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small-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: 7.1835
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 |
---|---|---|---|
8.3595 | 0.47 | 500 | 7.7821 |
7.6336 | 0.94 | 1000 | 7.5475 |
7.4246 | 1.41 | 1500 | 7.3869 |
7.353 | 1.87 | 2000 | 7.3769 |
7.2958 | 2.34 | 2500 | 7.2818 |
7.1653 | 2.81 | 3000 | 7.2792 |
7.1458 | 3.28 | 3500 | 7.2881 |
7.0583 | 3.75 | 4000 | 7.1575 |
7.0762 | 4.22 | 4500 | 7.1215 |
7.0301 | 4.69 | 5000 | 7.1835 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.1+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2