existential-there-quantifier-transformer-4
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8637
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 |
---|---|---|---|
4.2235 | 0.03 | 76320 | 4.1958 |
4.0188 | 1.03 | 152640 | 4.0280 |
3.91 | 0.03 | 228960 | 3.9539 |
3.842 | 1.03 | 305280 | 3.9126 |
3.7897 | 0.03 | 381600 | 3.8869 |
3.7491 | 1.03 | 457920 | 3.8716 |
3.7159 | 0.03 | 534240 | 3.8599 |
3.6834 | 1.03 | 610560 | 3.8530 |
3.6553 | 0.03 | 686880 | 3.8482 |
3.628 | 1.03 | 763200 | 3.8453 |
3.605 | 0.03 | 839520 | 3.8447 |
3.5866 | 1.03 | 915840 | 3.8442 |
3.57 | 0.03 | 992160 | 3.8431 |
3.5489 | 1.03 | 1068480 | 3.8447 |
3.5349 | 0.03 | 1144800 | 3.8466 |
3.5248 | 1.03 | 1221120 | 3.8464 |
3.5096 | 0.03 | 1297440 | 3.8480 |
3.4935 | 1.03 | 1373760 | 3.8504 |
3.4796 | 0.03 | 1450080 | 3.8505 |
3.4725 | 1.03 | 1526400 | 3.8529 |
3.4618 | 0.03 | 1602720 | 3.8541 |
3.4538 | 1.03 | 1679040 | 3.8553 |
3.4437 | 0.03 | 1755360 | 3.8561 |
3.433 | 1.03 | 1831680 | 3.8574 |
3.4159 | 0.03 | 1908000 | 3.8589 |
3.4048 | 1.03 | 1984320 | 3.8615 |
3.3929 | 0.03 | 2060640 | 3.8618 |
3.3857 | 1.03 | 2136960 | 3.8629 |
3.3765 | 0.03 | 2213280 | 3.8634 |
3.3637 | 0.03 | 2289600 | 3.8657 |
3.3528 | 0.03 | 2365920 | 3.8668 |
3.3489 | 1.03 | 2442240 | 3.8667 |
3.338 | 0.03 | 2518560 | 3.8668 |
3.3283 | 1.03 | 2594880 | 3.8668 |
3.3179 | 0.03 | 2671200 | 3.8676 |
3.3121 | 1.03 | 2747520 | 3.8667 |
3.3055 | 0.03 | 2823840 | 3.8658 |
3.2992 | 0.03 | 2900160 | 3.8658 |
3.2958 | 1.03 | 2976480 | 3.8648 |
3.2866 | 0.02 | 3052726 | 3.8637 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
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