<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->
byt5-small-wikipron-eng-latn-us-broad-ft-au-broad
This model is a fine-tuned version of bookbot/byt5-small-wikipron-eng-latn-us-broad on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1622
- Per: 0.3093
- Gen Len: 16.2807
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: 0.0002
- train_batch_size: 128
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Per | Gen Len |
|---|---|---|---|---|---|
| 0.4533 | 1.0 | 243 | 0.1681 | 0.3224 | 16.2423 |
| 0.1917 | 2.0 | 486 | 0.1618 | 0.3133 | 16.255 |
| 0.1726 | 3.0 | 729 | 0.1580 | 0.3126 | 16.2665 |
| 0.1591 | 4.0 | 972 | 0.1599 | 0.3126 | 16.2692 |
| 0.1506 | 5.0 | 1215 | 0.1583 | 0.3104 | 16.2694 |
| 0.1425 | 6.0 | 1458 | 0.1608 | 0.312 | 16.2782 |
| 0.1364 | 7.0 | 1701 | 0.1599 | 0.3104 | 16.2858 |
| 0.1308 | 8.0 | 1944 | 0.1600 | 0.3105 | 16.2755 |
| 0.1268 | 9.0 | 2187 | 0.1613 | 0.3105 | 16.2764 |
| 0.1239 | 10.0 | 2430 | 0.1622 | 0.3093 | 16.2807 |
Framework versions
- Transformers 4.28.0.dev0
- Pytorch 1.13.1+cu117
- Datasets 2.9.0
- Tokenizers 0.13.2
