Open-source plugin fixes video-continuation quality loss in MiniMax H3 via saved latents

cc_aa_tt_zz · reddit · 2026-09-14

A Reddit user open-sourced a plugin addressing the progressive quality degradation in MiniMax H3's "continue video" feature.

How it works: save the latents as a Safetensor file when generating the initial video, then feed both the video and the original latents back in for each continuation—drastically reducing image degradation.

Validation: tested with a static-camera realistic face close-up (where texture degradation shows fastest): a 5-second clip extended five consecutive times with identical settings kept its quality.

The plugin exposes adjustable parameters like audio/video context length. Repo is on GitHub, free to reuse without credit, and the author invites ports to ComfyUI.

Original post →

More from Multimodal

Multimodal channel →