readme: ---
  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)