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hmbert5pwwm
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.2622
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: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.5668 | 0.8 | 55380 | 4.5114 |
| 3.9101 | 1.6 | 110760 | 3.7929 |
| 3.6179 | 2.4 | 166140 | 3.5080 |
| 3.4659 | 3.2 | 221520 | 3.3407 |
| 3.3859 | 4.0 | 276900 | 3.2622 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.0
- Tokenizers 0.13.3
