---
license: mit
tags:
- generated_from_keras_callback
model-index:
- name: botGPT2_Context_v1
  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. -->

# botGPT2_Context_v1

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: 0.3524
- Train Accuracy: 0.0000
- Train Perplexity: 18824.3340
- Validation Loss: 0.3106
- Validation Accuracy: 0.0
- Validation Perplexity: 39785.5430
- 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': {'class_name': 'WarmUp', 'config': {'initial_learning_rate': 1e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 16381, '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 | Train Accuracy | Train Perplexity | Validation Loss | Validation Accuracy | Validation Perplexity | Epoch |
|:----------:|:--------------:|:----------------:|:---------------:|:-------------------:|:---------------------:|:-----:|
| 0.6295     | 0.0032         | 100042.4062      | 0.3106          | 0.0                 | 39785.5273            | 0     |
| 0.3528     | 0.0000         | 18560.1328       | 0.3106          | 0.0                 | 39785.5391            | 1     |
| 0.3525     | 0.0000         | 18773.9668       | 0.3106          | 0.0                 | 39785.5156            | 2     |
| 0.3525     | 0.0            | 18342.8223       | 0.3106          | 0.0                 | 39785.5078            | 3     |
| 0.3525     | 0.0000         | 19026.9180       | 0.3106          | 0.0                 | 39785.5508            | 4     |
| 0.3526     | 0.0            | 19108.625        | 0.3106          | 0.0                 | 39785.5195            | 5     |
| 0.3526     | 0.0000         | 19143.7520       | 0.3106          | 0.0                 | 39785.5312            | 6     |
| 0.3525     | 0.0000         | 18503.0938       | 0.3106          | 0.0                 | 39785.5195            | 7     |
| 0.3524     | 0.0000         | 18824.3340       | 0.3106          | 0.0                 | 39785.5430            | 8     |


### Framework versions

- Transformers 4.26.0
- TensorFlow 2.11.0
- Datasets 2.9.0
- Tokenizers 0.13.2