Loop Forge

A red knitted sweater

From MOSS-Image add-ons, tested locally

Model
MOSS-Image SFT (moss_image_sft_int8_convrot.safetensors)
Output
880×1184
Sampling
30 steps, CFG 4, euler / normal
Seed
42
Edit LoRA
65.1 s, peak VRAM 10.7 GiB
Ran on
RTX 3060, 12GB (local)

What was wired in

Verdict

Same face, same pose, and the sweater changed.

Change only her sage green tank top to a chunky red knitted sweater. Keep her face, hair, pose, white jeans, belt and the plain grey background unchanged.

Notes

ComfyUI's MOSS-Image edit template as it ships, with the edit LoRA, 30 steps and CFG 4. Only the photo, the instruction and the seed are mine.

Comfy-Org/MOSS-Image, with the edit LoRA (from chinoll/Moss-Image-Edit)

Comfy-Org workflow templates (the MOSS-Image templates ship with ComfyUI)

Run it yourself

Download everything for this test (.zip, 1.2 MB). It holds the workflow, every input it loads and a README. Copy the inputs into ComfyUI/input, put the models below in place and drag the workflow onto ComfyUI.

FilePut it inSize
moss_image_sft_int8_convrot.safetensorsmodels/diffusion_models5.4 GB
moss_image_edit_lora_rank_64_bf16.safetensorsmodels/loras297.4 MB
qwen3.5_9b_w4a8_gptq.safetensorsmodels/text_encoders7.3 GB
flux2-vae_small.safetensorsmodels/vae249.5 MB

No custom nodes. Every node is part of ComfyUI 0.43.1 (frontend 1.57.6, templates 0.11.100).