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