full-transformer-2
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8632
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 |
---|---|---|---|
4.2266 | 0.03 | 76319 | 4.1944 |
4.0224 | 0.03 | 152638 | 4.0245 |
3.9145 | 0.03 | 228957 | 3.9506 |
3.84 | 0.03 | 305276 | 3.9094 |
3.789 | 0.03 | 381595 | 3.8845 |
3.7449 | 0.03 | 457914 | 3.8676 |
3.7126 | 0.03 | 534233 | 3.8570 |
3.6841 | 0.03 | 610552 | 3.8508 |
3.6541 | 0.03 | 686871 | 3.8470 |
3.631 | 1.03 | 763190 | 3.8435 |
3.619 | 0.03 | 839510 | 3.8375 |
3.5952 | 1.03 | 915830 | 3.8386 |
3.5789 | 0.03 | 992150 | 3.8388 |
3.557 | 1.03 | 1068470 | 3.8406 |
3.5414 | 0.03 | 1144790 | 3.8415 |
3.527 | 1.03 | 1221110 | 3.8423 |
3.5077 | 0.03 | 1297430 | 3.8434 |
3.4936 | 1.03 | 1373750 | 3.8451 |
3.4789 | 0.03 | 1450070 | 3.8475 |
3.4682 | 1.03 | 1526390 | 3.8490 |
3.4615 | 0.03 | 1602710 | 3.8520 |
3.4517 | 1.03 | 1679030 | 3.8528 |
3.4472 | 0.03 | 1755350 | 3.8531 |
3.4383 | 1.03 | 1831670 | 3.8562 |
3.4256 | 0.03 | 1907990 | 3.8566 |
3.4158 | 1.03 | 1984310 | 3.8574 |
3.4034 | 0.03 | 2060630 | 3.8590 |
3.3896 | 1.03 | 2136950 | 3.8613 |
3.3825 | 0.03 | 2213270 | 3.8611 |
3.3691 | 0.03 | 2289590 | 3.8624 |
3.3573 | 1.03 | 2365910 | 3.8634 |
3.3492 | 0.03 | 2442230 | 3.8649 |
3.3354 | 0.03 | 2518550 | 3.8658 |
3.3233 | 0.03 | 2594870 | 3.8659 |
3.3155 | 0.03 | 2671190 | 3.8670 |
3.3062 | 1.03 | 2747510 | 3.8663 |
3.3026 | 0.03 | 2823830 | 3.8661 |
3.2978 | 1.03 | 2900150 | 3.8658 |
3.2947 | 0.03 | 2976470 | 3.8644 |
3.2906 | 1.02 | 3052726 | 3.8632 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
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