trymirai

    trymirai/uzu

    #137 this week

    A high-performance inference engine for AI models

    ai
    llm
    high-performance
    inference
    metal
    rust
    tts
    Rust
    MIT
    3.2K stars
    220 forks
    22 GitHub watchers
    Updated Nov 6, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    Ranks #17 among AI repositories ranked this week, and #28 over the last 30 days; #137 of 182 repositories with measured growth this week (top 75%).

    This week's +183 stars is below its 30-day pace of about +280 per week.

    5 releases in the last 90 days, the latest 1 day ago, with 28 contributors on GitHub.

    Peaked at #20 in the weekly ranking the week of Oct 11, its best in the past year.

    Use Cases & Benefits

    • Provides a high-performance inference engine for AI models enabling local deployment with zero latency and full data privacy.
    • Offers unified model configurations and traceable computations for correctness, supporting broad AI model compatibility across multiple languages.
    • Use for integrating AI chat capabilities directly into Rust, Python, Swift, or TypeScript applications without external API calls.
    • Use for building offline AI-powered applications on Apple devices leveraging unified memory for optimized performance.
    • Use for managing multiple chat sessions efficiently by sharing loaded model instances to reduce memory usage and speed up inference.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Everything from model downloading to inference configuration is handled automatically. Refer to the documentation for details on how to customize each step of the process.

    Excerpt from the trymirai/uzu README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Oct 11: +24Oct 12: +18Oct 13: +44Oct 14: +59Oct 15: +44Oct 16: +15Oct 17: +21Oct 18: +15Oct 19: +10Oct 20: +22Oct 21: +41Oct 22: +35Oct 23: +48Oct 24: +17Oct 25: +11Oct 26: +8Oct 27: +7Oct 28: +278Oct 29: +135Oct 30: +44Oct 31: +64Nov 1: +36Nov 2: +27Nov 3: +25Nov 4: +16Nov 5: +7Nov 6: +8

    +1,079 stars over 27 days across 28 snapshot days; best day +278 on Oct 28.

    Forks

    220+105

    Open issues

    26+4

    Compared with peers in AI

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

    trymirai/uzu compared with AI repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    thedotmack/claude-mem113.6K+8.8K35today
    D4Vinci/Scrapling98.1K+6.9K651 day ago
    Leonxlnx/taste-skill110.7K+5.2K551 day ago
    calesthio/OpenMontage77.2K+4.2K40—
    heygen-com/hyperframes79.6K+4.1K45today
    trymirai/uzu3.2K+183601 day ago
    Category median98.1K+5.2K45—

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