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small-mlm-imdb-from-scratch
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 6.6032
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 |
---|---|---|---|
7.7138 | 0.4 | 500 | 7.1366 |
6.9473 | 0.8 | 1000 | 6.9632 |
6.8296 | 1.2 | 1500 | 6.8737 |
6.7304 | 1.6 | 2000 | 6.7886 |
6.6742 | 2.0 | 2500 | 6.7366 |
6.6274 | 2.4 | 3000 | 6.6959 |
6.5938 | 2.8 | 3500 | 6.6709 |
6.5665 | 3.2 | 4000 | 6.6316 |
6.5348 | 3.6 | 4500 | 6.6198 |
6.5175 | 4.0 | 5000 | 6.6032 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.1+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2