full-transformer-1
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8586
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: 1
- 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 |
|---|---|---|---|
| 4.2263 | 0.03 | 76319 | 4.1915 |
| 4.0206 | 0.03 | 152638 | 4.0222 |
| 3.9134 | 0.03 | 228957 | 3.9480 |
| 3.8415 | 0.03 | 305276 | 3.9065 |
| 3.7892 | 0.03 | 381595 | 3.8822 |
| 3.7441 | 0.03 | 457914 | 3.8657 |
| 3.7141 | 0.03 | 534233 | 3.8559 |
| 3.6863 | 0.03 | 610552 | 3.8489 |
| 3.656 | 0.03 | 686871 | 3.8444 |
| 3.6321 | 0.03 | 763190 | 3.8424 |
| 3.6117 | 1.03 | 839509 | 3.8410 |
| 3.5988 | 0.03 | 915829 | 3.8357 |
| 3.5827 | 1.03 | 992149 | 3.8355 |
| 3.5611 | 0.03 | 1068469 | 3.8370 |
| 3.5415 | 1.03 | 1144789 | 3.8377 |
| 3.5289 | 0.03 | 1221109 | 3.8383 |
| 3.5099 | 1.03 | 1297429 | 3.8404 |
| 3.4976 | 0.03 | 1373749 | 3.8415 |
| 3.484 | 0.03 | 1450069 | 3.8435 |
| 3.4693 | 1.03 | 1526389 | 3.8449 |
| 3.4647 | 0.03 | 1602709 | 3.8460 |
| 3.4563 | 1.03 | 1679029 | 3.8485 |
| 3.4495 | 0.03 | 1755349 | 3.8494 |
| 3.4402 | 1.03 | 1831669 | 3.8513 |
| 3.4261 | 0.03 | 1907989 | 3.8521 |
| 3.4155 | 1.03 | 1984309 | 3.8544 |
| 3.4063 | 0.03 | 2060629 | 3.8541 |
| 3.3912 | 0.03 | 2136949 | 3.8547 |
| 3.3839 | 1.03 | 2213269 | 3.8563 |
| 3.3722 | 0.03 | 2289589 | 3.8577 |
| 3.3597 | 1.03 | 2365909 | 3.8587 |
| 3.3509 | 0.03 | 2442229 | 3.8590 |
| 3.338 | 0.03 | 2518549 | 3.8601 |
| 3.3275 | 0.03 | 2594869 | 3.8601 |
| 3.3179 | 0.03 | 2671189 | 3.8601 |
| 3.3068 | 1.03 | 2747509 | 3.8606 |
| 3.306 | 0.03 | 2823829 | 3.8600 |
| 3.3005 | 1.03 | 2900149 | 3.8602 |
| 3.2976 | 0.03 | 2976469 | 3.8597 |
| 3.2904 | 1.02 | 3052726 | 3.8586 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
- Downloads last month
- 30