full2-transformer-2
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8584
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 |
|---|---|---|---|
| 4.22 | 0.03 | 76320 | 4.1907 |
| 4.0167 | 1.03 | 152640 | 4.0230 |
| 3.9066 | 0.03 | 228960 | 3.9490 |
| 3.8414 | 1.03 | 305280 | 3.9087 |
| 3.7903 | 0.03 | 381600 | 3.8839 |
| 3.7508 | 1.03 | 457920 | 3.8681 |
| 3.7209 | 0.03 | 534240 | 3.8568 |
| 3.6915 | 1.03 | 610560 | 3.8505 |
| 3.6633 | 0.03 | 686880 | 3.8461 |
| 3.637 | 1.03 | 763200 | 3.8436 |
| 3.6162 | 0.03 | 839520 | 3.8419 |
| 3.5939 | 1.03 | 915840 | 3.8410 |
| 3.5798 | 0.03 | 992160 | 3.8408 |
| 3.5601 | 1.03 | 1068480 | 3.8400 |
| 3.5423 | 0.03 | 1144800 | 3.8404 |
| 3.5269 | 1.03 | 1221120 | 3.8419 |
| 3.5095 | 0.03 | 1297440 | 3.8427 |
| 3.4963 | 0.03 | 1373760 | 3.8442 |
| 3.4819 | 1.03 | 1450080 | 3.8454 |
| 3.4756 | 0.03 | 1526400 | 3.8473 |
| 3.464 | 1.03 | 1602720 | 3.8481 |
| 3.4565 | 0.03 | 1679040 | 3.8492 |
| 3.4517 | 1.03 | 1755360 | 3.8505 |
| 3.442 | 0.03 | 1831680 | 3.8521 |
| 3.4276 | 1.03 | 1908000 | 3.8537 |
| 3.4171 | 0.03 | 1984320 | 3.8547 |
| 3.405 | 1.03 | 2060640 | 3.8551 |
| 3.3944 | 0.03 | 2136960 | 3.8572 |
| 3.3867 | 1.03 | 2213280 | 3.8572 |
| 3.3758 | 0.03 | 2289600 | 3.8585 |
| 3.3616 | 1.03 | 2365920 | 3.8600 |
| 3.3521 | 0.03 | 2442240 | 3.8597 |
| 3.3394 | 0.03 | 2518560 | 3.8603 |
| 3.331 | 1.03 | 2594880 | 3.8607 |
| 3.3193 | 0.03 | 2671200 | 3.8603 |
| 3.316 | 0.03 | 2747520 | 3.8615 |
| 3.308 | 1.03 | 2823840 | 3.8602 |
| 3.3024 | 0.03 | 2900160 | 3.8606 |
| 3.3017 | 0.03 | 2976480 | 3.8594 |
| 3.296 | 1.02 | 3052726 | 3.8584 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3