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ThuyNT03
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PhoBERT-cls-OCR

Text Classification
Transformers
PyTorch
roberta
Generated from Trainer
Inference Endpoints
Model card Files Community
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ThuyNT03 commited on
Commit
222f9c5
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1 Parent(s): df949d3

Training completed!

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Files changed (6) hide show
  1. README.md +13 -13
  2. added_tokens.json +5 -1
  3. config.json +1 -1
  4. pytorch_model.bin +2 -2
  5. tokenizer_config.json +44 -0
  6. training_args.bin +1 -1
README.md CHANGED
@@ -17,9 +17,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [vinai/phobert-base-v2](https://huggingface.co/vinai/phobert-base-v2) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5182
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- - Accuracy: 0.8713
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- - F1: 0.8710
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  ## Model description
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@@ -50,19 +50,19 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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- | 0.5631 | 1.0 | 25 | 0.4327 | 0.8119 | 0.8105 |
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- | 0.3123 | 2.0 | 50 | 0.4440 | 0.8020 | 0.7971 |
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- | 0.1806 | 3.0 | 75 | 0.4117 | 0.8515 | 0.8518 |
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- | 0.1107 | 4.0 | 100 | 0.4446 | 0.8614 | 0.8607 |
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- | 0.0729 | 5.0 | 125 | 0.4965 | 0.8713 | 0.8710 |
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- | 0.0473 | 6.0 | 150 | 0.4914 | 0.8812 | 0.8799 |
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- | 0.049 | 7.0 | 175 | 0.5021 | 0.8713 | 0.8710 |
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- | 0.0255 | 8.0 | 200 | 0.5182 | 0.8713 | 0.8710 |
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  ### Framework versions
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- - Transformers 4.33.3
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  - Pytorch 2.0.1+cu118
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  - Datasets 2.14.5
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- - Tokenizers 0.13.3
 
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  This model is a fine-tuned version of [vinai/phobert-base-v2](https://huggingface.co/vinai/phobert-base-v2) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.5749
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+ - Accuracy: 0.8515
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+ - F1: 0.8504
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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+ | 0.5828 | 1.0 | 25 | 0.4474 | 0.8119 | 0.8093 |
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+ | 0.3067 | 2.0 | 50 | 0.3924 | 0.8218 | 0.8199 |
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+ | 0.1806 | 3.0 | 75 | 0.3979 | 0.8416 | 0.8399 |
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+ | 0.1043 | 4.0 | 100 | 0.4770 | 0.8317 | 0.8294 |
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+ | 0.0688 | 5.0 | 125 | 0.5007 | 0.8614 | 0.8607 |
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+ | 0.0406 | 6.0 | 150 | 0.5332 | 0.8614 | 0.8614 |
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+ | 0.0387 | 7.0 | 175 | 0.5748 | 0.8515 | 0.8504 |
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+ | 0.0328 | 8.0 | 200 | 0.5749 | 0.8515 | 0.8504 |
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  ### Framework versions
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+ - Transformers 4.34.0
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  - Pytorch 2.0.1+cu118
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  - Datasets 2.14.5
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+ - Tokenizers 0.14.1
added_tokens.json CHANGED
@@ -1,3 +1,7 @@
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  {
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- "<mask>": 64000
 
 
 
 
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  }
 
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config.json CHANGED
@@ -22,7 +22,7 @@
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  "problem_type": "single_label_classification",
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  "tokenizer_class": "PhobertTokenizer",
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  "torch_dtype": "float32",
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- "transformers_version": "4.33.3",
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  "type_vocab_size": 1,
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  "use_cache": true,
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  "vocab_size": 64001
 
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  "problem_type": "single_label_classification",
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  "tokenizer_class": "PhobertTokenizer",
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  "torch_dtype": "float32",
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+ "transformers_version": "4.34.0",
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  "type_vocab_size": 1,
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  "use_cache": true,
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  "vocab_size": 64001
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  "cls_token": "<s>",
@@ -8,5 +51,6 @@
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  "sep_token": "</s>",
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  "tokenizer_class": "PhobertTokenizer",
 
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  "unk_token": "<unk>"
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  "bos_token": "<s>",
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  "clean_up_tokenization_spaces": true,
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  "cls_token": "<s>",
 
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  "pad_token": "<pad>",
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  "sep_token": "</s>",
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  "tokenizer_class": "PhobertTokenizer",
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