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Stable Diffusion WebUI Forge

Optimized A1111 fork for low-VRAM cards.

Open Source 4–8 GB VRAMRuns locally
Actually FreeNo SignupOpen SourceWatermark-FreeHobbyist-FriendlyWorkflow Engine
Visit Stable Diffusion WebUI ForgeUpdated 2026-05-03 · Direct link

Hardware requirements

Runs locally · Entry GPU (6–8 GB)

4–8 GB VRAM
Min VRAM
4 GB
Rec. VRAM
8 GB
Min RAM
16 GB
Rec. RAM
32 GB
Disk
30 GB
GPU class
Entry GPU
CUDA 12.xNo Apple SiliconGPU RequiredQuant: FP16, FP8, NF4 +1

Designed for 4–8 GB cards. Flux NF4 runs on 6 GB.

Screenshot placeholder · Stable Diffusion WebUI Forge

What is Stable Diffusion WebUI Forge?

A high-performance fork of AUTOMATIC1111 with major memory optimizations. Runs SDXL on 4–6 GB cards and includes built-in Flux support without extensions.

Pros & cons

Pros

  • Best low-VRAM SDXL/Flux performance
  • Drop-in for A1111 users
  • Built-in Flux NF4

Cons

  • Extension compatibility is a moving target
  • Less active than upstream A1111

What's actually free?

Fully free / OSS.

✓ Actually FreeNo SignupOpen SourceWatermark-Free

Alternatives

ComfyUI

The nodal workflow engine for serious diffusion.

Open Source 6–16 GB VRAM
Min VRAM
6 GB
GPU class
Mid GPU
Quant
FP16
Actually FreeNo SignupOpen SourceWatermark-Free