Loop Forge

A cut-out from a photograph

From Qwen-Image 2.1 Turbo, run locally

Frame from the Input: Kate result
Input: KateDownload PNG1.7 MB
Frame from the Turbo, 8 steps result
Turbo, 8 stepsDownload PNG1.7 MB
Frame from the Base 2.1, 40 steps result
Base 2.1, 40 stepsDownload PNG1.7 MB
Output
864×1152 RGBA
Turbo, 8 steps
23.4 s
Base 2.1, 40 steps
62.7 s
Turbo sampling
8, euler, trained sigmas (ManualSigmas), cfg 1.0
Base sampling
40, euler / simple, cfg 1.0
Seed
1234
Ran on
RTX 3060, 12GB (local)

What was wired in

The prompt

Download workflow
Create an RGBA image with transparent background and place the woman in that image.

Notes

Mean difference from the source photo over the opaque area: 4.70 on Turbo and 3.93 on base. In the earlier Qwen-Image 2.1 project a faithful cut-out measured about 2 to 4 and a redrawn subject 16 or more.

A second seed on the same photo took 13.8 s on Turbo and 53.1 s on base, because the prompt and the photo were already encoded.

Workflow: Base 2.1, 40 steps