End of training
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- README.md +27 -0
- tokenizer.json +3 -0
- tokenizer_config.json +18 -0
.gitattributes
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README.md
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base_model: IIC/RigoBERTa-Clinical
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tags:
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- generated_from_trainer
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model-index:
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- name: RigoBERTa-Clinical_es_procedure
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results: []
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# RigoBERTa-Clinical_es_procedure
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This model is a fine-tuned version of [IIC/RigoBERTa-Clinical](https://huggingface.co/IIC/RigoBERTa-Clinical) on an unknown dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Framework versions
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- Transformers 5.4.0
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base_model: IIC/RigoBERTa-Clinical
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tags:
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- generated_from_trainer
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metrics:
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- precision
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- recall
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- f1
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- accuracy
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model-index:
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- name: RigoBERTa-Clinical_es_procedure
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results: []
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# RigoBERTa-Clinical_es_procedure
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This model is a fine-tuned version of [IIC/RigoBERTa-Clinical](https://huggingface.co/IIC/RigoBERTa-Clinical) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0013
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- Precision: 0.9965
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- Recall: 0.9982
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- F1: 0.9973
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- Accuracy: 0.9997
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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| 0.1097 | 1.0 | 739 | 0.0422 | 0.8979 | 0.8993 | 0.8986 | 0.9833 |
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| 0.0658 | 2.0 | 1478 | 0.0285 | 0.9237 | 0.9368 | 0.9302 | 0.9891 |
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| 0.0382 | 3.0 | 2217 | 0.0198 | 0.9278 | 0.9653 | 0.9462 | 0.9925 |
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| 0.0313 | 4.0 | 2956 | 0.0123 | 0.9652 | 0.9734 | 0.9693 | 0.9955 |
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| 0.0182 | 5.0 | 3695 | 0.0078 | 0.9786 | 0.9813 | 0.9799 | 0.9973 |
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| 0.0148 | 6.0 | 4434 | 0.0048 | 0.9850 | 0.9914 | 0.9882 | 0.9984 |
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| 0.0083 | 7.0 | 5173 | 0.0037 | 0.9907 | 0.9918 | 0.9913 | 0.9988 |
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| 0.0069 | 8.0 | 5912 | 0.0020 | 0.9944 | 0.9964 | 0.9954 | 0.9994 |
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| 0.0040 | 9.0 | 6651 | 0.0016 | 0.9961 | 0.9964 | 0.9962 | 0.9995 |
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| 0.0031 | 10.0 | 7390 | 0.0013 | 0.9965 | 0.9982 | 0.9973 | 0.9997 |
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### Framework versions
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- Transformers 5.4.0
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:8373f9cd3d27591e1924426bcc1c8799bc5a9affc4fc857982c5d66668dd1f41
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size 17082832
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tokenizer_config.json
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{
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"add_prefix_space": true,
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"backend": "tokenizers",
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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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"do_lower_case": false,
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"eos_token": "</s>",
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"is_local": false,
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"keep_accents": true,
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"mask_token": "<mask>",
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"model_max_len": 512,
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "XLMRobertaTokenizer",
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"unk_token": "<unk>"
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}
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