MiniMax H3 latent loop trick: how to generate seamless looping AI videos
PurzBeats · x · 2026-10-24
AI video creator PurzBeats shares a technique for seamless looping videos with MiniMax H3 ("latent ping pong"):
- H3 Loop (model patch): samples the latent with its end wrapped around to its start, so the model treats the join like any other part of the video
- H3 Loop Decode: default views 2 also samples a half-rotated view and takes audio around the loop point from it, keeping sound clean — at 1.8× sampling time
- Use views 1 with the Fun ControlNet
Related event: MiniMax H3 Latent Loop Patch Enables Seamless AI Video Loops(2 posts)→
More from Multimodal
- RTX 30-series GPU Unlock tested: up to 59% throughput gain in ComfyUI on 3090 Ti — under-_-null · 2026-10-24
- Creator finds Grok Bot + Opus pipeline makes better videos than either model alone — Dr_Singularity · 2026-10-24
- Driving ComfyUI with Claude Opus works surprisingly well, user reports — UltramanQuar · 2026-10-24
- Moss image model natively generates consistent same-character comics in any style — AltruisticList6000 · 2026-10-24
- Fairground AI TV airs Halloween special with four AI-made horror films — DavidmComfort · 2026-10-24
- Block's new speech-to-speech AI Dessa, trained purely on conversation, chats awkwardly — The Verge AI · 2026-10-24