Qwen-Image-Edit-2511: Improved Consistency

Qwen-Image-Edit-2511 is an improved version of Qwen-Image-Edit-2509, with the biggest change being an improvement in consistency. It better preserves the identity and visual features of an input portrait while still performing imaginative edits.

For multi-person editing, multi-person consistency has also been strengthened, enabling high-fidelity compositing of images of two people into a single natural group shot. The online version has speed optimizations applied, and for best performance, local deployment via ModelScope is recommended.

The key improvements are as follows:

• Mitigated image drift
• Improved character consistency
• Direct integration of community-made LoRA
• Enhanced industrial design generation
• Improved geometric reasoning capability

As examples, the Lighting Enhancement LoRA can be used directly on the base model, and generating new viewpoints is also supported without additional tuning. For industrial design, it targets practical scenarios such as batch product design and material replacement for industrial parts, and the ability to directly generate auxiliary lines for drawings or annotations has also been enhanced.