metadata
license: mit
tags:
- generated_from_trainer
model-index:
- name: gpt2-shakespeare
results: []
gpt2-shakespeare
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.0345
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:
- learning_rate: 5e-05
- train_batch_size: 32
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.0017 | 0.53 | 500 | 2.3115 |
| 2.5821 | 1.05 | 1000 | 2.1626 |
| 2.4551 | 1.58 | 1500 | 2.0962 |
| 2.4095 | 2.1 | 2000 | 2.0540 |
| 2.3576 | 2.63 | 2500 | 2.0345 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2