Quartermaster: open-source local server runs Qwen-Image 2.1 Turbo without ComfyUI

OneMoreName1 · reddit · 2026-10-11

A developer released Quartermaster, a free MIT-licensed local inference server built on stable-diffusion.cpp that also serves LLMs, TTS and speech-to-text, swapping models in and out of VRAM. The app auto-writes configs, matches VAEs and text encoders, and sets 8 steps / cfg 1 for Qwen-Image 2.1 Turbo; it also supports real transparent PNGs via an RGBA VAE prompt. Running it requires three files: the Q80 DiT GGUF, the 2.1 VAE bf16, and Qwen3-VL-8B-Instruct GGUF plus mmproj.

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