diff --git "a/.ipynb_checkpoints/fine-tune-whisper-non-streaming-id-augmented-checkpoint.ipynb" "b/.ipynb_checkpoints/fine-tune-whisper-non-streaming-id-augmented-checkpoint.ipynb"
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "75b58048-7d14-4fc6-8085-1fc08c81b4a6",
+   "metadata": {
+    "id": "75b58048-7d14-4fc6-8085-1fc08c81b4a6"
+   },
+   "source": [
+    "# Fine-Tune Whisper For Multilingual ASR with 🤗 Transformers"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fbfa8ad5-4cdc-4512-9058-836cbbf65e1a",
+   "metadata": {
+    "id": "fbfa8ad5-4cdc-4512-9058-836cbbf65e1a"
+   },
+   "source": [
+    "In this Colab, we present a step-by-step guide on how to fine-tune Whisper \n",
+    "for any multilingual ASR dataset using Hugging Face 🤗 Transformers. This is a \n",
+    "more \"hands-on\" version of the accompanying [blog post](https://huggingface.co/blog/fine-tune-whisper). \n",
+    "For a more in-depth explanation of Whisper, the Common Voice dataset and the theory behind fine-tuning, the reader is advised to refer to the blog post."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "afe0d503-ae4e-4aa7-9af4-dbcba52db41e",
+   "metadata": {
+    "id": "afe0d503-ae4e-4aa7-9af4-dbcba52db41e"
+   },
+   "source": [
+    "## Introduction"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9ae91ed4-9c3e-4ade-938e-f4c2dcfbfdc0",
+   "metadata": {
+    "id": "9ae91ed4-9c3e-4ade-938e-f4c2dcfbfdc0"
+   },
+   "source": [
+    "Whisper is a pre-trained model for automatic speech recognition (ASR) \n",
+    "published in [September 2022](https://openai.com/blog/whisper/) by the authors \n",
+    "Alec Radford et al. from OpenAI. Unlike many of its predecessors, such as \n",
+    "[Wav2Vec 2.0](https://arxiv.org/abs/2006.11477), which are pre-trained \n",
+    "on un-labelled audio data, Whisper is pre-trained on a vast quantity of \n",
+    "**labelled** audio-transcription data, 680,000 hours to be precise. \n",
+    "This is an order of magnitude more data than the un-labelled audio data used \n",
+    "to train Wav2Vec 2.0 (60,000 hours). What is more, 117,000 hours of this \n",
+    "pre-training data is multilingual ASR data. This results in checkpoints \n",
+    "that can be applied to over 96 languages, many of which are considered \n",
+    "_low-resource_.\n",
+    "\n",
+    "When scaled to 680,000 hours of labelled pre-training data, Whisper models \n",
+    "demonstrate a strong ability to generalise to many datasets and domains.\n",
+    "The pre-trained checkpoints achieve competitive results to state-of-the-art \n",
+    "ASR systems, with near 3% word error rate (WER) on the test-clean subset of \n",
+    "LibriSpeech ASR and a new state-of-the-art on TED-LIUM with 4.7% WER (_c.f._ \n",
+    "Table 8 of the [Whisper paper](https://cdn.openai.com/papers/whisper.pdf)).\n",
+    "The extensive multilingual ASR knowledge acquired by Whisper during pre-training \n",
+    "can be leveraged for other low-resource languages; through fine-tuning, the \n",
+    "pre-trained checkpoints can be adapted for specific datasets and languages \n",
+    "to further improve upon these results. We'll show just how Whisper can be fine-tuned \n",
+    "for low-resource languages in this Colab."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e59b91d6-be24-4b5e-bb38-4977ea143a72",
+   "metadata": {
+    "id": "e59b91d6-be24-4b5e-bb38-4977ea143a72"
+   },
+   "source": [
+    "<figure>\n",
+    "<img src=\"https://raw.githubusercontent.com/sanchit-gandhi/notebooks/main/whisper_architecture.svg\" alt=\"Trulli\" style=\"width:100%\">\n",
+    "<figcaption align = \"center\"><b>Figure 1:</b> Whisper model. The architecture \n",
+    "follows the standard Transformer-based encoder-decoder model. A \n",
+    "log-Mel spectrogram is input to the encoder. The last encoder \n",
+    "hidden states are input to the decoder via cross-attention mechanisms. The \n",
+    "decoder autoregressively predicts text tokens, jointly conditional on the \n",
+    "encoder hidden states and previously predicted tokens. Figure source: \n",
+    "<a href=\"https://openai.com/blog/whisper/\">OpenAI Whisper Blog</a>.</figcaption>\n",
+    "</figure>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "21b6316e-8a55-4549-a154-66d3da2ab74a",
+   "metadata": {
+    "id": "21b6316e-8a55-4549-a154-66d3da2ab74a"
+   },
+   "source": [
+    "The Whisper checkpoints come in five configurations of varying model sizes.\n",
+    "The smallest four are trained on either English-only or multilingual data.\n",
+    "The largest checkpoint is multilingual only. All nine of the pre-trained checkpoints \n",
+    "are available on the [Hugging Face Hub](https://huggingface.co/models?search=openai/whisper). The \n",
+    "checkpoints are summarised in the following table with links to the models on the Hub:\n",
+    "\n",
+    "| Size   | Layers | Width | Heads | Parameters | English-only                                         | Multilingual                                      |\n",
+    "|--------|--------|-------|-------|------------|------------------------------------------------------|---------------------------------------------------|\n",
+    "| tiny   | 4      | 384   | 6     | 39 M       | [✓](https://huggingface.co/openai/whisper-tiny.en)   | [✓](https://huggingface.co/openai/whisper-tiny.)  |\n",
+    "| base   | 6      | 512   | 8     | 74 M       | [✓](https://huggingface.co/openai/whisper-base.en)   | [✓](https://huggingface.co/openai/whisper-base)   |\n",
+    "| small  | 12     | 768   | 12    | 244 M      | [✓](https://huggingface.co/openai/whisper-small.en)  | [✓](https://huggingface.co/openai/whisper-small)  |\n",
+    "| medium | 24     | 1024  | 16    | 769 M      | [✓](https://huggingface.co/openai/whisper-medium.en) | [✓](https://huggingface.co/openai/whisper-medium) |\n",
+    "| large  | 32     | 1280  | 20    | 1550 M     | x                                                    | [✓](https://huggingface.co/openai/whisper-large)  |\n",
+    "\n",
+    "For demonstration purposes, we'll fine-tune the multilingual version of the \n",
+    "[`\"small\"`](https://huggingface.co/openai/whisper-small) checkpoint with 244M params (~= 1GB). \n",
+    "As for our data, we'll train and evaluate our system on a low-resource language \n",
+    "taken from the [Common Voice](https://huggingface.co/datasets/mozilla-foundation/fleurs_11_0)\n",
+    "dataset. We'll show that with as little as 8 hours of fine-tuning data, we can achieve \n",
