det-adj-noun-transformer-0
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8627
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 |
---|---|---|---|
4.2093 | 0.03 | 76320 | 4.1924 |
4.0077 | 1.03 | 152640 | 4.0250 |
3.9 | 0.03 | 228960 | 3.9514 |
3.8353 | 1.03 | 305280 | 3.9109 |
3.7849 | 0.03 | 381600 | 3.8862 |
3.7477 | 1.03 | 457920 | 3.8694 |
3.7161 | 0.03 | 534240 | 3.8594 |
3.6848 | 0.03 | 610560 | 3.8529 |
3.6543 | 1.03 | 686880 | 3.8490 |
3.6298 | 0.03 | 763200 | 3.8465 |
3.6061 | 1.03 | 839520 | 3.8443 |
3.589 | 0.03 | 915840 | 3.8437 |
3.5737 | 0.03 | 992160 | 3.8447 |
3.5525 | 1.03 | 1068480 | 3.8432 |
3.5371 | 0.03 | 1144800 | 3.8444 |
3.5146 | 1.03 | 1221120 | 3.8455 |
3.4986 | 0.03 | 1297440 | 3.8471 |
3.4865 | 1.03 | 1373760 | 3.8483 |
3.4721 | 0.03 | 1450080 | 3.8492 |
3.4674 | 1.03 | 1526400 | 3.8505 |
3.4602 | 0.03 | 1602720 | 3.8525 |
3.4524 | 1.03 | 1679040 | 3.8546 |
3.4457 | 0.03 | 1755360 | 3.8557 |
3.4342 | 1.03 | 1831680 | 3.8564 |
3.4182 | 0.03 | 1908000 | 3.8590 |
3.4057 | 1.03 | 1984320 | 3.8596 |
3.394 | 0.03 | 2060640 | 3.8614 |
3.3856 | 1.03 | 2136960 | 3.8628 |
3.3814 | 0.03 | 2213280 | 3.8628 |
3.3665 | 1.03 | 2289600 | 3.8641 |
3.3551 | 0.03 | 2365920 | 3.8649 |
3.338 | 1.03 | 2442240 | 3.8653 |
3.3277 | 0.03 | 2518560 | 3.8663 |
3.3204 | 1.03 | 2594880 | 3.8663 |
3.3108 | 0.03 | 2671200 | 3.8669 |
3.3083 | 1.03 | 2747520 | 3.8661 |
3.3016 | 0.03 | 2823840 | 3.8657 |
3.2997 | 1.03 | 2900160 | 3.8648 |
3.2959 | 0.03 | 2976480 | 3.8644 |
3.2869 | 1.02 | 3052726 | 3.8627 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
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