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model1
This model was trained from scratch on the squad dataset. It achieves the following results on the evaluation set:
- Loss: 1.5937
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: 32
- eval_batch_size: 32
- 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 |
|---|---|---|---|
| No log | 1.0 | 125 | 3.1344 |
| No log | 2.0 | 250 | 1.9295 |
| No log | 3.0 | 375 | 1.6427 |
| 2.3223 | 4.0 | 500 | 1.6039 |
| 2.3223 | 5.0 | 625 | 1.5937 |
Framework versions
- Transformers 4.27.2
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
