det-noun-transformer-4
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8625
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: 4
- 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 |
---|---|---|---|
4.2265 | 0.03 | 76320 | 4.1933 |
4.0211 | 1.03 | 152640 | 4.0256 |
3.9102 | 0.03 | 228960 | 3.9514 |
3.8417 | 1.03 | 305280 | 3.9101 |
3.7944 | 0.03 | 381600 | 3.8847 |
3.7534 | 1.03 | 457920 | 3.8693 |
3.7172 | 0.03 | 534240 | 3.8593 |
3.6857 | 1.03 | 610560 | 3.8514 |
3.6545 | 0.03 | 686880 | 3.8483 |
3.6314 | 1.03 | 763200 | 3.8455 |
3.6099 | 0.03 | 839520 | 3.8441 |
3.5885 | 1.03 | 915840 | 3.8427 |
3.5693 | 0.03 | 992160 | 3.8427 |
3.5474 | 1.03 | 1068480 | 3.8436 |
3.532 | 0.03 | 1144800 | 3.8443 |
3.5271 | 1.03 | 1221120 | 3.8454 |
3.5106 | 0.03 | 1297440 | 3.8458 |
3.4986 | 1.03 | 1373760 | 3.8474 |
3.4807 | 0.03 | 1450080 | 3.8499 |
3.4737 | 1.03 | 1526400 | 3.8510 |
3.4684 | 0.03 | 1602720 | 3.8523 |
3.4583 | 1.03 | 1679040 | 3.8554 |
3.4486 | 0.03 | 1755360 | 3.8559 |
3.4354 | 1.03 | 1831680 | 3.8575 |
3.4221 | 0.03 | 1908000 | 3.8579 |
3.4097 | 1.03 | 1984320 | 3.8596 |
3.4002 | 0.03 | 2060640 | 3.8605 |
3.3898 | 1.03 | 2136960 | 3.8624 |
3.38 | 0.03 | 2213280 | 3.8622 |
3.3648 | 0.03 | 2289600 | 3.8636 |
3.3565 | 1.03 | 2365920 | 3.8648 |
3.352 | 0.03 | 2442240 | 3.8656 |
3.3419 | 1.03 | 2518560 | 3.8656 |
3.3314 | 0.03 | 2594880 | 3.8659 |
3.3174 | 1.03 | 2671200 | 3.8659 |
3.3134 | 0.03 | 2747520 | 3.8667 |
3.3108 | 0.03 | 2823840 | 3.8660 |
3.3053 | 1.03 | 2900160 | 3.8651 |
3.2993 | 0.03 | 2976480 | 3.8642 |
3.2894 | 1.02 | 3052726 | 3.8625 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
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