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TaoMate-H3-FL2VA speeds up MiniMax H3 audio-video generation with three-step LoRA

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ModelScope releases TaoMate-H3-FL2VA, a three-step LoRA for the MiniMax H3 FL2VA base model that generates synchronized speech, sound, and video.

In its 480p benchmark, the TaoMate-H3 runtime reports 11.45× faster DiT inference and 10.6× faster time to first playable video than the original MiniMax H3 pipeline.

The model supports continuous five-second-block generation at 480p, 768p, and aligned 1080p, and is governed by the MiniMax H3 Community License Agreement.

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TaoMate-H3-FL2VA brings 3-step streaming audio-video generation to MiniMax H3. The TaoMate-H3 runtime reports 11.45× faster DiT inference and 10.6× faster time to first playable video than the original MiniMax H3 pipeline in its 480p benchmark.
🤖 https://modelscope.ai/models/TaoLiveAIGC/TaoMate-H3-FL2VA
📄 https://modelscope.ai/papers/2607.24359

⚡ 11.45× faster DiT: Generates a 10-second 480p sample in 14.8 seconds of DiT time, compared with 169.6 seconds for the original MiniMax H3 pipeline in the reported setup.
▶️ Earlier playback: Produces the first playable video in about 17.3 seconds, a 10.6× improvement over the baseline.
🔊 Synchronized by design: Generates speech, sound, and video together on one timeline instead of assembling them afterward.
🎬 Continuous generation: Processes prompts in five-second blocks while preserving visual identity, voice, and motion across prompt changes. Supports portrait and landscape output at 480p, 768p, and aligned 1080p.
📜 A three-step LoRA for the MiniMax H3 FL2VA base model. MiniMax H3 Community License Agreement applies.

Source: ModelScope · x.comPublished · added here

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