Report
freeTrialImage.bannerPity
freeTrialImage.upgradeUnlock
- ✓freeTrialImage.benefitHd
- ✓freeTrialImage.benefitWatermark
- ✓freeTrialImage.benefitUnlimited
Comfyui Moss Image
Comfyui Moss Image turns JSON layout prompts with bounding boxes into precise ComfyUI renders — pick Base or SFT and get clean on-image text.
AI Tools
Explore AI tools
Inside ComfyUI: How Comfyui Moss Image Handles Layouts
Five billion parameters, box-level placement, dependable lettering, and both anime and photoreal finishes — all driven by structured prompts.
- Box-Level Placement from JSONStructured prompts carry coordinates, so every object, caption, and scene element lands exactly where the layout says it should.
- Long Prompts on a Lean 5B BackboneUp to 4,000 tokens of instruction run through a compact 5B model, and both the Base and SFT checkpoints plug into an identical sampling setup.
- Readable Lettering, Two Visual DirectionsCaptions and labels stay legible whether you aim for illustration-style anime art or photographic realism across design work.
Three Steps to a Finished Comfyui Moss Image Layout
Install the node, feed it a structured prompt, then manage memory — a short path to your first render.
Comfyui Moss Image Questions, Answered
Practical answers on checkpoints, bounding boxes, prompt limits, and low-VRAM setups inside ComfyUI.
Is the official ComfyUI repository required?
Not at all. Search MOSS-Image inside ComfyUI Manager to pull the native node; work to merge it into the official repository is still ongoing.
How does the SFT checkpoint differ from Base?
They share one architecture and sampling setup. In the reference example, SFT produced tighter text grouping and a cleaner whiteboard composition.
What role do bounding boxes play in a layout prompt?
Each box fixes an element's position and size. Editing the text, the element descriptions, or the coordinates reshapes both the content and the composition.
How long can prompts be, and which styles work best?
Instructions can reach 4K tokens, and outputs span anime and photoreal looks used across text, illustration, photography, and visual design.
Which settings keep low-VRAM machines running?
Advanced options include GPU resident, Component, and Sequential modes. Pick Sequential or shrink the image when memory is tight — and note Compile DiT is off by default and not available in Sequential.
Is fine-tuning allowed under the Apache-2.0 license?
Yes. The 5B backbone can be adapted to custom tasks and domains, and the weights ship under Apache-2.0, while pipeline code and third-party components keep their own terms.
Start Building Layouts with Comfyui Moss Image
Grab the node from ComfyUI Manager, load the sample workflow, and send your first box-annotated prompt through either checkpoint.