Stable Diffusion WebUI Forge

100% Free

#19 in AI Video Tools Last verified: June 12, 2026

Stable Diffusion WebUI Forge is an optimized fork of the classic Automatic1111 interface. It is designed to run models faster with less VRAM, supporting video generation extensions (like AnimateDiff) to generate short clips locally.

Best for: Offline visual creators wanting an optimized local UI

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How to use Stable Diffusion WebUI Forge

Install Forge

Download the 1-click package from the official GitHub repository.

Install extensions

Navigate to the extensions tab, search for AnimateDiff or video generator tools, and install.

Choose model

Place your SD/SDXL models in the folder and select the model from the dropdown.

Generate frames

Set your frames, dimensions, and prompt, then run local generation.

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Features

Low VRAM optimizations
Extension manager
AnimateDiff extensions
Local processing

Pricing

100% Free

This tool is completely free to use with no hidden costs.

Platform & Requirements

🖥️ Software (Desktop/GPU)

System Requirements:

Local machine with a dedicated GPU (NVIDIA 6GB+ VRAM recommended, works on mid-tier hardware)

How to Use for Free

100% free and open-source local application. No limits, no watermarks, and runs entirely offline on your computer's GPU.

App Downloads

🖥️ Download Desktop App

Pros

Faster generation on mid-tier GPUs
Large catalog of user-created extensions
Runs completely offline

Cons

Requires hardware setup
Can require troubleshooting configurations
Video duration is limited by VRAM

Quick link

github.com/lllyasviel/stable-diffusion-webui-forge

Verified & Reviewed

Last checked

June 12, 2026

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