Strix Halo Toolboxes provide containerized environments using Toolbx for running AI workloads on AMD's Ryzen AI MAX+ (Strix Halo) processors with up to 128GB unified memory.

They include repositories for LLAMA.CPP (LLM inference with RDMA/Vulkan/ROCm), ComfyUI (image/video generation), VLLM (serving with RCCL patches), and LLM fine-tuning (QLoRA/full for Gemma 3/Qwen 3). Setup on Fedora 43 with Framework Desktop uses custom kernel parameters for dynamic memory allocation, GPU device mapping, and accelerator-performance tuning.