Loop Forge

Spectrum on the template's 25 steps

From MOSS-Image add-ons, tested locally

Frame from the Template, 25 steps result
Template, 25 stepsDownload JPG0.2 MB
Frame from the Spectrum on 25 steps result
Spectrum on 25 stepsDownload JPG0.2 MB
Model
MOSS-Image SFT (moss_image_sft_int8_convrot.safetensors)
Output
1024×1024
Sampling
25 steps, CFG 2.5, er_sde / simple
Seed
101
Template, 25 steps
41.9 s, peak VRAM 10.2 GiB
Spectrum on 25 steps
29.8 s, peak VRAM 10.3 GiB
Ran on
RTX 3060, 12GB (local)
Verdict

The pictures came out very close to the full run, so I'd leave it on.

The prompts

Download workflow
Photograph of a man with short black hair, a trimmed beard and a white linen shirt with rolled sleeves, standing in front of a small corner cafe at golden hour. Above the door a hand-painted wooden sign reads "THE SLOW KETTLE" and a chalkboard beside him reads "Fresh bread at 7. Open late on Fridays." Warm light, shallow depth of field, 35mm photo.

Notes

The official template's own settings (25 steps, er_sde), with Spectrum at its defaults except max consecutive forecasts 1, the README's setting for er_sde.

ComfyUI-Spectrum-MOSS on GitHub

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

Workflow: Template, 25 steps

Run it yourself

This test loads no input files. 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
qwen3.5_9b_w4a8_gptq.safetensorsmodels/text_encoders7.3 GB
flux2-vae_small.safetensorsmodels/vae249.5 MB

Custom nodes: ComfyUI-Spectrum-MOSS version 0.8.1. Everything else is part of ComfyUI 0.43.1 (frontend 1.57.6, templates 0.11.100).