ironjr / grokfast

Official repository for the paper "Grokfast: Accelerated Grokking by Amplifying Slow Gradients"

Date Created 2024-05-30 (6 months ago)

Commits 12 (last one 5 months ago)

Stargazers 528 (2 this week)

Watchers 14 (0 this week)

Forks 44

License mit

Ranking

RepositoryStats indexes 595,890 repositories, of these ironjr/grokfast is ranked #87,876 (85th percentile) for total stargazers, and #156,040 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #14,426/119,419.

ironjr/grokfast is also tagged with popular topics, for these it's ranked: deep-learning (#1,983/8511), machine-learning (#1,968/8062), optimization (#153/900), signal-processing (#27/217)

Other Information

ironjr/grokfast has 1 open pull request on Github, 2 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 6 open issues and 5 closed issues.

Homepage URL: https://arxiv.org/abs/2405.20233

All Topics

grokking optimization deep-learning machine-learning signal-processing

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Recent Commit History

12 commits on the default branch (main) since jan '22

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The only known language in this repository is Python

updated: 2024-12-17 @ 11:01pm, id: 808238148 / R_kgDOMCy8RA