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llama.cpp OpenAI-compatible server on Vulkan for AMD Strix Halo (gfx1151), GGUF weights pinned to GTT not VRAM. Stock-image Vulkan stack plus an opt-in ROCmFP4 + MTP stack: Ubuntu 26.04 + TheRock ROCm 7.13, built for plunderstruck's Qwen3.6 quants. Docker Compose, with real measured benchmarks.
Agentic auditor that flags unsubstantiated CMS-HCC risk-adjustment codes in clinical documentation, grounded against a deterministic Rust scoring engine as a verifiable oracle. Built on synthetic data.
Local voice toolkit for Arch Linux. Transcribes audio/video to clean Markdown via whisper.cpp (Vulkan/RADV). CLI-first: local files, YouTube, Telegram, dictation, LLM cleanup. Clean text by default, timestamps optional. GPU: AMD RX 580 via RADV