Liuhong99 / Sophia

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

Date Created 2023-05-23 (about a year ago)

Commits 52 (last one 10 months ago)

Stargazers 938 (0 this week)

Watchers 15 (0 this week)

Forks 52

License mit

Ranking

RepositoryStats indexes 589,134 repositories, of these Liuhong99/Sophia is ranked #54,106 (91st percentile) for total stargazers, and #145,975 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #8,467/117,584.

Liuhong99/Sophia is also tagged with popular topics, for these it's ranked: deep-learning (#1,344/8438), large-language-models (#171/1061)

Other Information

Liuhong99/Sophia has 5 open pull requests on Github, 4 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 2 open issues and 41 closed issues.

All Topics

optimizer deep-learning large-language-models

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Recent Commit History

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

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The only known language in this repository is Python

updated: 2024-11-28 @ 06:53pm, id: 644335995 / R_kgDOJmfJew