ROCmFix is a single-file tool that automatically detects AMD GPUs, applies correct environment overrides, and diagnoses issues with local LLM setups like llama.cpp and Ollama. It includes benchmarking between Vulkan and HIP backends, HIP SDK installation, and a live community database that updates automatically.