A close-to-metal Python API for programming AMD Ryzen™ AI NPUs (AI Engines), built on an open-source MLIR-based compiler toolchain.

Open-source bring-up + verified matmul on the first-gen AMD XDNA1 (Phoenix/Hawk Point) NPU on Linux — the gen FastFlowLM/Lemonade skip. RyzenAI-npu1, mlir-aie/IRON, XRT.

vLLM + Qwen3.6-27B (BF16) OpenAI-compatible inference server on AMD Strix Halo (Ryzen AI Max+ 395, gfx1151). Vision input, 256K context, /v1/responses with separated reasoning, via TheRock ROCm.

A two-day, non-expert guide to running local LLMs on an AMD Strix Halo (Ryzen AI Max+ 395) box — full ~120GB memory pool, ROCm backend, NPU in parallel via FastFlowLM, one OpenAI-compatible endpoint.

Xian-VL monorepo - Multilingual Assistant for Gaming Environments 🧙‍♂️ and other AI translation/research tools. Powered by Lemonade. 🍋

Practical applications for the AMD XDNA NPU on Linux — webcam effects (working) + embeddings/audio/ggml roadmap. Built on open-xdna.

AMD ISP4 camera driver module for Ryzen AI laptops

llama.cpp + Qwen3.6-27B (Q8_0 GGUF) OpenAI-compatible inference server on AMD Strix Halo (Ryzen AI Max+ 395, gfx1151). 256K context, ~7.5 t/s decode via TheRock ROCm Docker.

Fix internal speakers on the ASUS ProArt PX13 (HN7306, Strix Halo) under Linux: TAS2783 firmware + ALSA UCM Speaker profile + ACP/SoundWire reset for boot and suspend/resume.

ComfyUI on AMD Strix Halo (RDNA 3.5 / gfx1151) via Docker. Ubuntu 26.04 LTS + uv-managed Python 3.12 + pinned TheRock ROCm 7.13 wheels. Fixes the silent CPU fallback Debian / Python 3.13 images hit on gfx1151.

Stable Diffusion image generation on AMD Ryzen AI NPUs for Linux

Talos-O (Omni): A sovereign, embodied agentic organism forged on AMD Strix Halo. Integrating the Chimera Kernel (Linux 7.0), Zero-Copy Introspection, and the Phronesis Engine. Built from First Principles.

A multi-agent research assistant for AMD hardware. Leverages Lemonade Omni Models to orchestrate parallel RAG, Web, Code, and Vision workers entirely locally.

ROCmFPX llama.cpp fork for Windows 🏆 — native build, headless OpenAI-compatible server & benchmarks. Tested on AMD Strix Halo (gfx1151), runs on other GPUs too.

Docker infrastructure for AMD Strix Halo (RDNA 3.5 / gfx1151): PyTorch + ROCm base container and a separate Ollama LLM service. Two folders, two Compose files, one Strix Halo box.

Run LLMs and Ollama Qwen across AMD XDNA1 NPU, CPU, and GPU on Ryzen AI Linux systems.

A lightweight TUI monitor for AMD Ryzen AI NPUs

Text embeddings on AMD XDNA NPU (Strix Halo) — OpenAI-compatible /v1/embeddings endpoint powered by all-MiniLM-L6-v2 running on the NPU tile array

ComfyUI for AMD Strix Halo (gfx1151) on Ubuntu 26.04 via distrobox + rootless podman

Install AMD consumer Ryzen chipset, Radeon graphics, Ryzen AI NPU (XDNA), and the Microsoft inbox Bluetooth PAN driver on Windows Server 2016/2019/2022/2025 by INF ProductType=3 patching, self-signed catalogs, and a WDAC supplemental policy that keeps Secure Boot on. 21-phase pipeline per script, idempotent, MIT-licensed.