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# financial_summary_T5_base

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: 0.7050
- Validation Loss: 0.5454
- Epoch: 9

## 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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 4e-05, 'decay_steps': 80, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: mixed_float16

### Training results

| Train Loss | Validation Loss | Epoch |
|:----------:|:---------------:|:-----:|
| 1.3255     | 0.6531          | 0     |
| 1.0058     | 0.6045          | 1     |
| 0.9171     | 0.5763          | 2     |
| 0.9254     | 0.5612          | 3     |
| 0.8332     | 0.5539          | 4     |
| 0.7879     | 0.5495          | 5     |
| 0.7316     | 0.5467          | 6     |
| 0.7271     | 0.5461          | 7     |
| 0.7228     | 0.5455          | 8     |
| 0.7050     | 0.5454          | 9     |


### Framework versions

- Transformers 4.35.2
- TensorFlow 2.14.0
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_keras_callback"], "base_model": "t5-base", "model-index": [{"name": "financial_summary_T5_base", "results": []}]}
transformers tf t5 text2text-generation generated_from_keras_callback base_model:t5-base license:apache-2.0 autotrain_compatible endpoints_compatible has_space text-generation-inference region:us