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The original was posted on /r/stablediffusion by /u/hackerzcity on 2024-10-23 18:26:57+00:00.


What is Tora? Think of it as a smart video generator. It can take your text, pictures, and instructions (like “make a car drive on a mountain road”) and turn them into actual videos. Tora is powered by something called Diffusion Transformers.

Features of Tora

Tora’s strength comes from three key parts:

  1. Trajectory Extractor (TE): how objects (like birds or balloons) should move in your video,
  2. Spatial-Temporal Diffusion Transformer (ST-DiT): This part handles all the frames in the video
  3. Motion-Guidance Fuser (MGF): this part makes sure that the movements stay natural and smooth.

Tora can make videos up to 720p with 204 frames, giving you short and long videos that look great. Older models couldn’t handle long videos as well, but Tora is next-level.

Using trajectory-guided motion, Tora ensures that objects move naturally. Whether it’s a balloon floating or a car driving, Tora makes sure it all follows the rules of real-life movement.

Resources:

:

Update this Node: https://github.com/kijai/ComfyUI-CogVideoXWrapper

Tutorials: https://www.youtube.com/watch?v=vUDqk72osfc

Workflow: https://comfyuiblog.com/comfyui-tora-text-to-video-workflow/

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