pp-mod-subj-transformer-2
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.9189
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 |
---|---|---|---|
4.2295 | 0.03 | 76319 | 4.2460 |
4.0231 | 0.03 | 152638 | 4.0758 |
3.9178 | 0.03 | 228957 | 4.0001 |
3.8454 | 0.03 | 305276 | 3.9592 |
3.7934 | 0.03 | 381595 | 3.9336 |
3.7503 | 0.03 | 457914 | 3.9190 |
3.7152 | 0.03 | 534233 | 3.9088 |
3.6863 | 0.03 | 610552 | 3.9023 |
3.6576 | 0.03 | 686871 | 3.8977 |
3.6331 | 1.03 | 763190 | 3.8957 |
3.6109 | 0.03 | 839510 | 3.8893 |
3.5889 | 1.03 | 915830 | 3.8901 |
3.571 | 0.03 | 992150 | 3.8901 |
3.5544 | 1.03 | 1068470 | 3.8913 |
3.5353 | 0.03 | 1144790 | 3.8925 |
3.5236 | 1.03 | 1221110 | 3.8951 |
3.5072 | 0.03 | 1297430 | 3.8966 |
3.4951 | 1.03 | 1373750 | 3.8979 |
3.4837 | 0.03 | 1450070 | 3.8999 |
3.4736 | 0.03 | 1526390 | 3.9007 |
3.4667 | 1.03 | 1602710 | 3.9031 |
3.4513 | 0.03 | 1679030 | 3.9036 |
3.4392 | 0.03 | 1755350 | 3.9068 |
3.4296 | 1.03 | 1831670 | 3.9090 |
3.4146 | 0.03 | 1907990 | 3.9102 |
3.4042 | 0.03 | 1984310 | 3.9112 |
3.3929 | 1.03 | 2060630 | 3.9125 |
3.3825 | 0.03 | 2136950 | 3.9158 |
3.3718 | 1.03 | 2213270 | 3.9160 |
3.3648 | 0.03 | 2289590 | 3.9177 |
3.3522 | 0.03 | 2365910 | 3.9185 |
3.3433 | 1.03 | 2442230 | 3.9193 |
3.3302 | 0.03 | 2518550 | 3.9203 |
3.3225 | 0.03 | 2594870 | 3.9205 |
3.3142 | 1.03 | 2671190 | 3.9214 |
3.3087 | 0.03 | 2747510 | 3.9222 |
3.3031 | 0.03 | 2823830 | 3.9223 |
3.2928 | 0.03 | 2900150 | 3.9217 |
3.2847 | 1.03 | 2976470 | 3.9198 |
3.2821 | 0.02 | 3052726 | 3.9189 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
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