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Yash Raj Pandey
718 posts
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@devYRPauli

Yash Raj Pandey

@devYRPauli
AI systems engineer at UF IFAS. I work on the layer where AI systems quietly go wrong, and I prove it. 69 merged PRs: llama.cpp, RAGFlow, Mem0, MLX.
Gainesville, Florida
yashrajpandey.com
Joined January 2020
190 Following
67 Followers
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  • @devYRPauli
    Yash Raj Pandey
    @devYRPauli
    Sep 17
    About the evening today! @sama single-handedly changed everything and I have huge respect for him for that.
  • @devYRPauli
    Yash Raj Pandey
    @devYRPauli
    Sep 2
    I hold the record on the MLX.fast challenge with a personal best of 139.3%. Come join the challenge at yukon.org/mlxfast?solver…
    The Ternary Bonsai 2 MLX Challenge
    From yukon.org
  • @devYRPauli
    Yash Raj Pandey
    @devYRPauli
    Aug 21
    Why run one coding agent when you can run five? Podium fans the work out to a roster of bots, then a shell command decides which of them actually delivered. Not the model. Four agents did 21 minutes of work in 6 minutes of waiting.
    GitHub - devYRPauli/podium: Verified delegation for Claude Code. The runner executes acceptance...
    From github.com
  • @devYRPauli
    Yash Raj Pandey
    @devYRPauli
    Aug 20
    Finally, I got the official Qwen3.8-27B-FP8 running locally across two RTX 4090s and tuned the full vLLM stack to hit ~97 tokens/sec single-user and ~302 tokens/sec with 4 concurrent users, with 128K context and full tool calling.
  • @devYRPauli
    Yash Raj Pandey
    @devYRPauli
    Aug 12
    yashrajpandey.com
    @uialexk
    Alex K
    @uialexk
    Aug 11
    Every designer on twitter is updating their portfolios right now?
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