+    "strong performance in this language."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3a680dfc-cbba-4f6c-8a1f-e1a5ff3f123a",
+   "metadata": {
+    "id": "3a680dfc-cbba-4f6c-8a1f-e1a5ff3f123a"
+   },
+   "source": [
+    "------------------------------------------------------------------------\n",
+    "\n",
+    "\\\\({}^1\\\\) The name Whisper follows from the acronym “WSPSR”, which stands for “Web-scale Supervised Pre-training for Speech Recognition”."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b219c9dd-39b6-4a95-b2a1-3f547a1e7bc0",
+   "metadata": {
+    "id": "b219c9dd-39b6-4a95-b2a1-3f547a1e7bc0"
+   },
+   "source": [
+    "## Load Dataset\n",
+    "Loading MS-MY Dataset from FLEURS.\n",
+    "Combine train and validation set."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "a2787582-554f-44ce-9f38-4180a5ed6b44",
+   "metadata": {
+    "id": "a2787582-554f-44ce-9f38-4180a5ed6b44"
+   },
+   "outputs": [],
+   "source": [
+    "from datasets import load_dataset, DatasetDict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "d087b451",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "f06040b99e3a496a8b6a16cf575f5fe4",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading builder script:   0%|          | 0.00/8.30k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "51c2249ae17f4e429c1673af03eea9e5",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading readme:   0%|          | 0.00/12.2k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "7a58d7f740cb4a37aab92c2991882a94",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading extra modules:   0%|          | 0.00/3.44k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "5b8e88450d8a411a8b6c52e1c77d50fc",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading extra modules:   0%|          | 0.00/60.9k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Downloading and preparing dataset common_voice_11_0/vi to /home/ubuntu/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/vi/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f...\n"
+     ]
+    },
+    {
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+      ]
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+    },
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+    {
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+    },
+    {
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+    },
+    {
+     "data": {
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+      },
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      },
+      "text/plain": [
+       "Generating train split: 0 examples [00:00, ? examples/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Reading metadata...: 2525it [00:00, 140488.93it/s]\n"
+     ]
+    },
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "Reading metadata...: 248it [00:00, 133597.15it/s]\n"
+     ]
+    },
+    {
+     "data": {
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+      },
+      "text/plain": [
+       "Generating test split: 0 examples [00:00, ? examples/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "\n",
+      "Reading metadata...: 1237it [00:00, 141122.10it/s]\n"
+     ]
+    },
+    {
+     "data": {
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+       "model_id": "",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Generating other split: 0 examples [00:00, ? examples/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "\n",
+      "Reading metadata...: 11476it [00:00, 144676.38it/s]\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
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+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Generating invalidated split: 0 examples [00:00, ? examples/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\n",
+      "\n",
+      "\n",
+      "Reading metadata...: 337it [00:00, 119250.86it/s][A\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Dataset common_voice_11_0 downloaded and prepared to /home/ubuntu/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/vi/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f. Subsequent calls will reuse this data.\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Found cached dataset common_voice_11_0 (/home/ubuntu/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/vi/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f)\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "DatasetDict({\n",
+      "    train: Dataset({\n",
+      "        features: ['audio', 'transcription'],\n",
+      "        num_rows: 2773\n",
+      "    })\n",
+      "    test: Dataset({\n",
+      "        features: ['audio', 'transcription'],\n",
+      "        num_rows: 1237\n",
+      "    })\n",
+      "})\n"
+     ]
+    }
+   ],
+   "source": [
+    "cv = DatasetDict()\n",
+    "cv[\"train\"] = load_dataset(\"mozilla-foundation/common_voice_11_0\", \"vi\", split=\"train+validation\", use_auth_token=True)\n",
+    "cv[\"test\"] = load_dataset(\"mozilla-foundation/common_voice_11_0\", \"vi\", split=\"test\", use_auth_token=True)\n",
+    "\n",
+    "cv = cv.remove_columns([\"client_id\", \"path\", 'up_votes', 'down_votes', 'age', 'gender', 'accent', 'locale', 'segment'])\n",
+    "cv = cv.rename_column('sentence', 'transcription')\n",
+    "print(cv)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2d63b2d2-f68a-4d74-b7f1-5127f6d16605",
+   "metadata": {
+    "id": "2d63b2d2-f68a-4d74-b7f1-5127f6d16605"
+   },
+   "source": [
+    "## Prepare Feature Extractor, Tokenizer and Data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "601c3099-1026-439e-93e2-5635b3ba5a73",
+   "metadata": {
+    "id": "601c3099-1026-439e-93e2-5635b3ba5a73"
+   },
+   "source": [
+    "The ASR pipeline can be de-composed into three stages: \n",
+    "1) A feature extractor which pre-processes the raw audio-inputs\n",
+    "2) The model which performs the sequence-to-sequence mapping \n",
+    "3) A tokenizer which post-processes the model outputs to text format\n",
+    "\n",
+    "In 🤗 Transformers, the Whisper model has an associated feature extractor and tokenizer, \n",
+    "called [WhisperFeatureExtractor](https://huggingface.co/docs/transformers/main/model_doc/whisper#transformers.WhisperFeatureExtractor)\n",
+    "and [WhisperTokenizer](https://huggingface.co/docs/transformers/main/model_doc/whisper#transformers.WhisperTokenizer) \n",
+    "respectively.\n",
+    "\n",
+    "We'll go through details for setting-up the feature extractor and tokenizer one-by-one!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "560332eb-3558-41a1-b500-e83a9f695f84",
