Running MiniMax H3 on 24GB? One workaround pipeline for the 1080p second-pass OOM

newaccount47 · reddit · 2026-10-31

A Redditor reports that true 1MP two-pass generation with MiniMax H3 ref2va (1344x768 pass 1 into 1080p pass 2) crashes with a CUDA illegal memory access on a 24GB 4090, using Singularity v1.3 int8 at 141 frames—pass 1 runs 43 s/it with weight streaming.

Working fallback: generate at 1152x640, apply a 1.5x learned latent upscale, 2 steps with the ref2v turbo LoRA at 0.2 denoise, then RTX VSR up to 1080p—about 9 minutes per 6-second clip. The author asks whether anyone has a better route to true 1MP + 1080p on 24GB cards.

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