Qwen-Image-2.1 on a single RTX 4090: local 2K image generation to replace GPT-image-2.5
churchkey · x · 2026-09-26
A detailed guide to running qwen-image-2.1 locally on a single RTX 4090, claiming its native 2K output rivals GPT-image-2.5 without GPT's typical noise, making it ideal for first-frame reference images in AI short films.
Deployment notes:
- Download weights via ModelScope shards in China (much faster than via VPN); get diffusers source from Gitee
- Gotcha: ComfyUI must be ≥0.37 (0.32 fails to start the service)
- 33G of weights load at startup (2 min); don't lazy-load on first request or it times out
- Keep CFG off (official default); enabling roughly doubles per-step compute
Test: 2048px, 30 steps, CFG=0 took 3 minutes. Author predicts local qwen-image-2.1 + Minimax-h3 could become a hit AI film pipeline.
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