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# Alex034/t5-small-indosum-summary-freeze-2023

This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.4298
- Validation Loss: 0.3980
- Train Rouge1: 15.4223
- Train Rouge2: 12.0492
- Train Rougel: 15.1845
- Train Rougelsum: 15.3152
- Train Gen Len: 19.0
- Epoch: 7

## 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 |
|:----------:|:---------------:|:------------:|:------------:|:------------:|:---------------:|:-------------:|:-----:|
| 0.8090     | 0.5096          | 15.2389      | 11.8606      | 14.9960      | 15.1183         | 18.9949       | 0     |
| 0.5415     | 0.4703          | 15.2834      | 11.8967      | 15.0410      | 15.1655         | 19.0          | 1     |
| 0.5034     | 0.4504          | 15.3099      | 11.9243      | 15.0680      | 15.1904         | 19.0          | 2     |
| 0.4802     | 0.4351          | 15.3278      | 11.9505      | 15.0876      | 15.2106         | 19.0          | 3     |
| 0.4635     | 0.4253          | 15.3347      | 11.9515      | 15.0946      | 15.2179         | 19.0          | 4     |
| 0.4506     | 0.4133          | 15.3437      | 11.9680      | 15.1041      | 15.2289         | 19.0          | 5     |
| 0.4393     | 0.4073          | 15.3913      | 12.0178      | 15.1532      | 15.2772         | 19.0          | 6     |
| 0.4298     | 0.3980          | 15.4223      | 12.0492      | 15.1845      | 15.3152         | 19.0          | 7     |


### 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-small", "model-index": [{"name": "Alex034/t5-small-indosum-summary-freeze-2023", "results": []}]}
transformers tf tensorboard t5 text2text-generation generated_from_keras_callback base_model:t5-small license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us