New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

DCLM: dedup, model-based filtering, eval #644

Open

3 tasks

shcheklein opened this issue Nov 29, 2024 · 0 comments

Assignees

Labels

Member

shcheklein commented Nov 29, 2024

Context: https://arxiv.org/pdf/2406.11794 and https://www.datacomp.ai/dclm/

DCLM download is covered. Next steps are:

research how they do deduplication
apply model based - filtering
quick way to do eval - filter -> eval -> create better model for filtering -> eval - that's key here I think - quick way to do some operations on a data sample and see if that helps. (or alternatively apply at scale - at least on the small size and make sure it is fast enough)

shcheklein added the enhancement label

shcheklein self-assigned this

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment