{"id":30885,"date":"2026-04-14T17:13:33","date_gmt":"2026-04-14T09:13:33","guid":{"rendered":"http:\/\/139.9.1.231\/?p=30885"},"modified":"2026-04-14T17:13:35","modified_gmt":"2026-04-14T09:13:35","slug":"qwen3-5-omni","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2026\/04\/14\/qwen3-5-omni\/","title":{"rendered":"Qwen3.5-Omni\uff1a\u65b0\u4e00\u4ee3\u5927\u89c4\u6a21\u539f\u751f\u5168\u6a21\u6001\u5927\u6a21\u578b"},"content":{"rendered":"\n

Qwen3.5-Omni<\/strong> \u662f Qwen \u6700\u65b0\u4e00\u4ee3\u5168\u6a21\u6001\u5927\u6a21\u578b\uff0c\u652f\u6301\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u3001\u97f3\u89c6\u9891\u7406\u89e3\u3002\u7ed3\u6784\u4e0a\uff0cQwen3.5-Omni \u7684 Thinker \u4e0e Talker \u5747\u91c7\u7528 Hybrid-Attention MoE \u67b6\u6784\u3002Qwen3.5-Omni \u7cfb\u5217\u5305\u542b Plus\u3001Flash\u3001Light \u4e09\u79cd\u5c3a\u5bf8\u7684 Instruct \u7248\u672c\uff0c\u652f\u6301 256k \u957f\u4e0a\u4e0b\u6587\uff0c\u6a21\u578b\u652f\u6301\u8d85\u8fc7 10 \u5c0f\u65f6\u7684\u97f3\u9891\u8f93\u5165\u53ca\u8d85\u8fc7 400 \u79d2\u7684 720P\uff081 FPS\uff09\u97f3\u89c6\u9891\u8f93\u5165\u3002\u6a21\u578b\u5728\u6d77\u91cf\u6587\u672c\u3001\u89c6\u89c9\u4ee5\u53ca\u8d85\u8fc7 1 \u4ebf\u5c0f\u65f6\u7684\u97f3\u89c6\u9891\u6570\u636e\u4e0a\u8fdb\u884c\u539f\u751f\u591a\u6a21\u6001\u9884\u8bad\u7ec3\uff0c\u8be5\u6a21\u578b\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u5168\u6a21\u6001\u611f\u77e5\u4e0e\u751f\u6210\u80fd\u529b\u3002\u76f8\u6bd4 Qwen3-Omni\uff0cQwen3.5-Omni \u591a\u8bed\u8a00\u80fd\u529b\u5927\u5927\u589e\u5f3a\uff0c\u80fd\u591f\u652f\u6301 113 \u79cd\u8bed\u79cd\u548c\u65b9\u8a00\u7684\u8bed\u97f3\u8bc6\u522b\u548c 36 \u79cd\u8bed\u79cd\u548c\u65b9\u8a00\u7684\u8bed\u97f3\u751f\u6210\u3002<\/p>\n\n\n\n

Blog\uff1ahttps:\/\/qwen.ai\/blog?id=qwen3.5-omni<\/a><\/em><\/strong><\/p>\n\n\n\n

\u6a21\u578b\u67b6\u6784<\/h2>\n\n\n\n

Qwen3.5-Omni<\/strong>\u00a0\u5ef6\u7eed\u91c7\u7528 Thinker-Talker \u67b6\u6784\uff0cThinker \u901a\u8fc7 Vision Encoder \u548c AuT \u63a5\u53d7\u89c6\u89c9\u548c\u97f3\u9891\u4fe1\u53f7\u8f93\u5165\uff0c\u97f3\u89c6\u9891\u4fe1\u53f7\u901a\u8fc7 interleave \u4ea4\u7ec7\u5e76\u642d\u914d TMRoPE \u7f16\u7801\u4f4d\u7f6e\u4fe1\u606f\u3002Thinker \u8d1f\u8d23\u5904\u7406\u5168\u6a21\u6001\u4fe1\u53f7\u5e76\u8f93\u51fa\u6587\u672c\uff0cTalker \u8d1f\u8d23\u63a5\u6536\u6765\u81ea Thinker \u7684\u591a\u6a21\u6001\u8f93\u5165\u4ee5\u53ca\u6587\u672c\u8f93\u51fa\uff0c\u8fdb\u884c contextual \u8bed\u97f3\u751f\u6210\uff0c\u8bed\u97f3\u8868\u5f81\u901a\u8fc7 Qwen3-Omni \u63d0\u51fa\u7684 RVQ \u7f16\u7801\u6765\u66ff\u4ee3\u7e41\u91cd\u7684 DiT \u8fd0\u7b97\u3002\u7531\u4e8e chunk-wise \u7684\u6d41\u5f0f\u8f93\u5165\u8bbe\u8ba1\u548c\u6d41\u5f0f Talker \u8bbe\u8ba1\uff0c\u6574\u4e2a\u6a21\u578b\u53ef\u4ee5\u8fdb\u884c realtime interaction\u3002\u4e0d\u540c\u4e8e\u4e0a\u4e00\u4ee3 Qwen3-Omni \u7684\u53cc\u8f68 Talker \u8f93\u5165\uff0cTalker \u5728\u8f93\u5165\u7684\u7ec4\u7ec7\u65b9\u5f0f\u4e0a\u91c7\u7528\u4e86 ARIA\uff08\u81ea\u9002\u5e94\u901f\u7387\u4ea4\u9519\u5bf9\u9f50\uff0cAdaptive Rate Interleave Alignment\uff09\u6765\u52a8\u6001\u5bf9\u9f50\u6587\u672c\u4e0e\u8bed\u97f3\u5355\u5143\uff0c\u7136\u540e\u8fdb\u884c\u4ea4\u9519\u6392\u5e03<\/strong>\uff0c\u4ee5\u907f\u514d\u7531\u4e8e\u6587\u672c\u4e0e\u8bed\u97f3 Token \u7f16\u7801\u6548\u7387\u5dee\u5f02\u5bfc\u81f4\u7684\u8bed\u97f3\u4e0d\u7a33\u5b9a\u6027\uff0c\u5982\u6f0f\u8bfb\u3001\u8bef\u8bfb\u6216\u6570\u5b57\u53d1\u97f3\u6a21\u7cca\u7b49\u95ee\u9898\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Qwen3.5-Omni vs Qwen3-Omni<\/h3>\n\n\n\n
<\/td>Qwen3-Omni<\/td>Qwen3.5-Omni<\/strong><\/td><\/tr>
\u4e3b\u5e72\u6846\u67b6<\/td>MoE<\/td>Hybrid-MoE<\/td><\/tr>
\u652f\u6301\u5e8f\u5217<\/td>32k<\/td>256k
\u97f3\u9891\uff1a10\u4e2a\u5c0f\u65f6
\u97f3\u89c6\u9891 (FPS=1)\uff1a400\u79d2<\/td><\/tr>
Caption\u80fd\u529b<\/td>\u97f3\u9891<\/td>\u97f3\u89c6\u9891<\/td><\/tr>
\u667a\u80fd\u8bed\u4e49\u6253\u65ad<\/td>\u65e0<\/td>\u652f\u6301<\/td><\/tr>
WebSearch\/Tool<\/td>\u65e0<\/td>\u539f\u751fAPI\u652f\u6301<\/td><\/tr>
\u8bed\u97f3\u63a7\u5236<\/td>\u65e0<\/td>\u652f\u6301<\/td><\/tr>
\u97f3\u8272\u514b\u9686<\/td>\u65e0<\/td>\u652f\u6301<\/td><\/tr>
Talker<\/td>\u53cc\u8f68\u81ea\u56de\u5f52<\/td>Interleave<\/td><\/tr>
Text-Audio Tokenizer Rate<\/td>Fixed (1:1)<\/td>ARIA (Adaptive Rate Interleaved Alignment)<\/td><\/tr>
