In simple English
You can create pictures and videos from text prompts on your own computer. You do not need to send your data to a cloud service. It runs on graphics cards made by NVIDIA, AMD, Intel, and Apple. It is free to use and open-source under the Apache 2.0 licence. You will need a strong graphics card with plenty of memory to get good speeds.
What it is
SD.Next is an all-in-one web user interface for generative image and video models, built as an advanced alternative to older community interfaces. It lets you run diffusion models locally, edit existing images, write captions, and manage models through a browser interface.
What it is good for
Solo builders who want a feature-rich, locally hosted interface to generate marketing art, product mockups, and video content without paying monthly cloud subscription fees.
- Supports a wide range of hardware, including NVIDIA, AMD, Intel, and Apple Silicon.
- Combines image generation, video creation, inpainting, and captioning in one dashboard.
- Actively maintained with regular updates and broad model compatibility.
- Demands a powerful dedicated graphics card with significant VRAM to run modern models well.
- First-time installation downloads heavy dependencies and large model files.
- Complex configuration options can overwhelm beginners.
AUTOMATIC1111/stable-diffusion-webui and commercial cloud image generators
ComfyUI and stable diffusion models from Hugging Face
- AUTOMATIC1111/stable-diffusion-webui165k stars
The original community web interface that SD.Next builds upon with expanded hardware support.
- Comfy-Org/ComfyUI141k stars
A node-based alternative interface for advanced wiring of image generation pipelines.
- ggml-org/llama.cpp132k stars
A C and C++ library and command-line tool for running language models locally.
- EleutherAI/lm-evaluation-harness14k stars
Runs standard question sets against a language model and reports the scores.
- mudler/LocalAI50k stars
Serves text, vision, speech, image and video models from one self-hosted service that imitates the paid interfaces.
git clone https://github.com/vladmandic/sdnext cd sdnext ./webui.sh