binding-case-transformer-2
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8665
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: 2
- 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 |
|---|---|---|---|
| 4.2236 | 0.03 | 76320 | 4.1964 |
| 4.0182 | 1.03 | 152640 | 4.0272 |
| 3.91 | 0.03 | 228960 | 3.9534 |
| 3.8414 | 1.03 | 305280 | 3.9119 |
| 3.7918 | 0.03 | 381600 | 3.8873 |
| 3.7502 | 0.03 | 457920 | 3.8712 |
| 3.7204 | 1.03 | 534240 | 3.8612 |
| 3.6869 | 0.03 | 610560 | 3.8549 |
| 3.6592 | 1.03 | 686880 | 3.8507 |
| 3.635 | 0.03 | 763200 | 3.8488 |
| 3.6105 | 1.03 | 839520 | 3.8465 |
| 3.5921 | 0.03 | 915840 | 3.8457 |
| 3.571 | 1.03 | 992160 | 3.8463 |
| 3.5534 | 0.03 | 1068480 | 3.8462 |
| 3.5396 | 1.03 | 1144800 | 3.8481 |
| 3.5192 | 0.03 | 1221120 | 3.8492 |
| 3.5044 | 1.03 | 1297440 | 3.8499 |
| 3.4927 | 0.03 | 1373760 | 3.8517 |
| 3.4786 | 1.03 | 1450080 | 3.8538 |
| 3.4707 | 0.03 | 1526400 | 3.8534 |
| 3.4625 | 1.03 | 1602720 | 3.8559 |
| 3.4549 | 0.03 | 1679040 | 3.8577 |
| 3.4471 | 1.03 | 1755360 | 3.8590 |
| 3.4355 | 0.03 | 1831680 | 3.8603 |
| 3.4219 | 1.03 | 1908000 | 3.8616 |
| 3.4109 | 0.03 | 1984320 | 3.8622 |
| 3.4003 | 1.03 | 2060640 | 3.8631 |
| 3.3907 | 0.03 | 2136960 | 3.8647 |
| 3.376 | 0.03 | 2213280 | 3.8675 |
| 3.3656 | 1.03 | 2289600 | 3.8681 |
| 3.3573 | 0.03 | 2365920 | 3.8685 |
| 3.341 | 1.03 | 2442240 | 3.8701 |
| 3.33 | 0.03 | 2518560 | 3.8698 |
| 3.3222 | 1.03 | 2594880 | 3.8702 |
| 3.3137 | 0.03 | 2671200 | 3.8703 |
| 3.3096 | 1.03 | 2747520 | 3.8693 |
| 3.3045 | 0.03 | 2823840 | 3.8692 |
| 3.2982 | 0.03 | 2900160 | 3.8688 |
| 3.2947 | 1.03 | 2976480 | 3.8677 |
| 3.2868 | 0.02 | 3052726 | 3.8665 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3