+   "metadata": {
+    "id": "560332eb-3558-41a1-b500-e83a9f695f84"
+   },
+   "source": [
+    "### Load WhisperFeatureExtractor"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "32ec8068-0bd7-412d-b662-0edb9d1e7365",
+   "metadata": {
+    "id": "32ec8068-0bd7-412d-b662-0edb9d1e7365"
+   },
+   "source": [
+    "The Whisper feature extractor performs two operations:\n",
+    "1. Pads / truncates the audio inputs to 30s: any audio inputs shorter than 30s are padded to 30s with silence (zeros), and those longer that 30s are truncated to 30s\n",
+    "2. Converts the audio inputs to _log-Mel spectrogram_ input features, a visual representation of the audio and the form of the input expected by the Whisper model"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "589d9ec1-d12b-4b64-93f7-04c63997da19",
+   "metadata": {
+    "id": "589d9ec1-d12b-4b64-93f7-04c63997da19"
+   },
+   "source": [
+    "<figure>\n",
+    "<img src=\"https://raw.githubusercontent.com/sanchit-gandhi/notebooks/main/spectrogram.jpg\" alt=\"Trulli\" style=\"width:100%\">\n",
+    "<figcaption align = \"center\"><b>Figure 2:</b> Conversion of sampled audio array to log-Mel spectrogram.\n",
+    "Left: sampled 1-dimensional audio signal. Right: corresponding log-Mel spectrogram. Figure source:\n",
+    "<a href=\"https://ai.googleblog.com/2019/04/specaugment-new-data-augmentation.html\">Google SpecAugment Blog</a>.\n",
+    "</figcaption>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b2ef54d5-b946-4c1d-9fdc-adc5d01b46aa",
+   "metadata": {
+    "id": "b2ef54d5-b946-4c1d-9fdc-adc5d01b46aa"
+   },
+   "source": [
+    "We'll load the feature extractor from the pre-trained checkpoint with the default values:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "bc77d7bb-f9e2-47f5-b663-30f7a4321ce5",
+   "metadata": {
+    "id": "bc77d7bb-f9e2-47f5-b663-30f7a4321ce5"
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "56fc56162a2848afaee1d9943a8c545f",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading:   0%|          | 0.00/185k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from transformers import WhisperFeatureExtractor\n",
+    "\n",
+    "feature_extractor = WhisperFeatureExtractor.from_pretrained(\"openai/whisper-medium\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "93748af7-b917-4ecf-a0c8-7d89077ff9cb",
+   "metadata": {
+    "id": "93748af7-b917-4ecf-a0c8-7d89077ff9cb"
+   },
+   "source": [
+    "### Load WhisperTokenizer"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2bc82609-a9fb-447a-a2af-99597c864029",
+   "metadata": {
+    "id": "2bc82609-a9fb-447a-a2af-99597c864029"
+   },
+   "source": [
+    "The Whisper model outputs a sequence of _token ids_. The tokenizer maps each of these token ids to their corresponding text string. For Hindi, we can load the pre-trained tokenizer and use it for fine-tuning without any further modifications. We simply have to \n",
+    "specify the target language and the task. These arguments inform the \n",
+    "tokenizer to prefix the language and task tokens to the start of encoded \n",
+    "label sequences:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "c7b07f9b-ae0e-4f89-98f0-0c50d432eab6",
+   "metadata": {
+    "id": "c7b07f9b-ae0e-4f89-98f0-0c50d432eab6",
+    "outputId": "5c004b44-86e7-4e00-88be-39e0af5eed69"
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "3d2f8de076bd4fbb8e777da01a5bff36",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading:   0%|          | 0.00/830 [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "22c630ec1f564e16b4d2066702666490",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading:   0%|          | 0.00/1.04M [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2f4cb16bef8e45f5b8abf176d675fe98",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading:   0%|          | 0.00/494k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "5c3601ab893747c398323f80faa415d1",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading:   0%|          | 0.00/52.7k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "424550d6926c44cf85dfb8b538cbc450",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading:   0%|          | 0.00/2.11k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d263b9aaed5d4b9e941798363994658c",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading:   0%|          | 0.00/2.06k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from transformers import WhisperTokenizer\n",
+    "\n",
+    "tokenizer = WhisperTokenizer.from_pretrained(\"openai/whisper-medium\", language=\"Vietnamese\", task=\"transcribe\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d2ef23f3-f4a8-483a-a2dc-080a7496cb1b",
+   "metadata": {
+    "id": "d2ef23f3-f4a8-483a-a2dc-080a7496cb1b"
+   },
+   "source": [
+    "### Combine To Create A WhisperProcessor"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5ff67654-5a29-4bb8-a69d-0228946c6f8d",
+   "metadata": {
+    "id": "5ff67654-5a29-4bb8-a69d-0228946c6f8d"
+   },
+   "source": [
+    "To simplify using the feature extractor and tokenizer, we can _wrap_ \n",
+    "both into a single `WhisperProcessor` class. This processor object \n",
+    "inherits from the `WhisperFeatureExtractor` and `WhisperProcessor`, \n",
+    "and can be used on the audio inputs and model predictions as required. \n",
+    "In doing so, we only need to keep track of two objects during training: \n",
+    "the `processor` and the `model`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "77d9f0c5-8607-4642-a8ac-c3ab2e223ea6",
+   "metadata": {
+    "id": "77d9f0c5-8607-4642-a8ac-c3ab2e223ea6"
+   },
+   "outputs": [],
+   "source": [
+    "from transformers import WhisperProcessor\n",
+    "\n",
+    "processor = WhisperProcessor.from_pretrained(\"openai/whisper-medium\", language=\"Vietnamese\", task=\"transcribe\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "381acd09-0b0f-4d04-9eb3-f028ac0e5f2c",
+   "metadata": {
+    "id": "381acd09-0b0f-4d04-9eb3-f028ac0e5f2c"
+   },
+   "source": [
+    "### Prepare Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "c69246a2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from datasets import Audio\n",
+    "\n",
+    "cv = cv.cast_column(\"audio\", Audio(sampling_rate=16000))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3df7378a-a4c0-45d7-8d07-defbd1062ab6",
+   "metadata": {},
+   "source": [
