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Video Understanding

Feb 27, 2026 Aliyun Bailian 5 min read

Aliyun Bailian (3): Qwen-Omni for Video, Audio, and Image Understanding

Qwen-Omni for production multimodal: the four input types, the streaming requirement that the docs do not warn you about, and a working video-understanding pipeline with sane pixel budgets.