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# mt5-small-finetuned-amazon-en-es

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: 3.0776
- Rouge1: 17.1599
- Rouge2: 8.2904
- Rougel: 16.6545
- Rougelsum: 16.5300

## 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: 8

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2 | Rougel  | Rougelsum |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|
| No log        | 1.0   | 605  | 3.5710          | 9.3900  | 2.6770 | 9.1709  | 9.1135    |
| 7.5904        | 2.0   | 1210 | 3.2543          | 14.2966 | 6.2958 | 14.0852 | 14.0586   |
| 7.5904        | 3.0   | 1815 | 3.1786          | 16.2311 | 8.5321 | 15.7644 | 15.6407   |
| 3.7554        | 4.0   | 2420 | 3.1221          | 16.7133 | 8.0371 | 16.2411 | 16.2686   |
| 3.7554        | 5.0   | 3025 | 3.0949          | 16.6997 | 8.1775 | 16.3488 | 16.2770   |
| 3.4989        | 6.0   | 3630 | 3.0783          | 17.1311 | 8.4226 | 16.5727 | 16.4100   |
| 3.4989        | 7.0   | 4235 | 3.0826          | 17.7307 | 8.7096 | 17.1220 | 17.0210   |
| 3.4012        | 8.0   | 4840 | 3.0776          | 17.1599 | 8.2904 | 16.6545 | 16.5300   |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.0+cu118
- Datasets 2.16.1
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["summarization", "generated_from_trainer"], "metrics": ["rouge"], "base_model": "google/mt5-small", "model-index": [{"name": "mt5-small-finetuned-amazon-en-es", "results": []}]}
transformers safetensors mt5 text2text-generation summarization generated_from_trainer base_model:google/mt5-small license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us