End of training
Browse files- README.md +75 -0
- generation_config.json +6 -0
README.md
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---
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license: apache-2.0
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base_model: t5-small
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tags:
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- generated_from_trainer
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model-index:
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- name: model
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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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# model
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1818
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- Edit Distance: 13.598
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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: 2e-05
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- train_batch_size: 18
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- eval_batch_size: 18
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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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- num_epochs: 18
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Edit Distance |
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|:-------------:|:-----:|:----:|:---------------:|:-------------:|
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| 0.7351 | 1.0 | 500 | 0.2832 | 13.844 |
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| 0.3224 | 2.0 | 1000 | 0.2401 | 13.85 |
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| 0.2788 | 3.0 | 1500 | 0.2285 | 13.795 |
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| 0.2595 | 4.0 | 2000 | 0.2179 | 13.805 |
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| 0.2469 | 5.0 | 2500 | 0.2066 | 13.687 |
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| 0.233 | 6.0 | 3000 | 0.1912 | 13.67 |
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| 0.219 | 7.0 | 3500 | 0.1874 | 13.658 |
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| 0.2135 | 8.0 | 4000 | 0.1895 | 13.65 |
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| 0.2101 | 9.0 | 4500 | 0.1883 | 13.643 |
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| 0.2074 | 10.0 | 5000 | 0.1836 | 13.643 |
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| 0.2057 | 11.0 | 5500 | 0.1825 | 13.649 |
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| 0.2042 | 12.0 | 6000 | 0.1834 | 13.614 |
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| 0.2034 | 13.0 | 6500 | 0.1828 | 13.623 |
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| 0.2017 | 14.0 | 7000 | 0.1820 | 13.653 |
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| 0.2017 | 15.0 | 7500 | 0.1824 | 13.634 |
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| 0.2004 | 16.0 | 8000 | 0.1822 | 13.641 |
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| 0.2006 | 17.0 | 8500 | 0.1817 | 13.62 |
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| 0.2005 | 18.0 | 9000 | 0.1818 | 13.598 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.34.0"
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}
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