+    "We'll define our pre-processing strategy. We advise that you **do not** lower-case the transcriptions or remove punctuation unless mixing different datasets. This will enable you to fine-tune Whisper models that can predict punctuation and casing. Later, you will see how we can evaluate the predictions without punctuation or casing, so that the models benefit from the WER improvement obtained by normalising the transcriptions while still predicting fully formatted transcriptions."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "d041650e-1c48-4439-87b3-5b6f4a514107",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from transformers.models.whisper.english_normalizer import BasicTextNormalizer\n",
+    "\n",
+    "do_lower_case = False\n",
+    "do_remove_punctuation = False\n",
+    "\n",
+    "normalizer = BasicTextNormalizer()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "89e12c2e-2f14-479b-987b-f0c75c881095",
+   "metadata": {},
+   "source": [
+    "Now we can write a function to prepare our data ready for the model:\n",
+    "1. We load and resample the audio data by calling `batch[\"audio\"]`. As explained above, 🤗 Datasets performs any necessary resampling operations on the fly.\n",
+    "2. We use the feature extractor to compute the log-Mel spectrogram input features from our 1-dimensional audio array.\n",
+    "3. We perform any optional pre-processing (lower-case or remove punctuation).\n",
+    "4. We encode the transcriptions to label ids through the use of the tokenizer."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "4c79b333",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from audiomentations import Compose, AddGaussianNoise, TimeStretch, PitchShift, Shift\n",
+    "\n",
+    "augment_waveform = Compose([\n",
+    "    AddGaussianNoise(min_amplitude=0.005, max_amplitude=0.015, p=0.3),\n",
+    "    TimeStretch(min_rate=0.8, max_rate=1.25, p=0.3, leave_length_unchanged=False),\n",
+    "    PitchShift(min_semitones=-4, max_semitones=4, p=0.3),\n",
+    "    ])\n",
+    "\n",
+    "def augment_dataset(batch):\n",
+    "\n",
+    "    audio = batch[\"audio\"][\"array\"]\n",
+    "    # apply augmentation\n",
+    "    augmented_audio = augment_waveform(samples=audio, sample_rate=16000)\n",
+    "\n",
+    "    batch[\"audio\"][\"array\"] = augmented_audio\n",
+    "\n",
+    "    return batch"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "c085911c-a10a-41ef-8874-306e0503e9bb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def prepare_dataset(batch):\n",
+    "    # load and (possibly) resample audio data to 16kHz\n",
+    "    audio = batch[\"audio\"]\n",
+    "\n",
+    "    # compute log-Mel input features from input audio array \n",
+    "    batch[\"input_features\"] = processor.feature_extractor(audio[\"array\"], sampling_rate=audio[\"sampling_rate\"]).input_features[0]\n",
+    "    # compute input length of audio sample in seconds\n",
+    "    batch[\"input_length\"] = len(audio[\"array\"]) / audio[\"sampling_rate\"]\n",
+    "    \n",
+    "    # optional pre-processing steps\n",
+    "    transcription = batch[\"transcription\"]\n",
+    "    if do_lower_case:\n",
+    "        transcription = transcription.lower()\n",
+    "    if do_remove_punctuation:\n",
+    "        transcription = normalizer(transcription).strip()\n",
+    "    \n",
+    "    # encode target text to label ids\n",
+    "    batch[\"labels\"] = processor.tokenizer(transcription).input_ids\n",
+    "    return batch"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8c960965-9fb6-466f-9dbd-c9d43e71d9d0",
+   "metadata": {
+    "id": "70b319fb-2439-4ef6-a70d-a47bf41c4a13"
+   },
+   "source": [
+    "We can apply the data preparation function to all of our training examples using dataset's `.map` method. The argument `num_proc` specifies how many CPU cores to use. Setting `num_proc` > 1 will enable multiprocessing. If the `.map` method hangs with multiprocessing, set `num_proc=1` and process the dataset sequentially."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "db271164",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "832b0412dca04466997f93b4191ca019",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/2773 [00:00<?, ?ex/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "cv['train'] = cv['train'].map(augment_dataset)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b459b0c5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cv = cv.map(prepare_dataset, remove_columns=cv.column_names['train'], num_proc=1).with_format(\"torch\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "54ce0fdb-7218-4a4d-b175-383980fec0df",
+   "metadata": {},
+   "source": [
+    "Finally, we filter any training data with audio samples longer than 30s. These samples would otherwise be truncated by the Whisper feature-extractor which could affect the stability of training. We define a function that returns `True` for samples that are less than 30s, and `False` for those that are longer:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "01cb25ef-4bb0-4325-9461-f59198acadf6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "max_input_length = 30.0\n",
+    "\n",
+    "def is_audio_in_length_range(length):\n",
+    "    return length < max_input_length"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "30e676a8-7ca8-4850-8c5d-5b2b00d13fba",
+   "metadata": {},
+   "source": [
+    "We apply our filter function to all samples of our training dataset through 🤗 Datasets' `.filter` method:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "333f7f6e-6053-4d3b-8924-c733c79b82ac",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cv['train'] = cv['train'].filter(\n",
+    "    is_audio_in_length_range,\n",
+    "    input_columns=[\"input_length\"],\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "263a5a58-0239-4a25-b0df-c625fc9c5810",
+   "metadata": {
+    "id": "263a5a58-0239-4a25-b0df-c625fc9c5810"
+   },
+   "source": [
+    "## Training and Evaluation"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a693e768-c5a6-453f-89a1-b601dcf7daf7",
+   "metadata": {
+    "id": "a693e768-c5a6-453f-89a1-b601dcf7daf7"
+   },
+   "source": [
+    "Now that we've prepared our data, we're ready to dive into the training pipeline. \n",
+    "The [🤗 Trainer](https://huggingface.co/transformers/master/main_classes/trainer.html?highlight=trainer)\n",
+    "will do much of the heavy lifting for us. All we have to do is:\n",
+    "\n",
+    "- Define a data collator: the data collator takes our pre-processed data and prepares PyTorch tensors ready for the model.\n",
