How to run Stable Video Diffusion (img2vid-XT) locally

Stability AI · Image → video · 1.5B params · Stability AI Community License (commercial OK)

Stability's pioneering image-to-video diffusion model that turns a still frame into a short clip; free for commercial use under the $1M annual-revenue threshold.

What it costs to run — $0 markup

• On your own machine — $0. Runs free if you have about 16 GB of VRAM (~16-20GB for 25-frame 576x1024; lower with offload/fp16), via ComfyUI / Diffusers.
• Rent a GPU — from $0.26/hr. Fits RTX 3090 24GB at the direct vendor price ($0 markup) — pay only for the minutes you generate.
• Download the weights — free. Open weights at stabilityai/stable-video-diffusion-img2vid-xt.

Note: generative-media models are billed per image / per second / per minute on hosted services — not per token. Running locally or on your own rented GPU is usually far cheaper and keeps your data on your machine.

Key facts

Get Stable Video Diffusion (img2vid-XT) on Hugging Face →

More video models

• Wan2.2 T2V-A14B — Text → video, ~24 GB VRAM
• Wan2.2 I2V-A14B — Image → video, ~24 GB VRAM
• HunyuanVideo — Text → video, ~45 GB VRAM
• Wan2.2 TI2V-5B — Text → video, ~8.0 GB VRAM
• LTX-Video (13B) — Text → video, ~13 GB VRAM
• CogVideoX-5B — Text → video, ~5.0 GB VRAM

Browse: all media models · chat / LLM models

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