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Add script for for finetuning a code llm #69
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iuliaturc
reviewed
Oct 9, 2024
| @@ -83,13 +84,18 @@ def main(): | |||
| retrieved = retriever.invoke(item[args.question_field]) | |||
| item["retrieved"] = [] | |||
| for doc_idx, doc in enumerate(retrieved): | |||
| pprint.pprint(doc) | |||
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These documents can get extremely long. Could you just use logging.info() here, and then set the appropriate logging level whenever you want to see the documents?
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stray print. removing
| @@ -0,0 +1,447 @@ | |||
| import argparse | |||
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Could you leave a comment at the top of this file saying where it was originally forked from and how it's different from the fork?
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I had it below the imports but i can move up
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Also, it seems like my fix for the github action didn't work. Could you run the following before I get round to fixing it: |
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What does this PR do?
This PR provides basic support for finetuning a code LLM. It is adapted from the following source: https://huggingface.co/learn/cookbook/en/fine_tuning_code_llm_on_single_gpu
NOTE: we still need to add appropriate eval metrics (of which there aren't very many standard ones for finetuning code llms)