+    "\n",
+    "- Evaluation metrics: during evaluation, we want to evaluate the model using the [word error rate (WER)](https://huggingface.co/metrics/wer) metric. We need to define a `compute_metrics` function that handles this computation.\n",
+    "\n",
+    "- Load a pre-trained checkpoint: we need to load a pre-trained checkpoint and configure it correctly for training.\n",
+    "\n",
+    "- Define the training configuration: this will be used by the 🤗 Trainer to define the training schedule.\n",
+    "\n",
+    "Once we've fine-tuned the model, we will evaluate it on the test data to verify that we have correctly trained it \n",
+    "to transcribe speech in Hindi."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8d230e6d-624c-400a-bbf5-fa660881df25",
+   "metadata": {
+    "id": "8d230e6d-624c-400a-bbf5-fa660881df25"
+   },
+   "source": [
+    "### Define a Data Collator"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "04def221-0637-4a69-b242-d3f0c1d0ee78",
+   "metadata": {
+    "id": "04def221-0637-4a69-b242-d3f0c1d0ee78"
+   },
+   "source": [
+    "The data collator for a sequence-to-sequence speech model is unique in the sense that it \n",
+    "treats the `input_features` and `labels` independently: the  `input_features` must be \n",
+    "handled by the feature extractor and the `labels` by the tokenizer.\n",
+    "\n",
+    "The `input_features` are already padded to 30s and converted to a log-Mel spectrogram \n",
+    "of fixed dimension by action of the feature extractor, so all we have to do is convert the `input_features`\n",
+    "to batched PyTorch tensors. We do this using the feature extractor's `.pad` method with `return_tensors=pt`.\n",
+    "\n",
+    "The `labels` on the other hand are un-padded. We first pad the sequences\n",
+    "to the maximum length in the batch using the tokenizer's `.pad` method. The padding tokens \n",
+    "are then replaced by `-100` so that these tokens are **not** taken into account when \n",
+    "computing the loss. We then cut the BOS token from the start of the label sequence as we \n",
+    "append it later during training.\n",
+    "\n",
+    "We can leverage the `WhisperProcessor` we defined earlier to perform both the \n",
+    "feature extractor and the tokenizer operations:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8326221e-ec13-4731-bb4e-51e5fc1486c5",
+   "metadata": {
+    "id": "8326221e-ec13-4731-bb4e-51e5fc1486c5"
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "\n",
+    "from dataclasses import dataclass\n",
+    "from typing import Any, Dict, List, Union\n",
+    "\n",
+    "@dataclass\n",
+    "class DataCollatorSpeechSeq2SeqWithPadding:\n",
+    "    processor: Any\n",
+    "\n",
+    "    def __call__(self, features: List[Dict[str, Union[List[int], torch.Tensor]]]) -> Dict[str, torch.Tensor]:\n",
+    "        # split inputs and labels since they have to be of different lengths and need different padding methods\n",
+    "        # first treat the audio inputs by simply returning torch tensors\n",
+    "        input_features = [{\"input_features\": feature[\"input_features\"]} for feature in features]\n",
+    "        batch = self.processor.feature_extractor.pad(input_features, return_tensors=\"pt\")\n",
+    "\n",
+    "        # get the tokenized label sequences\n",
+    "        label_features = [{\"input_ids\": feature[\"labels\"]} for feature in features]\n",
+    "        # pad the labels to max length\n",
+    "        labels_batch = self.processor.tokenizer.pad(label_features, return_tensors=\"pt\")\n",
+    "\n",
+    "        # replace padding with -100 to ignore loss correctly\n",
+    "        labels = labels_batch[\"input_ids\"].masked_fill(labels_batch.attention_mask.ne(1), -100)\n",
+    "\n",
+    "        # if bos token is appended in previous tokenization step,\n",
+    "        # cut bos token here as it's append later anyways\n",
+    "        if (labels[:, 0] == self.processor.tokenizer.bos_token_id).all().cpu().item():\n",
+    "            labels = labels[:, 1:]\n",
+    "\n",
+    "        batch[\"labels\"] = labels\n",
+    "\n",
+    "        return batch"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3cae7dbf-8a50-456e-a3a8-7fd005390f86",
+   "metadata": {
+    "id": "3cae7dbf-8a50-456e-a3a8-7fd005390f86"
+   },
+   "source": [
+    "Let's initialise the data collator we've just defined:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fc834702-c0d3-4a96-b101-7b87be32bf42",
+   "metadata": {
+    "id": "fc834702-c0d3-4a96-b101-7b87be32bf42"
+   },
+   "outputs": [],
+   "source": [
+    "data_collator = DataCollatorSpeechSeq2SeqWithPadding(processor=processor)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d62bb2ab-750a-45e7-82e9-61d6f4805698",
+   "metadata": {
+    "id": "d62bb2ab-750a-45e7-82e9-61d6f4805698"
+   },
+   "source": [
+    "### Evaluation Metrics"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "66fee1a7-a44c-461e-b047-c3917221572e",
+   "metadata": {
+    "id": "66fee1a7-a44c-461e-b047-c3917221572e"
+   },
+   "source": [
+    "We'll use the word error rate (WER) metric, the 'de-facto' metric for assessing \n",
+    "ASR systems. For more information, refer to the WER [docs](https://huggingface.co/metrics/wer). We'll load the WER metric from 🤗 Evaluate:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b22b4011-f31f-4b57-b684-c52332f92890",
+   "metadata": {
+    "id": "b22b4011-f31f-4b57-b684-c52332f92890"
+   },
+   "outputs": [],
+   "source": [
+    "import evaluate\n",
+    "\n",
+    "wer_metric = evaluate.load(\"wer\")\n",
+    "cer_metric = evaluate.load(\"cer\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4f32cab6-31f0-4cb9-af4c-40ba0f5fc508",
+   "metadata": {
+    "id": "4f32cab6-31f0-4cb9-af4c-40ba0f5fc508"
+   },
+   "source": [
+    "We then simply have to define a function that takes our model \n",
+    "predictions and returns the WER metric. This function, called\n",
+    "`compute_metrics`, first replaces `-100` with the `pad_token_id`\n",
+    "in the `label_ids` (undoing the step we applied in the \n",
+    "data collator to ignore padded tokens correctly in the loss).\n",
+    "It then decodes the predicted and label ids to strings. Finally,\n",
+    "it computes the WER between the predictions and reference labels. \n",
+    "Here, we have the option of evaluating with the 'normalised' transcriptions \n",
+    "and predictions. We recommend you set this to `True` to benefit from the WER \n",
