End of training

README.md

@@ -0,0 +1,83 @@
+---
+language:
+- ja
+license: apache-2.0
+base_model: openai/whisper-tiny
+tags:
+- hf-asr-leaderboard
+- generated_from_trainer
+datasets:
+- mozilla-foundation/common_voice_11_0
+metrics:
+- wer
+model-index:
+- name: Whisper Tiny Ja - Zubokol
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 11.0
+      type: mozilla-foundation/common_voice_11_0
+      config: ja
+      split: None
+      args: 'config: hi, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 90.98200737047475
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# Whisper Tiny Ja - Zubokol
+
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Common Voice 11.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.5474
+- Wer: 90.9820
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 1e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- training_steps: 4000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer     |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|
+| 0.5457        | 1.46  | 1000 | 0.5908          | 93.1715 |
+| 0.4361        | 2.91  | 2000 | 0.5518          | 91.4372 |
+| 0.2952        | 4.37  | 3000 | 0.5492          | 91.0470 |
+| 0.2667        | 5.82  | 4000 | 0.5474          | 90.9820 |
+
+
+### Framework versions
+
+- Transformers 4.40.0.dev0
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

generation_config.json

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+      2
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+    [
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+      3
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+    [
+      3,
+      4
+    ],
+    [
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+      5
+    ]
+  ],
+  "begin_suppress_tokens": [
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+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "forced_decoder_ids": [
+    [
+      1,
+      null
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+    [
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+    ]
+  ],
+  "is_multilingual": true,
+  "lang_to_id": {
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+    "<|am|>": 50334,
+    "<|ar|>": 50272,
+    "<|as|>": 50350,
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+  },
+  "language": "ja",
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+  "max_length": 448,
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+  "pad_token_id": 50257,
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+  "return_timestamps": false,
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+  "task_to_id": {
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+  "transformers_version": "4.40.0.dev0"
+}