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Michael-A-Kuykendall / shimmy

⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.

Why this job: says: llama.cpp, inference engine, gguf; topics: llamacpp, llm-inference, gguf, local-ai, llama

What it does

Shimmy is a local inference server and CLI; Airframe 0.4.5 is its engine. This is a coordinated dense-text correctness, dependency-security and documentation release, not a new architecture or performance release. See CHANGELOG.

Get started

cargo install shimmy --version 2.6.6 --locked
shimmy --version
shimmy --ctx 512 --kv-quant f32 serve --model-path /path/to/model.gguf --bind 127.0.0.1:11435
Maintenance
Active
Last commit 3 days ago
Stars
6,015
+9 this week
Licence
Apache-2.0
Allows business use
Downloads for
3 systems
Mac, Windows, Linux
Latest version
v2.6.6
Released 3 days ago
Built with
Rust
83% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
94% closed
9 still open
Pull requests
28 merged
0 waiting
Releases
43
18 in the last year

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More: download files, languages, topics and project record

Download files, v2.6.6

  • Mac2 files, 38 downloads
  • Windows2 files, 63 downloads
  • Linux4 files, 76 downloads

All files on GitHub (opens in new tab)

Languages

  • Rust 83%
  • Shell 7%
  • Python 4%
  • TOML 2%

Topics

  • llama
  • llamacpp
  • llm-inference
  • ollama-api
  • command-line-tool
  • gguf
  • inference-server
  • local-ai
  • machine-learning
  • api-server
  • developer-tools
  • huggingface

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits225
  • Forks587
  • Watching41
  • Stars in 28 days+51
  • CreatedAug 28, 2025
  • First seen by usNov 7, 2026
  • CheckedNov 10, 2026

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