Qwen-Image-Edit-2509 CMF

Qwen-Image-Edit-2509 for native Rust image editing with cortiq. The ready file includes the transformer, Qwen2.5-VL text/vision encoder, tokenizer, processor, VAE and scheduler. Separate components remain available.

Native editing is available; image-quality validation is incomplete.

Files

• qwen-image-edit-2509-q4tp.cmf — ready single-file pipeline
• transformer.cmf — Q4TP diffusion transformer
• text_encoder.cmf — Qwen2.5-VL encoder, tokenizer and processor
• vae.cmf — Qwen Image VAE
• scheduler_config.json — scheduler for separate components

Usage

Install cortiq 0.6.8, then run:

cortiq imagine qwen-image-edit-2509-q4tp.cmf \
  --image input.png --prompt "Add a blue knitted scarf." \
  --height 1024 --width 1024 --steps 40 --cfg 4 --seed 7 \
  --reference-size 1024 --out edited.png

For separate components, pass their folder instead of the single file:

cortiq imagine qwen-image-parts \
  --image input.png --prompt "Add a blue knitted scarf." \
  --height 1024 --width 1024 --steps 40 --cfg 4 --seed 7 \
  --reference-size 1024 --out edited.png

--text-encoder, --vae and --scheduler select explicit component overrides.

Sources

The transformer was converted from QuantStack's Q6_K GGUF; other components come from Qwen. Apache-2.0.