---
license: mit
tags:
- generated_from_keras_callback
model-index:
- name: textgenerator
  results: []
---

<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->

# textgenerator

This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 5.7309
- Validation Loss: 6.3030
- Epoch: 19

## 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': {'class_name': 'WarmUp', 'config': {'initial_learning_rate': 5e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5e-05, 'decay_steps': -887, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, '__passive_serialization__': True}, 'warmup_steps': 1000, 'power': 1.0, '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 |
|:----------:|:---------------:|:-----:|
| 10.2937    | 9.6742          | 0     |
| 9.2524     | 8.8693          | 1     |
| 8.2666     | 7.9135          | 2     |
| 7.3757     | 7.3273          | 3     |
| 6.9147     | 6.9741          | 4     |
| 6.5844     | 6.7259          | 5     |
| 6.3340     | 6.5383          | 6     |
| 6.0966     | 6.3904          | 7     |
| 5.8915     | 6.3030          | 8     |
| 5.7314     | 6.3030          | 9     |
| 5.7268     | 6.3030          | 10    |
| 5.7300     | 6.3030          | 11    |
| 5.7283     | 6.3030          | 12    |
| 5.7314     | 6.3030          | 13    |
| 5.7284     | 6.3030          | 14    |
| 5.7323     | 6.3030          | 15    |
| 5.7304     | 6.3030          | 16    |
| 5.7292     | 6.3030          | 17    |
| 5.7311     | 6.3030          | 18    |
| 5.7309     | 6.3030          | 19    |


### Framework versions

- Transformers 4.21.0
- TensorFlow 2.8.2
- Datasets 2.4.0
- Tokenizers 0.12.1