Pakwiki_model
This model is a fine-tuned version of gpt2 on the Pakistani related pages on wikipedia dataset. It achieves the following results on the evaluation set:
- Loss: 2.9460
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.3237 | 1.0 | 1245 | 3.1256 |
| 2.9953 | 2.0 | 2490 | 3.0195 |
| 2.7845 | 3.0 | 3735 | 2.9717 |
| 2.6368 | 4.0 | 4980 | 2.9460 |
| 2.5652 | 5.0 | 6225 | 2.9460 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1