my_awesome_eli5_mlm_model
This model is a fine-tuned version of BoghdadyJR/my_awesome_eli5_mlm_model on the eli5_category dataset. It achieves the following results on the evaluation set:
- Loss: 0.0005
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: 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: 15
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
No log | 1.0 | 43 | 0.0000 |
No log | 2.0 | 86 | 0.0015 |
No log | 3.0 | 129 | 0.0002 |
No log | 4.0 | 172 | 0.0000 |
No log | 5.0 | 215 | 0.0000 |
No log | 6.0 | 258 | 0.0103 |
No log | 7.0 | 301 | 0.0002 |
No log | 8.0 | 344 | 0.0000 |
No log | 9.0 | 387 | 0.0000 |
No log | 10.0 | 430 | 0.0000 |
No log | 11.0 | 473 | 0.0000 |
0.0031 | 12.0 | 516 | 0.0000 |
0.0031 | 13.0 | 559 | 0.0000 |
0.0031 | 14.0 | 602 | 0.0000 |
0.0031 | 15.0 | 645 | 0.0000 |
Framework versions
- Transformers 4.42.3
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
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