---
language: es
datasets:
- squad_es
---
# roberta-base es for QA 
This model is a fine-tuned version of [PlanTL-GOB-ES/roberta-base-bne](https://huggingface.co/PlanTL-GOB-ES/roberta-base-bne) on the [squad_es(v2)] (https://huggingface.co/datasets/squad_es) training dataset.


## Hyperparameters

The hyperparameters were chosen based on those used in [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2), an english-based model trained for similar purposes

```
 --num_train_epochs 2
 --learning_rate  3e-5
 --max_seq_length 386
 --doc_stride 128 
```

## Performance

Evaluated on the [squad_es(v2)] (https://huggingface.co/datasets/squad_es) dev set.

```
  eval_exact": 62.13526733007252,
  eval_f1": 69.38515019522332,  
  
  
  eval_HasAns_exact": 53.07017543859649,
  eval_HasAns_f1": 67.57238714827123,
  eval_HasAns_total": 5928,
  eval_NoAns_exact": 71.19730185497471,
  eval_NoAns_f1": 71.19730185497471,
  eval_NoAns_total": 5930,
  
```

## Team

Santiago Maximo: [smaximo](https://huggingface.co/smaximo)