binding-c-command-transformer-3
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8658
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: 3
- 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 |
|---|---|---|---|
| 4.2247 | 0.03 | 76320 | 4.1929 |
| 4.0198 | 1.03 | 152640 | 4.0244 |
| 3.9092 | 0.03 | 228960 | 3.9511 |
| 3.8454 | 1.03 | 305280 | 3.9100 |
| 3.7914 | 0.03 | 381600 | 3.8855 |
| 3.7515 | 1.03 | 457920 | 3.8704 |
| 3.7206 | 0.03 | 534240 | 3.8592 |
| 3.6904 | 1.03 | 610560 | 3.8529 |
| 3.6599 | 0.03 | 686880 | 3.8485 |
| 3.6327 | 1.03 | 763200 | 3.8462 |
| 3.6099 | 0.03 | 839520 | 3.8442 |
| 3.5921 | 1.03 | 915840 | 3.8425 |
| 3.5727 | 0.03 | 992160 | 3.8434 |
| 3.5518 | 1.03 | 1068480 | 3.8435 |
| 3.5346 | 0.03 | 1144800 | 3.8455 |
| 3.5247 | 1.03 | 1221120 | 3.8466 |
| 3.5068 | 0.03 | 1297440 | 3.8471 |
| 3.4938 | 1.03 | 1373760 | 3.8493 |
| 3.4788 | 0.03 | 1450080 | 3.8510 |
| 3.4741 | 1.03 | 1526400 | 3.8531 |
| 3.4643 | 0.03 | 1602720 | 3.8544 |
| 3.4558 | 1.03 | 1679040 | 3.8559 |
| 3.4469 | 0.03 | 1755360 | 3.8578 |
| 3.437 | 0.03 | 1831680 | 3.8588 |
| 3.4233 | 0.03 | 1908000 | 3.8603 |
| 3.4114 | 1.03 | 1984320 | 3.8629 |
| 3.3993 | 0.03 | 2060640 | 3.8634 |
| 3.3883 | 1.03 | 2136960 | 3.8644 |
| 3.3801 | 0.03 | 2213280 | 3.8647 |
| 3.3644 | 1.03 | 2289600 | 3.8664 |
| 3.3534 | 0.03 | 2365920 | 3.8687 |
| 3.3476 | 1.03 | 2442240 | 3.8687 |
| 3.3359 | 0.03 | 2518560 | 3.8693 |
| 3.3257 | 0.03 | 2594880 | 3.8694 |
| 3.3153 | 1.03 | 2671200 | 3.8704 |
| 3.3126 | 0.03 | 2747520 | 3.8697 |
| 3.3042 | 1.03 | 2823840 | 3.8697 |
| 3.2995 | 0.03 | 2900160 | 3.8691 |
| 3.297 | 0.03 | 2976480 | 3.8675 |
| 3.2901 | 1.02 | 3052726 | 3.8658 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3