metadata
tags:
- generated_from_trainer
model-index:
- name: full2-transformer-3
results: []
full2-transformer-3
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8634
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 |
|---|---|---|---|
| 4.2206 | 0.03 | 76320 | 4.1916 |
| 4.0169 | 1.03 | 152640 | 4.0236 |
| 3.9099 | 0.03 | 228960 | 3.9506 |
| 3.8437 | 1.03 | 305280 | 3.9106 |
| 3.7918 | 0.03 | 381600 | 3.8857 |
| 3.7519 | 1.03 | 457920 | 3.8689 |
| 3.7218 | 0.03 | 534240 | 3.8581 |
| 3.6904 | 1.03 | 610560 | 3.8518 |
| 3.6603 | 0.03 | 686880 | 3.8468 |
| 3.6377 | 1.03 | 763200 | 3.8447 |
| 3.6135 | 0.03 | 839520 | 3.8432 |
| 3.5916 | 1.03 | 915840 | 3.8415 |
| 3.5781 | 0.03 | 992160 | 3.8417 |
| 3.5586 | 1.03 | 1068480 | 3.8418 |
| 3.5407 | 0.03 | 1144800 | 3.8439 |
| 3.525 | 1.03 | 1221120 | 3.8447 |
| 3.5057 | 0.03 | 1297440 | 3.8447 |
| 3.4938 | 1.03 | 1373760 | 3.8463 |
| 3.4784 | 0.03 | 1450080 | 3.8474 |
| 3.4732 | 1.03 | 1526400 | 3.8485 |
| 3.4634 | 0.03 | 1602720 | 3.8501 |
| 3.4544 | 1.03 | 1679040 | 3.8525 |
| 3.448 | 0.03 | 1755360 | 3.8527 |
| 3.4382 | 0.03 | 1831680 | 3.8545 |
| 3.4259 | 0.03 | 1908000 | 3.8566 |
| 3.4159 | 1.03 | 1984320 | 3.8575 |
| 3.4029 | 0.03 | 2060640 | 3.8589 |
| 3.3911 | 0.03 | 2136960 | 3.8601 |
| 3.3832 | 0.03 | 2213280 | 3.8616 |
| 3.3725 | 0.03 | 2289600 | 3.8614 |
| 3.3585 | 1.03 | 2365920 | 3.8622 |
| 3.3487 | 0.03 | 2442240 | 3.8639 |
| 3.3357 | 1.03 | 2518560 | 3.8639 |
| 3.3261 | 0.03 | 2594880 | 3.8644 |
| 3.3146 | 0.03 | 2671200 | 3.8653 |
| 3.3102 | 1.03 | 2747520 | 3.8654 |
| 3.3041 | 0.03 | 2823840 | 3.8652 |
| 3.2998 | 1.03 | 2900160 | 3.8649 |
| 3.2998 | 0.03 | 2976480 | 3.8644 |
| 3.2926 | 1.02 | 3052726 | 3.8634 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3