| library_name: transformers | |
| base_model: dccuchile/bert-base-spanish-wwm-cased | |
| tags: | |
| - generated_from_trainer | |
| metrics: | |
| - f1 | |
| model-index: | |
| - name: Modelos | |
| results: [] | |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You | |
| should probably proofread and complete it, then remove this comment. --> | |
| # Modelos | |
| This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) on the None dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 1.5910 | |
| - F1: 0.4303 | |
| ## 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: 5e-05 | |
| - train_batch_size: 8 | |
| - eval_batch_size: 8 | |
| - seed: 42 | |
| - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments | |
| - lr_scheduler_type: linear | |
| - num_epochs: 3.0 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | F1 | | |
| |:-------------:|:-----:|:----:|:---------------:|:------:| | |
| | 0.918 | 1.0 | 721 | 0.8795 | 0.3729 | | |
| | 0.796 | 2.0 | 1442 | 0.9568 | 0.4208 | | |
| | 0.4123 | 3.0 | 2163 | 1.5910 | 0.4303 | | |
| ### Framework versions | |
| - Transformers 4.53.0 | |
| - Pytorch 2.6.0+cu124 | |
| - Datasets 2.14.4 | |
| - Tokenizers 0.21.2 | |