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Hedra speeds up Krea 3 diffusion transformer 6.9x on AMD MI355X

1 article1 sourcesince Nov 3Last article 1h ago ·

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Krea says Hedra Labs made the diffusion transformer behind Krea 3 6.9 times faster on AMD Instinct MI355X, cutting generation time from 22.9 seconds to 3.3 seconds.

Krea's post says the output keeps 98.3% of BF16 quality by SSIM, a similarity measure.

Krea also reports that MXFP6 GEMM runs 2.8 times faster than BF16 and that GPU transfer waiting fell from 18% to 2% of time. Krea attributes the work to Hedra's autonomous research system.

Written by AI from the articles below · updated Nov 3, 12:21 PM ET

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Nov 3
  1. KreaOfficial
    Krea 3 runs 6.9x faster on AMD MI355X at 98.3% of original quality

    AIKrea reports that Hedra Labs made the diffusion transformer behind Krea 3 6.9 times faster on AMD Instinct MI355X, cutting generation time from 22.9 seconds to 3.3 seconds. The post says MXFP6 GEMM runs 2.8 times faster than BF16, GPU transfer waiting fell from 18% to 2% of time, and output keeps 98.3% of BF16 quality by SSIM. The work was done with Hedra's autonomous research system.

    Video from @krea_ai's post

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