AutoResearch / autodoc

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exp: Research difference metrics to measure performance for LLM code-to-documentation generation. #30

Open anujsinha3 opened 7 months ago

anujsinha3 commented 7 months ago

As of date, AutoDoc code-to-documentation LLM has very few code examples to test the performance of our model.

This task involves the research and comparison of the probable metrics that can be used to quantify the performance of the code-to-documentation LLM model.

A few of the example metrics that are currently used: https://uwnetid.sharepoint.com/sites/og_ssec_escience/_layouts/15/Doc.aspx?sourcedoc={80d21348-b124-4e69-a17d-542a8cfca496}&action=edit&wd=target%28Untitled%20Section.one%7C4a55f2ee-6dcd-42d4-aaac-82c7bcc49788%2FLiterature%20Survey%7C18d2f5b8-af8b-475d-b4ca-f8731dda9d11%2F%29&wdorigin=NavigationUrl

Task Completion is dependent on the provisioning of training data from the AutoRA team.