+    "improvement obtained by normalising the transcriptions."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "23959a70-22d0-4ffe-9fa1-72b61e75bb52",
+   "metadata": {
+    "id": "23959a70-22d0-4ffe-9fa1-72b61e75bb52"
+   },
+   "outputs": [],
+   "source": [
+    "# evaluate with the 'normalised' WER\n",
+    "do_normalize_eval = True\n",
+    "\n",
+    "def compute_metrics(pred):\n",
+    "    pred_ids = pred.predictions\n",
+    "    label_ids = pred.label_ids\n",
+    "\n",
+    "    # replace -100 with the pad_token_id\n",
+    "    label_ids[label_ids == -100] = processor.tokenizer.pad_token_id\n",
+    "\n",
+    "    # we do not want to group tokens when computing the metrics\n",
+    "    pred_str = processor.tokenizer.batch_decode(pred_ids, skip_special_tokens=True)\n",
+    "    label_str = processor.tokenizer.batch_decode(label_ids, skip_special_tokens=True)\n",
+    "\n",
+    "    if do_normalize_eval:\n",
+    "        pred_str = [normalizer(pred) for pred in pred_str]\n",
+    "        label_str = [normalizer(label) for label in label_str]\n",
+    "\n",
+    "    wer = 100 * wer_metric.compute(predictions=pred_str, references=label_str)\n",
+    "    cer = 100 * cer_metric.compute(predictions=pred_str, references=label_str)\n",
+    "\n",
+    "    return {\"wer\": wer, \"cer\": cer}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "daf2a825-6d9f-4a23-b145-c37c0039075b",
+   "metadata": {
+    "id": "daf2a825-6d9f-4a23-b145-c37c0039075b"
+   },
+   "source": [
+    "### Load a Pre-Trained Checkpoint"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "437a97fa-4864-476b-8abc-f28b8166cfa5",
+   "metadata": {
+    "id": "437a97fa-4864-476b-8abc-f28b8166cfa5"
+   },
+   "source": [
+    "Now let's load the pre-trained Whisper `small` checkpoint. Again, this \n",
+    "is trivial through use of 🤗 Transformers!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5a10cc4b-07ec-4ebd-ac1d-7c601023594f",
+   "metadata": {
+    "id": "5a10cc4b-07ec-4ebd-ac1d-7c601023594f"
+   },
+   "outputs": [],
+   "source": [
+    "from transformers import WhisperForConditionalGeneration\n",
+    "\n",
+    "model = WhisperForConditionalGeneration.from_pretrained(\"openai/whisper-medium\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a15ead5f-2277-4a39-937b-585c2497b2df",
+   "metadata": {
+    "id": "a15ead5f-2277-4a39-937b-585c2497b2df"
+   },
+   "source": [
+    "Override generation arguments - no tokens are forced as decoder outputs (see [`forced_decoder_ids`](https://huggingface.co/docs/transformers/main_classes/text_generation#transformers.generation_utils.GenerationMixin.generate.forced_decoder_ids)), no tokens are suppressed during generation (see [`suppress_tokens`](https://huggingface.co/docs/transformers/main_classes/text_generation#transformers.generation_utils.GenerationMixin.generate.suppress_tokens)). Set `use_cache` to False since we're using gradient checkpointing, and the two are incompatible:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "62038ba3-88ed-4fce-84db-338f50dcd04f",
+   "metadata": {
+    "id": "62038ba3-88ed-4fce-84db-338f50dcd04f"
+   },
+   "outputs": [],
+   "source": [
+    "model.config.forced_decoder_ids = None\n",
+    "model.config.suppress_tokens = []\n",
+    "model.config.use_cache = False"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2178dea4-80ca-47b6-b6ea-ba1915c90c06",
+   "metadata": {
+    "id": "2178dea4-80ca-47b6-b6ea-ba1915c90c06"
+   },
+   "source": [
+    "### Define the Training Configuration"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c21af1e9-0188-4134-ac82-defc7bdcc436",
+   "metadata": {
+    "id": "c21af1e9-0188-4134-ac82-defc7bdcc436"
+   },
+   "source": [
+    "In the final step, we define all the parameters related to training. For more detail on the training arguments, refer to the Seq2SeqTrainingArguments [docs](https://huggingface.co/docs/transformers/main_classes/trainer#transformers.Seq2SeqTrainingArguments)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "0ae3e9af-97b7-4aa0-ae85-20b23b5bcb3a",
+   "metadata": {
+    "id": "0ae3e9af-97b7-4aa0-ae85-20b23b5bcb3a"
+   },
+   "outputs": [],
+   "source": [
+    "from transformers import Seq2SeqTrainingArguments\n",
+    "\n",
+    "training_args = Seq2SeqTrainingArguments(\n",
+    "    output_dir=\"./\",\n",
+    "    per_device_train_batch_size=32,\n",
+    "    gradient_accumulation_steps=1,  # increase by 2x for every 2x decrease in batch size\n",
+    "    learning_rate=5e-5,\n",
+    "    warmup_steps=250,\n",
+    "    max_steps=2500,\n",
+    "    gradient_checkpointing=True,\n",
+    "    fp16=True,\n",
+    "    evaluation_strategy=\"steps\",\n",
+    "    per_device_eval_batch_size=16,\n",
+    "    predict_with_generate=True,\n",
+    "    generation_max_length=225,\n",
+    "    save_steps=500,\n",
+    "    eval_steps=500,\n",
+    "    logging_steps=25,\n",
+    "    report_to=[\"tensorboard\"],\n",
+    "    load_best_model_at_end=True,\n",
+    "    metric_for_best_model=\"wer\",\n",
+    "    greater_is_better=False,\n",
+    "    push_to_hub=True,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b3a944d8-3112-4552-82a0-be25988b3857",
+   "metadata": {
+    "id": "b3a944d8-3112-4552-82a0-be25988b3857"
+   },
+   "source": [
+    "**Note**: if one does not want to upload the model checkpoints to the Hub, \n",
+    "set `push_to_hub=False`."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bac29114-d226-4f54-97cf-8718c9f94e1e",
+   "metadata": {
+    "id": "bac29114-d226-4f54-97cf-8718c9f94e1e"
+   },
+   "source": [
+    "We can forward the training arguments to the 🤗 Trainer along with our model,\n",
+    "dataset, data collator and `compute_metrics` function:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d546d7fe-0543-479a-b708-2ebabec19493",
+   "metadata": {
+    "id": "d546d7fe-0543-479a-b708-2ebabec19493"
+   },
+   "outputs": [],
+   "source": [
+    "from transformers import Seq2SeqTrainer\n",
+    "\n",
+    "trainer = Seq2SeqTrainer(\n",
+    "    args=training_args,\n",
+    "    model=model,\n",
+    "    train_dataset=cv['train'],\n",
+    "    eval_dataset=cv['test'],\n",
+    "    data_collator=data_collator,\n",
+    "    compute_metrics=compute_metrics,\n",
+    "    tokenizer=processor.feature_extractor,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "uOrRhDGtN5S4",
+   "metadata": {
+    "id": "uOrRhDGtN5S4"
+   },
+   "source": [
