mcmonkeyprojects/sd-dynamic-thresholding

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1224 stars · 107 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Stable Diffusion extension that enables using higher CFG scale values without color artifacts by clamping latents between sampling steps. It integrates with SwarmUI, ComfyUI, and AUTOMATIC1111 Stable Diffusion WebUI.

Use cases

• use high CFG scale in stable diffusion without color burn
• fix saturated colors at high CFG values
• improve prompt adherence with stronger CFG
• enable dynamic thresholding in ComfyUI workflows
• add CFG fix to AUTOMATIC1111 webui
• generate images with extreme guidance scales

When to choose

• you use SwarmUI, ComfyUI, or A1111 WebUI and want high CFG scales without artifacts
• your images get oversaturated or color-shifted at high CFG values
• you want better prompt following via stronger guidance

When to avoid

• you use a diffusion UI other than SwarmUI, ComfyUI, or A1111
• you only generate at low CFG scales where the fix is unnecessary
• you need a standalone image generator rather than an extension

Facets

plugin · maturity active

image-processing machine-learning image-processing artificial-intelligence python cross-platform stable-diffusion cfg-scale webui-extension comfyui swarmui dynamic-thresholding

Member repositories

For agents

markdown · JSON · MCP: product_card(name="mcmonkeyprojects/sd-dynamic-thresholding")