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UCSD Hao AI LabUpdated Nov 4 04:13

Hao AI Lab integrates MiniMax H3 Flex into FastVideo, single...

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Hao AI Lab has integrated Pika Labs' open-source MiniMax H3 Flex into FastVideo. The official open-source inference code takes 59.7 seconds to generate a 5-second 480p video with audio on a single GB200, while FastVideo BF16 takes 26.6 seconds, NVFP4 QAD takes 16.8 seconds, and FP4 attention takes 15.2 seconds. The team claims it is up to 7 times faster than the official code, and has added multi-GPU support, generating a 15-second clip 7 times faster on 4 GPUs. NVFP4 QAD distills the BF16 Flex model, coming 14-17% closer to BF16 than ordinary quantization; FP4 attention reduces a 768p 15-second clip from 101.8 seconds to 85.3 seconds. This clip takes 59.5 seconds on a single DGX Spark. FastVideo also supports the 2K model of Open-H3-Regenerate-2K, and the weights, inference code, and complete training recipe have all been released.

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The original text provides a runtime comparison between the official code and FastVideo's various precision configurations under the same prompt, which can be used to judge the actual extent of video generation inference acceleration.

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(4/6) Runs on your desk too. A 5 s 480p first-and-last-frame clip takes 59.5 s on one DGX Spark.Blackwell down to Spark and RTX 5090. @NVIDIARTXSpark

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UCSD Hao AI Lab