xtremedistil-l6-h256-uncased-finetuned_lr-2e-05_epochs-3
This model is a fine-tuned version of microsoft/xtremedistil-l6-h256-uncased on the squad dataset. It achieves the following results on the evaluation set:
- Loss: 1.2864
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6088 | 1.0 | 5533 | 1.4429 |
| 1.3928 | 2.0 | 11066 | 1.3183 |
| 1.3059 | 3.0 | 16599 | 1.2864 |
Framework versions
- Transformers 4.15.0
- Pytorch 1.10.0+cu111
- Datasets 1.17.0
- Tokenizers 0.10.3