\u8bed\u97f3\u8bc6\u522b<\/td>11\u79cd\u591a\u8bed\u8a00\uff1a\u4e2d\u6587\u3001\u82f1\u8bed\u3001\u5fb7\u8bed\u3001\u6cd5\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u6cf0\u8bed\u3001\u97e9\u8bed\u3001\u65e5\u8bed\u3001\u4fc4\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u8461\u8404\u7259\u8bed
8\u79cd\u65b9\u8a00\uff1a\u56db\u5ddd\u8bdd\u3001\u4e0a\u6d77\u8bdd\u3001\u7ca4\u8bed\u3001\u95fd\u5357\u8bed\u3001\u9655\u897f\u8bdd\u3001\u5357\u4eac\u8bdd\u3001\u5929\u6d25\u8bdd\u3001\u5317\u4eac\u8bdd<\/td>		74\u79cd\u591a\u8bed\u8a00\uff1a\u5357\u975e\u8bed\u3001\u963f\u62c9\u4f2f\u8bed\u3001\u963f\u65af\u56fe\u91cc\u4e9a\u65af\u8bed\u3001\u963f\u585e\u62dc\u7586\u8bed\u3001\u5df4\u65af\u514b\u8bed\u3001\u767d\u4fc4\u7f57\u65af\u8bed\u3001\u5b5f\u52a0\u62c9\u8bed\u3001\u6ce2\u65af\u5c3c\u4e9a\u8bed\u3001\u4fdd\u52a0\u5229\u4e9a\u8bed\u3001\u7ca4\u8bed\u3001\u52a0\u6cf0\u7f57\u5c3c\u4e9a\u8bed\u3001\u5bbf\u52a1\u8bed\u3001\u4e2d\u6587\u3001\u514b\u7f57\u5730\u4e9a\u8bed\u3001\u6377\u514b\u8bed\u3001\u4e39\u9ea6\u8bed\u3001\u8377\u5170\u8bed\u3001\u82f1\u8bed\u3001\u4e16\u754c\u8bed\u3001\u7231\u6c99\u5c3c\u4e9a\u8bed\u3001\u83f2\u5f8b\u5bbe\u8bed\u3001\u82ac\u5170\u8bed\u3001\u6cd5\u8bed\u3001\u52a0\u5229\u897f\u4e9a\u8bed\u3001\u683c\u9c81\u5409\u4e9a\u8bed\u3001\u5fb7\u8bed\u3001\u5e0c\u814a\u8bed\u3001\u5e0c\u4f2f\u6765\u8bed\u3001\u5370\u5730\u8bed\u3001\u5308\u7259\u5229\u8bed\u3001\u51b0\u5c9b\u8bed\u3001\u5370\u5c3c\u8bed\u3001\u56fd\u9645\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u65e5\u8bed\u3001\u722a\u54c7\u8bed\u3001\u5361\u7eb3\u8fbe\u8bed\u3001\u54c8\u8428\u514b\u8bed\u3001\u97e9\u8bed\u3001\u67ef\u5c14\u514b\u5b5c\u8bed\u3001\u6797\u52a0\u62c9\u8bed\u3001\u62c9\u8131\u7ef4\u4e9a\u8bed\u3001\u7acb\u9676\u5b9b\u8bed\u3001\u9a6c\u5176\u987f\u8bed\u3001\u9a6c\u6765\u8bed\u3001\u9a6c\u62c9\u96c5\u62c9\u59c6\u8bed\u3001\u9a6c\u8033\u4ed6\u8bed\u3001\u6bdb\u5229\u8bed\u3001\u9a6c\u62c9\u5730\u8bed\u3001\u8499\u53e4\u8bed\u3001\u632a\u5a01\u8bed\uff08\u535a\u514b\u9a6c\u5c14\uff09\u3001\u65b0\u632a\u5a01\u8bed\u3001\u5965\u91cc\u4e9a\u8bed\u3001\u6ce2\u65af\u8bed\u3001\u6ce2\u5170\u8bed\u3001\u8461\u8404\u7259\u8bed\u3001\u65c1\u906e\u666e\u8bed\u3001\u7f57\u9a6c\u5c3c\u4e9a\u8bed\u3001\u4fc4\u8bed\u3001\u585e\u5c14\u7ef4\u4e9a\u8bed\u3001\u65af\u6d1b\u4f10\u514b\u8bed\u3001\u65af\u6d1b\u6587\u5c3c\u4e9a\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u65af\u74e6\u5e0c\u91cc\u8bed\u3001\u745e\u5178\u8bed\u3001\u5854\u5409\u514b\u8bed\u3001\u6cf0\u7c73\u5c14\u8bed\u3001\u6cf0\u5362\u56fa\u8bed\u3001\u6cf0\u8bed\u3001\u571f\u8033\u5176\u8bed\u3001\u4e4c\u514b\u5170\u8bed\u3001\u4e4c\u5c14\u90fd\u8bed\u3001\u7ef4\u543e\u5c14\u8bed\u3001\u8d8a\u5357\u8bed
