Viggle AI · Character Replacement

Viggle-Animate

A full finetune of MiniMax-H3's ref2va transformer at 33.1B parameters, jointly distilled with DMD2 down to three forward passes plus a rank-128 LoRA delta. What makes it notable is what it does not need: no pose skeleton, segmentation mask, face crop, background plate, depth map or text prompt - just a driving video and one repainted reference frame. Renders 124 frames at 480x832 and 24fps in 26 seconds on a single B200, which Viggle puts at 6.1x faster per clip than Wan2.2-Animate-14B on equivalent hardware. Weights open under the MiniMax H3 community licence, inference code Apache-2.0.