vitoplantamura / OnnxStream

Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK.

Date Created 2023-07-14 (about a year ago)

Commits 58 (last one about a month ago)

Stargazers 1,855 (0 this week)

Watchers 29 (0 this week)

Forks 84

License other

Ranking

RepositoryStats indexes 584,353 repositories, of these vitoplantamura/OnnxStream is ranked #27,667 (95th percentile) for total stargazers, and #75,562 for total watchers. Github reports the primary language for this repository as C++, for repositories using this language it is ranked #1,465/31,270.

vitoplantamura/OnnxStream is also tagged with popular topics, for these it's ranked: machine-learning (#819/7926), raspberry-pi (#88/1220), wasm (#95/1065), webassembly (#88/993), stable-diffusion (#74/872), llama (#77/519), onnx (#48/356)

Other Information

vitoplantamura/OnnxStream has Github issues enabled, there are 48 open issues and 27 closed issues.

There have been 2 releases, the latest one was published on 2024-01-14 (10 months ago) with the name win-x64: LLM chat app: TinyLlama 1.1B and Mistral 7B (with optional cuBLAS support).

Homepage URL: https://yolo.vitoplantamura.com/

All Topics

onnx wasm llama tinyml yolov8 mistral webassembly raspberry-pi machine-learning stable-diffusion

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Recent Commit History

58 commits on the default branch (master) since jan '22

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Languages

The primary language is C++ but there's also others...

updated: 2024-11-19 @ 08:40am, id: 666197652 / R_kgDOJ7VelA