huggingface / optimum

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

Date Created 2021-07-20 (3 years ago)

Commits 1,190 (last one 9 days ago)

Stargazers 2,810 (8 this week)

Watchers 54 (0 this week)

Forks 511

License apache-2.0

Ranking

RepositoryStats indexes 628,047 repositories, of these huggingface/optimum is ranked #18,807 (97th percentile) for total stargazers, and #37,693 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #2,981/127,811.

huggingface/optimum is also tagged with popular topics, for these it's ranked: pytorch (#349/6195), optimization (#27/933), transformers (#65/895), onnx (#40/374), inference (#33/328), training (#13/223)

Other Information

huggingface/optimum has 81 open pull requests on Github, 1,127 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 314 open issues and 482 closed issues.

There have been 68 releases, the latest one was published on 2025-01-30 (about a month ago) with the name v1.24.0: SD3 & Flux, DinoV2, Modernbert, GPTQModel, Transformers v4.48....

Homepage URL: https://huggingface.co/docs/optimum/main/

All Topics

onnx intel habana tflite pytorch training graphcore inference onnxruntime optimization quantization transformers

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Github watchers over time, collection started in '23

Recent Commit History

1,123 commits on the default branch (main) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2025-03-16 @ 02:46pm, id: 387786881 / R_kgDOFx0ogQ