Packing Input Frame Context in Next-Frame Prediction Models for Video Generation

1 vikrantrathore 2 4/21/2025, 1:42:46 AM github.com ↗

Comments (2)

vikrantrathore · 11d ago
FramePack

    Diffuse thousands of frames at full fps-30 with 13B models using 6GB laptop GPU memory.
    Finetune 13B video model at batch size 64 on a single 8xA100/H100 node for personal/lab experiments.
    Personal RTX 4090 generates at speed 2.5 seconds/frame (unoptimized) or 1.5 seconds/frame (teacache).
    No timestep distillation.
    Video diffusion, but feels like image diffusion.
Paper link: https://lllyasviel.github.io/frame_pack_gitpage/pack.pdf

Website link: https://lllyasviel.github.io/frame_pack_gitpage/

dragonwriter · 11d ago