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README.md
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---
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language: es
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datasets:
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- squad_es
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- hackathon-pln-es/biomed_squad_es_v2
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metrics:
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- "f1"
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---
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# roberta-base-biomedical-clinical-es for QA
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This model is a fine-tuned version of [PlanTL-GOB-ES/roberta-base-biomedical-es](https://huggingface.co/PlanTL-GOB-ES/roberta-base-biomedical-es) on the [squad_es (v2)](https://huggingface.co/datasets/squad_es) training dataset.
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## Hyperparameters
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The hyperparameters were chosen based on those used in [PlanTL-GOB-ES/roberta-base-bne-sqac](https://huggingface.co/PlanTL-GOB-ES/roberta-base-bne-sqac), a spanish-based QA model trained on a dataset with SQUAD v1 fromat.
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```
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--num_train_epochs 2
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--learning_rate 3e-5
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--weight_decay 0.01
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--max_seq_length 386
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--doc_stride 128
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```
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## Performance
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Evaluated on the [hackathon-pln-es/biomed_squad_es_v2](https://huggingface.co/datasets/hackathon-pln-es/biomed_squad_es_v2) dev set.
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```
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eval_exact = 66.8426
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eval_f1 = 75.2346
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eval_HasAns_exact = 53.0249
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eval_HasAns_f1 = 70.0031
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eval_HasAns_total = 562
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eval_NoAns_exact = 80.3478
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eval_NoAns_f1 = 80.3478
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eval_NoAns_total = 575
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```
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## Team
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Santiago Maximo: [smaximo](https://huggingface.co/smaximo)
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