---
license: mit
tags:
- generated_from_keras_callback
model-index:
- name: ghdi/imbd-reviews-sample
  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. -->

# ghdi/imbd-reviews-sample

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: 5.9326
- Validation Loss: 6.3691
- 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 |
|:----------:|:---------------:|:-----:|
| 7.4384     | 7.2924          | 0     |
| 7.0231     | 6.9971          | 1     |
| 6.7445     | 6.7865          | 2     |
| 6.5201     | 6.6116          | 3     |
| 6.2942     | 6.4619          | 4     |
| 6.0867     | 6.3691          | 5     |
| 5.9325     | 6.3691          | 6     |
| 5.9331     | 6.3691          | 7     |
| 5.9327     | 6.3691          | 8     |
| 5.9318     | 6.3691          | 9     |
| 5.9309     | 6.3691          | 10    |
| 5.9304     | 6.3691          | 11    |
| 5.9312     | 6.3691          | 12    |
| 5.9339     | 6.3691          | 13    |
| 5.9322     | 6.3691          | 14    |
| 5.9351     | 6.3691          | 15    |
| 5.9311     | 6.3691          | 16    |
| 5.9328     | 6.3691          | 17    |
| 5.9307     | 6.3691          | 18    |
| 5.9326     | 6.3691          | 19    |


### Framework versions

- Transformers 4.27.4
- TensorFlow 2.12.0
- Datasets 2.11.0
- Tokenizers 0.13.2