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