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dual-gpu

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Quality-first local MiniMax H3 video-series generation and loopback API for dual RTX 4090 workstations, with native audio, references, P8/P9 continuity, and preserved artifacts.

  • Updated Sep 4, 2026
  • Python

Reproducible Mage-Flow-Turbo inference on Kaggle Tesla T4×2 using upstream PyTorch, BF16 dtype/materialization and SDPA. Includes canonical dual-GPU qualification, explicit transformer/VAE placement, fail-closed routing and provenance checks, sustained 12-image 512/768/1024 showcase, timing, GPU memory metrics, SHA-256 evidence, and bilingual docs.

  • Updated Sep 21, 2026
  • Python

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