+    "We'll save the processor object once before starting training. Since the processor is not trainable, it won't change over the course of training:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "-2zQwMfEOBJq",
+   "metadata": {
+    "id": "-2zQwMfEOBJq"
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Feature extractor saved in ./preprocessor_config.json\n",
+      "tokenizer config file saved in ./tokenizer_config.json\n",
+      "Special tokens file saved in ./special_tokens_map.json\n",
+      "added tokens file saved in ./added_tokens.json\n"
+     ]
+    }
+   ],
+   "source": [
+    "processor.save_pretrained(training_args.output_dir)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7f404cf9-4345-468c-8196-4bd101d9bd51",
+   "metadata": {
+    "id": "7f404cf9-4345-468c-8196-4bd101d9bd51"
+   },
+   "source": [
+    "### Training"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5e8b8d56-5a70-4f68-bd2e-f0752d0bd112",
+   "metadata": {
+    "id": "5e8b8d56-5a70-4f68-bd2e-f0752d0bd112"
+   },
+   "source": [
+    "Training will take approximately 5-10 hours depending on your GPU. The peak GPU memory for the given training configuration is approximately 36GB. \n",
+    "Depending on your GPU, it is possible that you will encounter a CUDA `\"out-of-memory\"` error when you launch training. \n",
+    "In this case, you can reduce the `per_device_train_batch_size` incrementally by factors of 2 \n",
+    "and employ [`gradient_accumulation_steps`](https://huggingface.co/docs/transformers/main_classes/trainer#transformers.Seq2SeqTrainingArguments.gradient_accumulation_steps)\n",
+    "to compensate.\n",
+    "\n",
+    "To launch training, simply execute:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ee8b7b8e-1c9a-4d77-9137-1778a629e6de",
+   "metadata": {
+    "id": "ee8b7b8e-1c9a-4d77-9137-1778a629e6de",
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "The following columns in the training set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: input_length. If input_length are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.\n",
+      "/home/ubuntu/hf_env/lib/python3.8/site-packages/transformers/optimization.py:306: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning\n",
+      "  warnings.warn(\n",
+      "***** Running training *****\n",
+      "  Num examples = 16830\n",
+      "  Num Epochs = 20\n",
+      "  Instantaneous batch size per device = 32\n",
+      "  Total train batch size (w. parallel, distributed & accumulation) = 32\n",
+      "  Gradient Accumulation steps = 1\n",
+      "  Total optimization steps = 10000\n",
+      "  Number of trainable parameters = 763857920\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "    <div>\n",
+       "      \n",
+       "      <progress value='2196' max='10000' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
+       "      [ 2196/10000 3:31:36 < 12:32:40, 0.17 it/s, Epoch 4.17/20]\n",
+       "    </div>\n",
+       "    <table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       " <tr style=\"text-align: left;\">\n",
+       "      <th>Step</th>\n",
+       "      <th>Training Loss</th>\n",
+       "      <th>Validation Loss</th>\n",
+       "      <th>Wer</th>\n",
+       "      <th>Cer</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td>1000</td>\n",
+       "      <td>0.300200</td>\n",
+       "      <td>0.165879</td>\n",
+       "      <td>8.185004</td>\n",
+       "      <td>2.533253</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2000</td>\n",
+       "      <td>0.051400</td>\n",
+       "      <td>0.181778</td>\n",
+       "      <td>8.055889</td>\n",
+       "      <td>2.524395</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table><p>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "The following columns in the evaluation set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: input_length. If input_length are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.\n",
+      "***** Running Evaluation *****\n",
+      "  Num examples = 3618\n",
+      "  Batch size = 16\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "/home/ubuntu/hf_env/lib/python3.8/site-packages/transformers/generation/utils.py:1134: UserWarning: You have modified the pretrained model configuration to control generation. This is a deprecated strategy to control generation and will be removed soon, in a future version. Please use a generation configuration file (see https://huggingface.co/docs/transformers/main_classes/text_generation)\n",
+      "  warnings.warn(\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Saving model checkpoint to ./checkpoint-1000\n",
+      "Configuration saved in ./checkpoint-1000/config.json\n",
+      "Model weights saved in ./checkpoint-1000/pytorch_model.bin\n",
+      "Feature extractor saved in ./checkpoint-1000/preprocessor_config.json\n",
+      "Feature extractor saved in ./preprocessor_config.json\n",
+      "The following columns in the evaluation set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: input_length. If input_length are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.\n",
+      "***** Running Evaluation *****\n",
+      "  Num examples = 3618\n",
+      "  Batch size = 16\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Generate config GenerationConfig {\n",
+      "  \"begin_suppress_tokens\": [\n",
+      "    220,\n",
+      "    50257\n",
+      "  ],\n",
+      "  \"bos_token_id\": 50257,\n",
+      "  \"decoder_start_token_id\": 50258,\n",
+      "  \"eos_token_id\": 50257,\n",
+      "  \"max_length\": 448,\n",
+      "  \"pad_token_id\": 50257,\n",
+      "  \"suppress_tokens\": [],\n",
+      "  \"transformers_version\": \"4.26.0.dev0\",\n",
+      "  \"use_cache\": false\n",
+      "}\n",
+      "\n",
+      "Saving model checkpoint to ./checkpoint-2000\n",
+      "Configuration saved in ./checkpoint-2000/config.json\n",
+      "Model weights saved in ./checkpoint-2000/pytorch_model.bin\n",
+      "Feature extractor saved in ./checkpoint-2000/preprocessor_config.json\n",
+      "Feature extractor saved in ./preprocessor_config.json\n"
+     ]
+    }
+   ],
+   "source": [
+    "trainer.train()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "810ced54-7187-4a06-b2fe-ba6dcca94dc3",
+   "metadata": {
+    "id": "810ced54-7187-4a06-b2fe-ba6dcca94dc3"
+   },
+   "source": [
+    "We can label our checkpoint with the `whisper-event` tag on push by setting the appropriate key-word arguments (kwargs):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c704f91e-241b-48c9-b8e0-f0da396a9663",
