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# EUBART_mbart-large-50-finetuned-fr-to-fr

This model is a fine-tuned version of [facebook/mbart-large-50](https://huggingface.co/facebook/mbart-large-50) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1222
- Bleu: 93.6427
- Gen Len: 87.4468

## 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: 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
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step   | Validation Loss | Bleu    | Gen Len |
|:-------------:|:-----:|:------:|:---------------:|:-------:|:-------:|
| 0.1879        | 1.0   | 11114  | 0.1678          | 90.6739 | 86.5856 |
| 0.1477        | 2.0   | 22228  | 0.1393          | 91.7922 | 87.1561 |
| 0.1151        | 3.0   | 33342  | 0.1263          | 92.3714 | 87.222  |
| 0.0934        | 4.0   | 44456  | 0.1194          | 92.7986 | 87.379  |
| 0.075         | 5.0   | 55570  | 0.1170          | 92.9913 | 87.2281 |
| 0.0594        | 6.0   | 66684  | 0.1173          | 93.2666 | 87.5188 |
| 0.0477        | 7.0   | 77798  | 0.1188          | 93.3994 | 87.4319 |
| 0.0371        | 8.0   | 88912  | 0.1204          | 93.5183 | 87.4262 |
| 0.0317        | 9.0   | 100026 | 0.1209          | 93.6189 | 87.4425 |
| 0.0268        | 10.0  | 111140 | 0.1222          | 93.6427 | 87.4468 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.15.0

{"license": "mit", "tags": ["generated_from_trainer"], "metrics": ["bleu"], "base_model": "facebook/mbart-large-50", "model-index": [{"name": "EUBART_mbart-large-50-finetuned-fr-to-fr", "results": []}]}
transformers safetensors mbart text2text-generation generated_from_trainer base_model:facebook/mbart-large-50 license:mit autotrain_compatible endpoints_compatible region:us