full-transformer-0
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8574
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: 0
- 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 |
---|---|---|---|
4.2272 | 0.03 | 76319 | 4.1922 |
4.0217 | 0.03 | 152638 | 4.0235 |
3.9137 | 0.03 | 228957 | 3.9498 |
3.8418 | 0.03 | 305276 | 3.9089 |
3.7884 | 0.03 | 381595 | 3.8835 |
3.7434 | 0.03 | 457914 | 3.8676 |
3.7119 | 0.03 | 534233 | 3.8562 |
3.6842 | 0.03 | 610552 | 3.8496 |
3.6538 | 0.03 | 686871 | 3.8450 |
3.6357 | 0.03 | 763191 | 3.8364 |
3.6082 | 1.03 | 839511 | 3.8347 |
3.598 | 0.03 | 915831 | 3.8313 |
3.5812 | 1.03 | 992151 | 3.8313 |
3.5599 | 0.03 | 1068471 | 3.8335 |
3.5412 | 0.03 | 1144791 | 3.8343 |
3.5247 | 1.03 | 1221111 | 3.8362 |
3.5081 | 0.03 | 1297431 | 3.8378 |
3.4931 | 0.03 | 1373751 | 3.8381 |
3.4798 | 0.03 | 1450071 | 3.8409 |
3.4681 | 1.03 | 1526391 | 3.8417 |
3.461 | 0.03 | 1602711 | 3.8434 |
3.4525 | 1.03 | 1679031 | 3.8458 |
3.4464 | 0.03 | 1755351 | 3.8472 |
3.4375 | 1.03 | 1831671 | 3.8468 |
3.4228 | 0.03 | 1907991 | 3.8502 |
3.4133 | 1.03 | 1984311 | 3.8497 |
3.4024 | 0.03 | 2060631 | 3.8522 |
3.3884 | 1.03 | 2136951 | 3.8521 |
3.3802 | 0.03 | 2213271 | 3.8547 |
3.3687 | 1.03 | 2289591 | 3.8551 |
3.357 | 0.03 | 2365911 | 3.8567 |
3.3491 | 0.03 | 2442231 | 3.8573 |
3.3373 | 0.03 | 2518551 | 3.8573 |
3.3252 | 1.03 | 2594871 | 3.8583 |
3.3165 | 0.03 | 2671191 | 3.8585 |
3.308 | 1.03 | 2747511 | 3.8583 |
3.3053 | 0.03 | 2823831 | 3.8585 |
3.3008 | 1.03 | 2900151 | 3.8585 |
3.2966 | 0.03 | 2976471 | 3.8579 |
3.294 | 0.02 | 3052726 | 3.8574 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
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