metadata
tags:
- generated_from_trainer
model-index:
- name: byt5_1k
results: []
byt5_1k
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0868
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: 0.0001
- train_batch_size: 400
- eval_batch_size: 800
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 3 | 0.1081 |
| No log | 2.0 | 6 | 0.0983 |
| No log | 3.0 | 9 | 0.1285 |
| 0.1432 | 4.0 | 12 | 0.0961 |
| 0.1432 | 5.0 | 15 | 0.1040 |
| 0.1432 | 6.0 | 18 | 0.1032 |
| 0.1488 | 7.0 | 21 | 0.0938 |
| 0.1488 | 8.0 | 24 | 0.0979 |
| 0.1488 | 9.0 | 27 | 0.0976 |
| 0.1375 | 10.0 | 30 | 0.0885 |
| 0.1375 | 11.0 | 33 | 0.0907 |
| 0.1375 | 12.0 | 36 | 0.0863 |
| 0.1375 | 13.0 | 39 | 0.0843 |
| 0.1297 | 14.0 | 42 | 0.0833 |
| 0.1297 | 15.0 | 45 | 0.0840 |
| 0.1297 | 16.0 | 48 | 0.0861 |
| 0.1241 | 17.0 | 51 | 0.0903 |
| 0.1241 | 18.0 | 54 | 0.0891 |
| 0.1241 | 19.0 | 57 | 0.0876 |
| 0.1185 | 20.0 | 60 | 0.0868 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2