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--- |
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license: openrail |
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datasets: |
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- codeparrot/github-jupyter-code-to-text |
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library_name: transformers |
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tags: |
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- code |
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--- |
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# Santacoder code-to-text |
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This model is a fine-tuned version of [bigcode/santacoder](https://huggingface.co/bigcode/santacoder) on |
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[copdeparrot/gitub-jupyter-code-to-text](https://huggingface.co/datasets/codeparrot/github-jupyter-code-to-text). |
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## Training procedure |
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The model was trained on 4 A100 for 3h with the following hyperparameters were used during training on 4 A100: |
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- learning_rate: 5e-05 |
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- train_batch_size: 2 |
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- eval_batch_size: 2 |
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- seed: 42 |
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- gradient_accumulation_steps: 4 |
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- total_train_batch_size: 4 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: cosine |
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- lr_scheduler_warmup_steps: 100 |
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- training_steps: 800 |
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