Open-source ComfyUI workflow: 4K 600+ frame background replacement with MiniMax H3 tiled diffusion

Emotional_Example_12 · reddit · 2026-10-22

Open-source Bruxosdovfx-SyncTile-MiniMax-H3 v5.4 splits large/long videos into overlapping regions (spatial tiles × temporal windows); every model call predicts all regions and blends them into one canvas with a single denoising trajectory — no tile seams, no chained clips, and VRAM stays at one region's footprint, enabling 4K 600+ frame background replacement. Ships with a one-click Windows installer (auto-installs ComfyUI custom nodes, models, LoRAs with resume) plus a manual path requiring ffmpeg. Includes a Background Replace v3 LoRA — a rank-concatenation merge of five community LoRAs (1.91GB BF16, strength 1.0), structure-validated but not yet generation-tested. Technique draws on MultiDiffusion (ICML 2023). Full workflow JSON included.

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