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movie-roberta-base-finetuned-movie-p1
This model is a fine-tuned version of thatdramebaazguy/movie-roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3949
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: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 7.7521 | 1.0 | 108 | 4.7594 |
| 4.289 | 2.0 | 216 | 2.8672 |
| 2.5416 | 3.0 | 324 | 1.3464 |
| 1.2104 | 4.0 | 432 | 0.6174 |
| 0.596 | 5.0 | 540 | 0.4700 |
| 0.4817 | 6.0 | 648 | 0.4568 |
| 0.4701 | 7.0 | 756 | 0.4418 |
| 0.4308 | 8.0 | 864 | 0.4774 |
| 0.4157 | 9.0 | 972 | 0.4426 |
| 0.4256 | 10.0 | 1080 | 0.4752 |
| 0.4186 | 11.0 | 1188 | 0.4686 |
| 0.4141 | 12.0 | 1296 | 0.4242 |
| 0.3786 | 13.0 | 1404 | 0.4166 |
| 0.384 | 14.0 | 1512 | 0.4333 |
| 0.3734 | 15.0 | 1620 | 0.4548 |
| 0.3761 | 16.0 | 1728 | 0.3834 |
| 0.3606 | 17.0 | 1836 | 0.3476 |
| 0.3556 | 18.0 | 1944 | 0.4258 |
| 0.3692 | 19.0 | 2052 | 0.3336 |
| 0.3572 | 20.0 | 2160 | 0.4304 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.7.1
- Tokenizers 0.13.2
