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SD Node: Various Models of Stable Diffusion

Posted: Thu Feb 06, 2025 3:04 am
by Rina7RS
Users can drag various nodes on the canvas, connect node relationships, and intuitively build workflows.

Node types include:

Input nodes: text, images, conditions, etc.
Post-processing nodes: Upscaler, Denoiser, etc.
Through this graphical process orchestration method, ComfyUI reduces the difficulty of building complex workflows.

Supports SD 1.x and 2.x
ComfyUI supports two major versions: Stable dominican republic mobile database Diffusion 1.x and 2.x.

By switching different SD nodes, you can flexibly switch versions in the same Workflow.

Optimization
ComfyUI implements some optimization functions that can skip unnecessary repeated calculations and improve the efficiency of Workflow execution.

For example, rerun only the parts of a workflow that have changed since the last execution.

Support loading checkpoints and safetensors models
ComfyUI allows direct loading of Stable Diffusion checkpoint files ckpt and Safetensors-based models.

This provides greater flexibility and allows the use of pre-trained models from different sources.

Support various magnification models
ComfyUI has built-in support for various image super-resolution models, such as ESRGAN, RealESRGAN, SwinIR, etc.