rel-cl-transformer-0
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8699
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 0
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 3052726
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
4.2382 | 0.03 | 76319 | 4.2042 |
4.0307 | 0.03 | 152638 | 4.0327 |
3.9222 | 0.03 | 228957 | 3.9574 |
3.8527 | 0.03 | 305276 | 3.9168 |
3.801 | 0.03 | 381595 | 3.8918 |
3.7541 | 0.03 | 457914 | 3.8757 |
3.7221 | 0.03 | 534233 | 3.8658 |
3.6957 | 0.03 | 610552 | 3.8590 |
3.6667 | 0.03 | 686871 | 3.8554 |
3.6453 | 1.03 | 763190 | 3.8523 |
3.6192 | 0.03 | 839510 | 3.8462 |
3.5982 | 1.03 | 915830 | 3.8452 |
3.5776 | 0.03 | 992150 | 3.8462 |
3.5578 | 1.03 | 1068470 | 3.8471 |
3.5435 | 0.03 | 1144790 | 3.8483 |
3.5315 | 0.03 | 1221110 | 3.8497 |
3.5166 | 1.03 | 1297430 | 3.8510 |
3.503 | 0.03 | 1373750 | 3.8521 |
3.4887 | 1.03 | 1450070 | 3.8523 |
3.48 | 0.03 | 1526390 | 3.8554 |
3.4708 | 1.03 | 1602710 | 3.8568 |
3.4599 | 0.03 | 1679030 | 3.8580 |
3.4537 | 1.03 | 1755350 | 3.8606 |
3.4405 | 0.03 | 1831670 | 3.8623 |
3.4267 | 1.03 | 1907990 | 3.8639 |
3.4123 | 0.03 | 1984310 | 3.8648 |
3.4003 | 1.03 | 2060630 | 3.8659 |
3.3919 | 0.03 | 2136950 | 3.8671 |
3.3794 | 1.03 | 2213270 | 3.8681 |
3.3664 | 0.03 | 2289590 | 3.8695 |
3.3621 | 1.03 | 2365910 | 3.8696 |
3.3539 | 0.03 | 2442230 | 3.8706 |
3.3443 | 1.03 | 2518550 | 3.8709 |
3.3337 | 0.03 | 2594870 | 3.8724 |
3.3238 | 0.03 | 2671190 | 3.8724 |
3.3164 | 0.03 | 2747510 | 3.8723 |
3.3113 | 1.03 | 2823830 | 3.8722 |
3.3057 | 0.03 | 2900150 | 3.8716 |
3.303 | 1.03 | 2976470 | 3.8705 |
3.2925 | 0.02 | 3052726 | 3.8699 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
- Downloads last month
- 1