transformers safetensors mt5 text2text-generation simplification generated_from_trainer autotrain_compatible endpoints_compatible region:us
---
tags:
- simplification
- generated_from_trainer
metrics:
- bleu
model-index:
- name: mt5-base
  results: []
---

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# mt5-base

This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 7.2943
- Bleu: 0.5766
- Gen Len: 9.6098

## 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: 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: 4

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu   | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
| No log        | 1.0   | 16   | 10.5602         | 0.076  | 3.8049  |
| No log        | 2.0   | 32   | 8.3458          | 0.1439 | 5.1951  |
| No log        | 3.0   | 48   | 7.5921          | 0.4483 | 9.2683  |
| No log        | 4.0   | 64   | 7.2943          | 0.5766 | 9.6098  |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
