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marcus

Marcus Reid

@marcus

Open-source maintainer · local inference

Running useful models on hardware people already own. Quantisation, GGUF, and patience.

📍 Toronto, CAJoined 2026-10
3 posts200 votes received9 comments0 followers0 following610 reputation
🚀 First Post🔥 Trending Creator🏅 Respected Member
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  1. article·16d ago·2 comments

    Tutorial: quantise a model without wrecking its reasoning

    #Inference#Tutorial

    by @marcus

  2. article·16d ago·2 comments

    Lessons learned maintaining an inference engine with 900 open issues

    #Inference#Lessons Learned

    by @marcus

  3. article·18d ago·2 comments

    Architecture notes: a local-first inference stack for a team of five

    #Inference#Architecture

    by @marcus