Stability-AI/generative-models

Health v2 · maintenance only

Adoption not part of the score

27271 stars · 3101 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Stability AI's official repository of generative diffusion models, including Stable Diffusion, Stable Video, and SV4D 2.0 for image, video, and 4D asset generation. It provides model definitions, training, and sampling scripts for research use.

Use cases

• generate images from text prompts with stable diffusion
• generate novel-view videos from a single input video
• create 4D assets from video of a moving object
• run diffusion model inference on GPU
• research and fine-tune generative models
• sample videos from pretrained checkpoints

When to choose

• you want official Stability AI model implementations and sampling scripts
• you need video-to-4D or novel-view video synthesis
• you are doing research with diffusion models in Python

When to avoid

• you want a polished end-user UI for image generation (use ComfyUI or Automatic1111 instead)
• you need production deployment rather than research code
• you lack a CUDA GPU

Facets

library · maturity active

machine-learning deep-learning image-processing video-processing stable-diffusion gpu-computing deep-learning machine-learning artificial-intelligence image-processing python cli diffusion-models text-to-image video-generation 4d-generation generative-ai stability-ai research-code video gpu linux

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markdown · JSON · MCP: product_card(name="Stability-AI/generative-models")