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# Alex034/t5-base-finetuned-summary

This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 1.0271
- Validation Loss: 1.0757
- Train Rouge1: 19.0533
- Train Rouge2: 11.1741
- Train Rougel: 17.8728
- Train Rougelsum: 18.4536
- Train Gen Len: 19.0
- Epoch: 8

## 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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32

### Training results

| Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Gen Len | Epoch |
|:----------:|:---------------:|:------------:|:------------:|:------------:|:---------------:|:-------------:|:-----:|
| 1.3902     | 1.2441          | 18.3117      | 10.6041      | 17.2628      | 17.7391         | 19.0          | 0     |
| 1.2550     | 1.1977          | 18.3266      | 10.5940      | 17.2537      | 17.7704         | 19.0          | 1     |
| 1.2009     | 1.1616          | 18.4395      | 10.6141      | 17.2987      | 17.8340         | 19.0          | 2     |
| 1.1585     | 1.1391          | 18.6576      | 10.9045      | 17.5763      | 18.0749         | 19.0          | 3     |
| 1.1260     | 1.1230          | 18.8069      | 11.0361      | 17.7010      | 18.2123         | 19.0          | 4     |
| 1.0944     | 1.1077          | 18.7422      | 10.9589      | 17.6239      | 18.1584         | 19.0          | 5     |
| 1.0703     | 1.1010          | 18.8101      | 10.9865      | 17.6687      | 18.2161         | 19.0          | 6     |
| 1.0486     | 1.0833          | 19.1833      | 11.2929      | 18.0132      | 18.5919         | 19.0          | 7     |
| 1.0271     | 1.0757          | 19.0533      | 11.1741      | 17.8728      | 18.4536         | 19.0          | 8     |


### Framework versions

- Transformers 4.35.0
- TensorFlow 2.13.0
- Datasets 2.15.0
- Tokenizers 0.14.1

{"license": "apache-2.0", "tags": ["generated_from_keras_callback"], "base_model": "t5-base", "model-index": [{"name": "Alex034/t5-base-finetuned-summary", "results": []}]}
transformers tf tensorboard t5 text2text-generation generated_from_keras_callback base_model:t5-base license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us