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--- |
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license: apache-2.0 |
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base_model: Salesforce/codet5-base |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: codet5-with-doc-new-v3 |
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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-with-doc-new-v3 |
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This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.3350 |
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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: 1 |
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- eval_batch_size: 1 |
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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: 10 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| No log | 1.0 | 230 | 1.7676 | |
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| No log | 2.0 | 460 | 1.5304 | |
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| 1.9937 | 3.0 | 690 | 1.4249 | |
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| 1.9937 | 4.0 | 920 | 1.3746 | |
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| 1.0274 | 5.0 | 1150 | 1.3364 | |
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| 1.0274 | 6.0 | 1380 | 1.3554 | |
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| 0.741 | 7.0 | 1610 | 1.3405 | |
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| 0.741 | 8.0 | 1840 | 1.3406 | |
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| 0.6108 | 9.0 | 2070 | 1.3383 | |
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| 0.6108 | 10.0 | 2300 | 1.3350 | |
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### Framework versions |
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- Transformers 4.35.2 |
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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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