End of training

README.md

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+---
+base_model: gechim/metadata-cls-no-gov-8k-v3
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: PhobertLexicalMeta-v2
+  results: []
+---
+
+<!-- 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. -->
+
+# PhobertLexicalMeta-v2
+
+This model is a fine-tuned version of [gechim/metadata-cls-no-gov-8k-v3](https://huggingface.co/gechim/metadata-cls-no-gov-8k-v3) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3926
+- Accuracy: 0.9062
+- F1: 0.8781
+
+## 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: 2e-05
+- train_batch_size: 64
+- eval_batch_size: 64
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Accuracy | F1     |
+|:-------------:|:------:|:----:|:---------------:|:--------:|:------:|
+| No log        | 0.8772 | 100  | 0.2699          | 0.9080   | 0.8801 |
+| 0.1564        | 1.7544 | 200  | 0.2984          | 0.9011   | 0.8723 |
+| 0.073         | 2.6316 | 300  | 0.3218          | 0.8987   | 0.8705 |
+| 0.0502        | 3.5088 | 400  | 0.3472          | 0.8927   | 0.8641 |
+| 0.0326        | 4.3860 | 500  | 0.3627          | 0.8941   | 0.8635 |
+| 0.0285        | 5.2632 | 600  | 0.3752          | 0.8964   | 0.8685 |
+| 0.0179        | 6.1404 | 700  | 0.3666          | 0.9025   | 0.8734 |
+| 0.0156        | 7.0175 | 800  | 0.3759          | 0.9043   | 0.8748 |
+| 0.0156        | 7.8947 | 900  | 0.3830          | 0.9080   | 0.8788 |
+| 0.011         | 8.7719 | 1000 | 0.3917          | 0.9039   | 0.8746 |
+| 0.0092        | 9.6491 | 1100 | 0.3926          | 0.9062   | 0.8781 |
+
+
+### Framework versions
+
+- Transformers 4.43.3
+- Pytorch 2.1.2
+- Datasets 2.20.0
+- Tokenizers 0.19.1

added_tokens.json

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+{
+  "<mask>": 64000
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:87ded3125493529e10c9c504daf815b1d9a55eb52cfffe96089f93a3968e0e68
+size 1076134104

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "64000": {
+      "content": "<mask>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": "<mask>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "PhobertTokenizer",
+  "unk_token": "<unk>"
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9ad166042dd31d3e4d608bac78848d48d63b3459d7df455e3230ed1d37241bc9
+size 5112