MOSS-Image: Text Prompts or JSON Layouts to Pictures
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Comfyui Moss Image

Comfyui Moss Image brings JSON layout prompts and bounding boxes into ComfyUI, with Base or SFT checkpoints and razor-sharp text rendering.

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A Compact Layout Engine Built for ComfyUI Workflows

A 5B-parameter image family that reads structured JSON, keeps typography steady, and shifts easily between anime and photoreal looks.

  • Bounding-Box Precision, Natively
    Every structured prompt entry carries a box, letting Comfyui Moss Image place objects, captions, and scene layers exactly where you define them.
  • 4K-Token Prompts on a 5B Core
    Long, detailed instructions up to 4K tokens run on a compact 5B backbone, with Base and SFT weights sharing one sampling interface.
  • Readable Text in Any Art Style
    Typography stays legible whether the output leans anime or photoreal, covering illustration, photography, and graphic design work.

Three Steps to a Finished Comfyui Moss Image Layout

From plugin install to a rendered layout in three quick steps.

FAQ

Questions About Comfyui Moss Image

Answers to the things people ask most about running MOSS-Image layouts in ComfyUI.

1

Do I need the official ComfyUI repository?

Not at all — searching MOSS-Image in ComfyUI Manager installs the native plugin, while integration into the official ComfyUI repository is still in progress.

2

How does the SFT checkpoint differ from Base?

Both share one architecture and sampling interface; in the reference example, SFT keeps text grouping cleaner and the whiteboard composition tidier.

3

What role do bounding boxes play in a layout prompt?

Each box defines an element's position and size, and you can rewrite text, element descriptions, and boxes to rearrange both content and composition.

4

How long can prompts be, and which styles are covered?

Prompts run up to 4K tokens, with anime and photorealistic looks demonstrated across text, illustration, photography, and visual design.

5

Which memory modes suit low-VRAM machines?

Advanced settings expose GPU resident, Component, and Sequential modes; pick Sequential or shrink the image when memory is tight — Compile DiT is off by default and unavailable in Sequential.

6

Can the weights be fine-tuned under Apache-2.0?

Yes — the 5B backbone can be fine-tuned for custom tasks and domains, the weights ship under Apache-2.0, and pipeline code plus third-party components keep their own licenses.

Start Rendering Layouts with Comfyui Moss Image

Install the plugin from ComfyUI Manager, open the example workflow, and run a JSON layout prompt on Base or SFT weights.