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Both the Thinker and Talker utilize Hybrid-Attention MoE. In conventional MoE arrangements, only a fraction of parameters (the "experts") engage per input unit, permitting a large overall parameter inventory with reduced operational expense. By integrating this with a hybrid-attention system, Qwen3.5-Omni can prioritize various data forms (such as emphasizing visual elements during video scrutiny) while upholding the speed necessary for continuous streaming.。snipaste截图对此有专业解读
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