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# mt5-small-task2-dataset3

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: 0.3113
- Accuracy: 0.704

## 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: 5.6e-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: 15

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 1.3153        | 1.0   | 250  | 0.7513          | 0.526    |
| 0.8878        | 2.0   | 500  | 0.5870          | 0.576    |
| 0.7191        | 3.0   | 750  | 0.5021          | 0.578    |
| 0.5842        | 4.0   | 1000 | 0.4596          | 0.612    |
| 0.5085        | 5.0   | 1250 | 0.4158          | 0.62     |
| 0.4515        | 6.0   | 1500 | 0.3865          | 0.618    |
| 0.4086        | 7.0   | 1750 | 0.3755          | 0.648    |
| 0.3811        | 8.0   | 2000 | 0.3505          | 0.662    |
| 0.3449        | 9.0   | 2250 | 0.3366          | 0.678    |
| 0.3294        | 10.0  | 2500 | 0.3280          | 0.674    |
| 0.3146        | 11.0  | 2750 | 0.3201          | 0.702    |
| 0.305         | 12.0  | 3000 | 0.3146          | 0.69     |
| 0.2972        | 13.0  | 3250 | 0.3130          | 0.702    |
| 0.2819        | 14.0  | 3500 | 0.3106          | 0.696    |
| 0.2828        | 15.0  | 3750 | 0.3113          | 0.704    |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["accuracy"], "base_model": "google/mt5-small", "model-index": [{"name": "mt5-small-task2-dataset3", "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