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# bert-base-spanish-wwm-cased-2023-11-13-22-45

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: 0.9028

## 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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.5609        | 0.59  | 500  | 1.4228          |
| 1.3889        | 1.19  | 1000 | 1.2819          |
| 1.2838        | 1.78  | 1500 | 1.1785          |
| 1.2015        | 2.38  | 2000 | 1.1307          |
| 1.1542        | 2.97  | 2500 | 1.0848          |
| 1.1251        | 3.56  | 3000 | 1.0549          |
| 1.0841        | 4.16  | 3500 | 1.0211          |
| 1.0549        | 4.75  | 4000 | 0.9953          |
| 1.049         | 5.34  | 4500 | 0.9839          |
| 0.9989        | 5.94  | 5000 | 0.9600          |
| 0.9805        | 6.53  | 5500 | 0.9512          |
| 0.9366        | 7.13  | 6000 | 0.9383          |
| 0.9645        | 7.72  | 6500 | 0.9214          |
| 0.9623        | 8.31  | 7000 | 0.9157          |
| 0.9237        | 8.91  | 7500 | 0.8967          |
| 0.9507        | 9.5   | 8000 | 0.9003          |


### Framework versions

- Transformers 4.35.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.6
- Tokenizers 0.14.1

{"tags": ["generated_from_trainer"], "base_model": "dccuchile/bert-base-spanish-wwm-cased", "model-index": [{"name": "bert-base-spanish-wwm-cased-2023-11-13-22-45", "results": []}]}
transformers safetensors bert fill-mask generated_from_trainer base_model:dccuchile/bert-base-spanish-wwm-cased autotrain_compatible endpoints_compatible region:us