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tiny-mlm-rotten_tomatoes-from-scratch
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 7.5142
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: 3e-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: constant
- training_steps: 5000
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
9.5559 | 0.47 | 500 | 8.8040 |
8.3143 | 0.94 | 1000 | 7.9867 |
7.7506 | 1.41 | 1500 | 7.6594 |
7.5897 | 1.87 | 2000 | 7.6136 |
7.5583 | 2.34 | 2500 | 7.5769 |
7.4661 | 2.81 | 3000 | 7.5657 |
7.4757 | 3.28 | 3500 | 7.5811 |
7.4083 | 3.75 | 4000 | 7.4780 |
7.4259 | 4.22 | 4500 | 7.4590 |
7.39 | 4.69 | 5000 | 7.5142 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.1+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2