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  # training
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- This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on [my own techdebt dataset](https://huggingface.co/datasets/davidgaofc/techdebt).
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  ## Model description
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- Classifies cleaned diffs of code.
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- * 1: exhibits possible technical debt
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- * 0: is probably clean
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  ## Intended uses & limitations
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- Limited by many things probably, use with caution. Improvements in progress.
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- ## Training and evaluation data
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- ~95% accurate on the test split of dataset above
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- ~.94 F1 score on test split of dataset above
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  ## Training procedure
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  one epoch of training on the dataset referred to above
 
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  # training
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+ This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on [my own dataset](https://huggingface.co/datasets/davidgaofc/techdebt_label).
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  ## Model description
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+ Generates descriptions of git commits which have code smells which possibly signify technical debt.
 
 
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  ## Intended uses & limitations
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+ Use with caution. Limited by small training set and limited variety of training set labels. Improvements in progress.
 
 
 
 
 
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  ## Training procedure
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  one epoch of training on the dataset referred to above