FramePack offers significant advantages in four dimensions:
| comparison dimension | FramePack | traditional model |
|---|---|---|
| RAM efficiency | 6GB generates 60 seconds of video | Usually requires 24GB+ |
| Generation length | Theoretically unlimited at 1,000 frames | Usually limited to 4-8 seconds |
| Deployment costs | Consumer GPUs available | Requires professional graphics card |
| Generation speed | 1.5 sec/frame (teacache) | 3-5 seconds/frame |
The technological breakthrough lies in the adoption ofTiming Decoupling ArchitectureIn addition, the stream of contextual information is compressed by a neural network, so that only a limited amount of historical frame data has to be processed during the generation of each frame. Measurements show that when generating a 30-second video, the video memory footprint remains at around 5.8GB.
This answer comes from the articleFramePack: 6G low graphics memory fast raw long video open source projectThe
Related files download url
You need to log in to download this resource. Go to log in
© Download resources copyright belongs to the author; all resources on this site are from the network, for learning purposes only, please support the original version!
May not be reproduced without permission:AI productivity tools " What are the advantages of FramePack over traditional video generation models?
