LightX2V is a lightweight inference framework for image and video generation, built to deliver efficient, high-performance synthesis on both NVIDIA and non-NVIDIA hardware.

X2V โ€” transform any input modality X (text, image, audio, etc.) into Vision output.

The framework unifies multiple state-of-the-art generation pipelines behind a single runtime, covering training-adjacent inference workflows from research prototypes to production deployment.


Supported Tasks

Task Name Description
T2V Text-to-Video Generate video from a text prompt
I2V Image-to-Video Animate a still image into video
V2V Video-to-Video Generate video from a video
T2I Text-to-Image Generate images from text
I2I Image-to-Image Edit or transform existing images
World Model Interactive Worlds Real-time, memory-augmented world simulation
โ€ฆ More FLF2V, S2V, T2AV, animation, super-resolution โ€ฆ

See the LightX2V repository for the full, up-to-date task list.


Resource URL
GitHub github.com/ModelTC/LightX2V
Online Service x2v.light-ai.top/generate
Canvas x2v.light-ai.top/canvas
Blog light-ai.top/LightX2V-BLOG
Blog GitHub github.com/ModelTC/LightX2V-BLOG