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# spell_corrector_mt5_01012024

This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6800
- Bleu: 31.1934
- Gen Len: 15.8188

## 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: 15

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
| 13.9865       | 1.0   | 976   | 1.6965          | 15.4349 | 13.1848 |
| 2.8374        | 2.0   | 1952  | 1.2468          | 22.1368 | 15.9172 |
| 2.0333        | 3.0   | 2928  | 1.0291          | 25.1577 | 15.9044 |
| 1.7435        | 4.0   | 3904  | 0.9051          | 26.9628 | 15.9317 |
| 1.5687        | 5.0   | 4880  | 0.8453          | 28.2062 | 15.9029 |
| 1.4484        | 6.0   | 5856  | 0.8009          | 28.855  | 15.8879 |
| 1.3627        | 7.0   | 6832  | 0.7722          | 29.3878 | 15.8645 |
| 1.3183        | 8.0   | 7808  | 0.7467          | 29.6686 | 15.8503 |
| 1.2669        | 9.0   | 8784  | 0.7315          | 30.0695 | 15.8451 |
| 1.2321        | 10.0  | 9760  | 0.7162          | 30.3715 | 15.8328 |
| 1.1928        | 11.0  | 10736 | 0.6997          | 30.7385 | 15.8269 |
| 1.1848        | 12.0  | 11712 | 0.6934          | 30.9314 | 15.8242 |
| 1.1658        | 13.0  | 12688 | 0.6880          | 31.0662 | 15.8238 |
| 1.1476        | 14.0  | 13664 | 0.6826          | 31.1585 | 15.8183 |
| 1.1496        | 15.0  | 14640 | 0.6800          | 31.1934 | 15.8188 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["bleu"], "base_model": "google/mt5-small", "model-index": [{"name": "spell_corrector_mt5_01012024", "results": []}]}
transformers tensorboard safetensors mt5 text2text-generation generated_from_trainer base_model:google/mt5-small license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us