Exact setup and launch commands behind this thread: https://x.com/superalesha/status/2078481384805732369
Single card, local agents. Two 4-bit artifacts of the same model family (matched class, not bit-identical): NVFP4 for vLLM, UD-Q4_K_XL GGUF for llama.cpp.