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  1. arXiv

    Hadamard codebooks replace Gaussian ones: FLUX round trips drop from tens of seconds to seconds, video nears real time on one GPU

    Training-free generative compression no longer needs an explicit Gaussian codebook: H-DDCM swaps it for an implicit randomized Hadamard dictionary, matching complete-codebook fidelity at FLUX scale while cutting round-trip time from tens of seconds to seconds.

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