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--- |
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license: apache-2.0 |
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base_model: Salesforce/codet5-small |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: codet5-small-v18 |
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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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# codet5-small-v18 |
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This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.7630 |
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- Bleu Score: 0.0058 |
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- Gen Len: 13.044 |
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## Model description |
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Trained, |
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- on: bug-error-context |
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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: 30 |
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- eval_batch_size: 30 |
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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: 3 |
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- mixed_precision_training: Native AMP |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Bleu Score | Gen Len | |
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|:-------------:|:-----:|:----:|:---------------:|:----------:|:-------:| |
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| No log | 1.0 | 267 | 0.8484 | 0.0058 | 13.013 | |
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| 1.0778 | 2.0 | 534 | 0.7831 | 0.0057 | 13.171 | |
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| 1.0778 | 3.0 | 801 | 0.7630 | 0.0058 | 13.044 | |
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### Framework versions |
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- Transformers 4.38.0.dev0 |
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- Pytorch 2.1.0+cu121 |
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- Datasets 2.16.1 |
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- Tokenizers 0.15.1 |
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