+   "metadata": {
+    "id": "c704f91e-241b-48c9-b8e0-f0da396a9663"
+   },
+   "outputs": [],
+   "source": [
+    "kwargs = {\n",
+    "    \"dataset_tags\": \"mozilla-foundation/common_voice_11_0\",\n",
+    "    \"dataset\": \"Common Voice 11.0\",  # a 'pretty' name for the training dataset\n",
+    "    \"language\": \"vi\",\n",
+    "    \"model_name\": \"Whisper Medium VI - CV - Augmented\",  # a 'pretty' name for your model\n",
+    "    \"finetuned_from\": \"openai/whisper-medium\",\n",
+    "    \"tasks\": \"automatic-speech-recognition\",\n",
+    "    \"tags\": \"whisper-event\",\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "090d676a-f944-4297-a938-a40eda0b2b68",
+   "metadata": {
+    "id": "090d676a-f944-4297-a938-a40eda0b2b68"
+   },
+   "source": [
+    "The training results can now be uploaded to the Hub. To do so, execute the `push_to_hub` command and save the preprocessor object we created:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d7030622-caf7-4039-939b-6195cdaa2585",
+   "metadata": {
+    "id": "d7030622-caf7-4039-939b-6195cdaa2585"
+   },
+   "outputs": [],
+   "source": [
+    "trainer.push_to_hub(**kwargs)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e19f35cf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fleurs_results = trainer.evaluate(fleurs['test'])\n",
+    "print(fleurs_results)\n",
+    "\n",
+    "cv_results = trainer.evaluate(cv['test'])\n",
+    "print(cv_results)\n",
+    "\n",
+    "lbv_results = trainer.evaluate(lbv['test'])\n",
+    "print(lbv_results)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1c1e53d0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "evaluate.push_to_hub(\n",
+    "        model_id='Scrya/whisper-medium-id',\n",
+    "        metric_value=round(fleurs_results['eval_wer'], 2),\n",
+    "        metric_type=\"wer\",\n",
+    "        metric_name=\"WER\",\n",
+    "        dataset_name='google/fleurs',\n",
+    "        dataset_type='google/fleurs',\n",
+    "        dataset_split='test',\n",
+    "        dataset_config='id_id',\n",
+    "        task_type=\"automatic-speech-recognition\",\n",
+    "        task_name=\"Automatic Speech Recognition\",\n",
+    "        overwrite=True\n",
+    "    )\n",
+    "\n",
+    "evaluate.push_to_hub(\n",
+    "        model_id='Scrya/whisper-medium-id',\n",
+    "        metric_value=round(fleurs_results['eval_cer'], 2),\n",
+    "        metric_type=\"cer\",\n",
+    "        metric_name=\"CER\",\n",
+    "        dataset_name='google/fleurs',\n",
+    "        dataset_type='google/fleurs',\n",
+    "        dataset_split='test',\n",
+    "        dataset_config='id_id',\n",
+    "        task_type=\"automatic-speech-recognition\",\n",
+    "        task_name=\"Automatic Speech Recognition\",\n",
+    "        overwrite=True\n",
+    "    )\n",
+    "\n",
+    "evaluate.push_to_hub(\n",
+    "        model_id='Scrya/whisper-medium-id',\n",
+    "        metric_value=round(cv_results['eval_wer'], 2),\n",
+    "        metric_type=\"wer\",\n",
+    "        metric_name=\"WER\",\n",
+    "        dataset_name='mozilla-foundation/common_voice_11_0',\n",
+    "        dataset_type='mozilla-foundation/common_voice_11_0',\n",
+    "        dataset_split='test',\n",
+    "        dataset_config='id',\n",
+    "        task_type=\"automatic-speech-recognition\",\n",
+    "        task_name=\"Automatic Speech Recognition\",\n",
+    "        overwrite=True\n",
+    "    )\n",
+    "\n",
+    "evaluate.push_to_hub(\n",
+    "        model_id='Scrya/whisper-medium-id',\n",
+    "        metric_value=round(cv_results['eval_cer'], 2),\n",
+    "        metric_type=\"cer\",\n",
+    "        metric_name=\"CER\",\n",
+    "        dataset_name='mozilla-foundation/common_voice_11_0',\n",
+    "        dataset_type='mozilla-foundation/common_voice_11_0',\n",
+    "        dataset_split='test',\n",
+    "        dataset_config='id',\n",
+    "        task_type=\"automatic-speech-recognition\",\n",
+    "        task_name=\"Automatic Speech Recognition\",\n",
+    "        overwrite=True\n",
+    "    )\n",
+    "\n",
+    "evaluate.push_to_hub(\n",
+    "        model_id='Scrya/whisper-medium-id',\n",
+    "        metric_value=round(lbv_results['eval_wer'], 2),\n",
+    "        metric_type=\"wer\",\n",
+    "        metric_name=\"WER\",\n",
+    "        dataset_name='indonesian-nlp/librivox-indonesia',\n",
+    "        dataset_type='indonesian-nlp/librivox-indonesia',\n",
+    "        dataset_split='test',\n",
+    "        dataset_config='ind',\n",
+    "        task_type=\"automatic-speech-recognition\",\n",
+    "        task_name=\"Automatic Speech Recognition\",\n",
+    "        overwrite=True\n",
+    "    )\n",
+    "\n",
+    "evaluate.push_to_hub(\n",
+    "        model_id='Scrya/whisper-medium-id',\n",
+    "        metric_value=round(lbv_results['eval_cer'], 2),\n",
+    "        metric_type=\"cer\",\n",
+    "        metric_name=\"CER\",\n",
+    "        dataset_name='indonesian-nlp/librivox-indonesia',\n",
+    "        dataset_type='indonesian-nlp/librivox-indonesia',\n",
+    "        dataset_split='test',\n",
+    "        dataset_config='ind',\n",
+    "        task_type=\"automatic-speech-recognition\",\n",
+    "        task_name=\"Automatic Speech Recognition\",\n",
+    "        overwrite=True\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ca743fbd-602c-48d4-ba8d-a2fe60af64ba",
+   "metadata": {
+    "id": "ca743fbd-602c-48d4-ba8d-a2fe60af64ba"
+   },
+   "source": [
+    "## Closing Remarks"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7f737783-2870-4e35-aa11-86a42d7d997a",
+   "metadata": {
+    "id": "7f737783-2870-4e35-aa11-86a42d7d997a"
+   },
+   "source": [
+    "In this blog, we covered a step-by-step guide on fine-tuning Whisper for multilingual ASR \n",
+    "using 🤗 Datasets, Transformers and the Hugging Face Hub. For more details on the Whisper model, the Common Voice dataset and the theory behind fine-tuning, refere to the accompanying [blog post](https://huggingface.co/blog/fine-tune-whisper). If you're interested in fine-tuning other \n",
+    "Transformers models, both for English and multilingual ASR, be sure to check out the \n",
+    "examples scripts at [examples/pytorch/speech-recognition](https://github.com/huggingface/transformers/tree/main/examples/pytorch/speech-recognition)."
+   ]
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "include_colab_link": true,
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}