byt5-small-wikipron-eng-latn-uk-broad-ft-au-broad
This model is a fine-tuned version of bookbot/byt5-small-wikipron-eng-latn-uk-broad on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1618
- Per: 0.3076
- Gen Len: 16.2858
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 |
---|---|---|---|---|---|
0.4971 | 1.0 | 243 | 0.1686 | 0.3211 | 16.2676 |
0.1917 | 2.0 | 486 | 0.1600 | 0.3119 | 16.2638 |
0.1713 | 3.0 | 729 | 0.1578 | 0.3129 | 16.2714 |
0.1583 | 4.0 | 972 | 0.1576 | 0.3095 | 16.2768 |
0.1496 | 5.0 | 1215 | 0.1572 | 0.3107 | 16.2721 |
0.1413 | 6.0 | 1458 | 0.1592 | 0.3096 | 16.2676 |
0.1356 | 7.0 | 1701 | 0.1592 | 0.3094 | 16.2773 |
0.1301 | 8.0 | 1944 | 0.1592 | 0.3084 | 16.2771 |
0.1261 | 9.0 | 2187 | 0.1605 | 0.3076 | 16.2816 |
0.123 | 10.0 | 2430 | 0.1618 | 0.3076 | 16.2858 |
Framework versions
- Transformers 4.28.0.dev0
- Pytorch 1.13.1+cu117
- Datasets 2.9.0
- Tokenizers 0.13.2
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