README.md

metadata

license: apache-2.0
base_model: PlanTL-GOB-ES/roberta-large-bne-capitel-ner
tags:
  - token-classification
  - generated_from_trainer
metrics:
  - precision
  - recall
  - f1
  - accuracy
model-index:
  - name: roberta-large-bne-capitel-ner_spanish
    results: []
language:
  - es
widget:
  - text: >-
      Karen Lopez, resisdente de la 105 # 58- 41, se encuentra en el área de
      cuidados intensivos

roberta-large-bne-capitel-ner_spanish

This model is a fine-tuned version of PlanTL-GOB-ES/roberta-large-bne-capitel-ner on the MEDDOCAN dataset. It achieves the following results on the evaluation set:

• Loss: 0.1915
• Precision: 0.8269
• Recall: 0.6719
• F1: 0.7414
• Accuracy: 0.9561

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Training results

Framework versions

• Transformers 4.42.4
• Pytorch 2.3.1+cu121
• Datasets 2.20.0
• Tokenizers 0.19.1