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# bert-base-spanish-wwm-uncased-2023-11-13-20-51

This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-uncased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-uncased) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.0883

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 1.9308        | 0.59  | 500  | 1.7528          |
| 1.7079        | 1.19  | 1000 | 1.5517          |
| 1.5614        | 1.78  | 1500 | 1.4558          |
| 1.4384        | 2.38  | 2000 | 1.3825          |
| 1.3972        | 2.97  | 2500 | 1.3105          |
| 1.3532        | 3.56  | 3000 | 1.2872          |
| 1.3114        | 4.16  | 3500 | 1.2455          |
| 1.269         | 4.75  | 4000 | 1.2113          |
| 1.2525        | 5.34  | 4500 | 1.1863          |
| 1.2171        | 5.94  | 5000 | 1.1597          |
| 1.1669        | 6.53  | 5500 | 1.1412          |
| 1.1529        | 7.13  | 6000 | 1.1352          |
| 1.1532        | 7.72  | 6500 | 1.1115          |
| 1.1684        | 8.31  | 7000 | 1.1078          |
| 1.1286        | 8.91  | 7500 | 1.0950          |
| 1.1416        | 9.5   | 8000 | 1.0948          |


### 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-uncased", "model-index": [{"name": "bert-base-spanish-wwm-uncased-2023-11-13-20-51", "results": []}]}
transformers safetensors bert fill-mask generated_from_trainer base_model:dccuchile/bert-base-spanish-wwm-uncased autotrain_compatible endpoints_compatible region:us