ComfyUI_omost

Preview：

<br />

Introduce：

ComfyUI_omost is an Omost model based on the ComfyUI framework implementation, which allows users to interact with a large language model (LLM) to obtain structured layout hints similar to JSON. The model is currently under development and its node structure is subject to change. It uses LLM Chat and Region Condition to convert JSON conditions into ComfyUI’s region format for image generation and editing.

Stakeholders:
The target audience is developers and researchers in the field of image generation and editing, who can use the ComfyUI_omost model to quickly generate and edit high-quality images. This model is particularly suitable for users who need to design complex image layouts, as it provides structured JSON layout hints, making the image generation process more controlled and precise.
Usage Scenario Examples:

Use LLM Chat for simple image generation.
Generate images with complex layouts through multiple rounds of LLM Chat.
Combined with ControlNet/IPAdaliter, specific areas are controlled to generate images with specific characteristics.

The features of the tool:

LLM Chat allows users to interact with LLM to get JSON layout tips.
The Region Condition section converts the JSON condition to ComfyUI’s region format.
Two overlapping methods are supported: overlay and average.
Can be combined with other control methods such as ControlNet/IPAdaliter.
Sample code is provided that shows how to do a simple LLM Chat and multiple rounds of LLM Chat.
It is planned to implement Omost’s area conditions (DenseDiffusion).
Schedule to add a progress bar and zone condition editor for chat nodes.

Steps for Use:

Step 1: Visit ComfyUI_omost’s GitHub page.
Step 2: Read the README file to understand the basic structure of the model and how to use it.
Step 3: Download or clone the code base to the local environment.
Step 4: Set the LLM Chat and Region Condition according to the example code.
Step 5: Run the code to interact with the LLM and get the JSON layout prompt.
Step 6: Convert the JSON to ComfyUI Region format using Region Condition.
Step 7: Combine the model with other control methods to generate specific images as needed.
Step 8: Adjust parameters according to feedback to optimize image generation results.

Tool’s Tabs: Image generation,LLM interaction