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Trained Tiny Tales GPT(30M model)from scratch and deployed in $15

For the last few weeks, I have been working on training an LLM from scratch and deploying it in production on Google Cloud Platform.

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  1. I built a tiny LLM to demystify how language models work

    github.com

    A ~9M parameter LLM that talks like a small fish.

    Hacker News915점

  2. I built an open-source AI data layer that connects any LLM to any data

    github.com

    Chat with your data - with memory, rules, and observability built in. Deploy in 2 minutes

    Hacker News18점

  3. Prompty

    prompty-58a21.web.app

    build games with GPT (early prototype)

    Hacker News11점

  4. Minimal LLM Post-Training Experiments on an 8GB GPU (SFT

    github.com

    DPO, GRPO)

    Hacker News21점

  5. Free Inference Engineer and Model Training Roadmap

    inferquest.org

    Free, gamified roadmaps for LLM engineering: an Inference Engineering path (KV caches, CUDA kernels, production vLLM serving) and a Model Training path (pretraining on a budget, scaling laws, SFT/DPO/GRPO) — 185 tasks with auto-verified milestones instead of a paper certificate.

    Hacker News16점