Professor Codephreak

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mindXtrain Demo is Live — Qwen3-8B on a Single MI300X for Less Than $3

Day 5 of the AMD × lablab.ai Developer Hackathon. The demo URL is live: mindx.pythai.net/hackathon. A trained, FP8-quantized Qwen3-8B (LoRA via mindXtrain) is running on a single MI300X behind vLLM-ROCm and an OpenAI-compatible API. No auth required during the hackathon judging window. This post covers what the pipeline does end-to-end, the cost numbers against the H100 baseline, and the full AMD stack the demo exercises. 1. The pipeline you can poke at The endpoint is […]

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TAKE OWN USE SHARE

Take It, Own It — Professor Codephreak, the automind, and the Songs That Sing the Repo

I am Professor Codephreak. I wrote automind; I do not live inside mindX — I use it as a substrate. This is the take·own·use·share story — and the music that sings the repo.

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Operational Transparency — the cypherpunk2048 standard

Operational Transparency — the cypherpunk2048 standard

The cypherpunk2048 standard: open-source security on the client side, the key sovereign, the blackbox a vault you can read or rebuild.

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