39\u79cd\u65b9\u8a00\uff1a\u4e1c\u5317\u8bdd\u3001\u8d35\u5dde\u8bdd\u3001\u5e7f\u4e1c\u7ca4\u8bed\u3001\u6cb3\u5357\u8bdd\u3001\u9999\u6e2f\u7ca4\u8bed\u3001\u4e0a\u6d77\u8bdd\u3001\u9655\u897f\u8bdd\u3001\u5929\u6d25\u8bdd\u3001\u53f0\u6e7e\u8bdd\u3001\u4e91\u5357\u8bdd\u3001\u5b89\u5fbd\u8bdd\u3001\u798f\u5efa\u8bdd\u3001\u7518\u8083\u8bdd\u3001\u5e7f\u4e1c\u666e\u901a\u8bdd\u3001\u6e56\u5317\u8bdd\u3001\u6e56\u5357\u8bdd\u3001\u6c5f\u897f\u8bdd\u3001\u5c71\u4e1c\u8bdd\u3001\u5c71\u897f\u8bdd\u3001\u56db\u5ddd\u8bdd\u3001\u5e7f\u897f\u8bdd\u3001\u6d77\u5357\u8bdd\u3001\u91cd\u5e86\u8bdd\u3001\u957f\u6c99\u8bdd\u3001\u676d\u5dde\u8bdd\u3001\u5408\u80a5\u8bdd\u3001\u94f6\u5ddd\u8bdd\u3001\u90d1\u5dde\u8bdd\u3001\u6c88\u9633\u8bdd\u3001\u6e29\u5dde\u8bdd\u3001\u6b66\u6c49\u8bdd\u3001\u6606\u660e\u8bdd\u3001\u592a\u539f\u8bdd\u3001\u5357\u660c\u8bdd\u3001\u6d4e\u5357\u8bdd\u3001\u5170\u5dde\u8bdd\u3001\u5357\u4eac\u8bdd\u3001\u5ba2\u5bb6\u8bdd\u3001\u95fd\u5357\u8bed<\/td><\/tr>
\u8bed\u97f3\u5408\u6210<\/td>11\u79cd\u591a\u8bed\u8a00\uff1a\u4e2d\u6587\u3001\u82f1\u8bed\u3001\u5fb7\u8bed\u3001\u6cd5\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u6cf0\u8bed\u3001\u97e9\u8bed\u3001\u65e5\u8bed\u3001\u4fc4\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u8461\u8404\u7259\u8bed
8\u79cd\u65b9\u8a00\uff1a\u56db\u5ddd\u8bdd\u3001\u4e0a\u6d77\u8bdd\u3001\u7ca4\u8bed\u3001\u95fd\u5357\u8bed\u3001\u9655\u897f\u8bdd\u3001\u5357\u4eac\u8bdd\u3001\u5929\u6d25\u8bdd\u3001\u5317\u4eac\u8bdd<\/td>		29\u79cd\u591a\u8bed\u8a00\uff1a\u4e2d\u6587\u3001\u82f1\u8bed\u3001\u5fb7\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u8461\u8404\u7259\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u65e5\u8bed\u3001\u97e9\u8bed\u3001\u6cd5\u8bed\u3001\u4fc4\u8bed\u3001\u6cf0\u8bed\u3001\u5370\u5ea6\u5c3c\u897f\u4e9a\u8bed\u3001\u963f\u62c9\u4f2f\u8bed\u3001\u8d8a\u5357\u8bed\u3001\u571f\u8033\u5176\u8bed\u3001\u82ac\u5170\u8bed\u3001\u6ce2\u5170\u8bed\u3001\u5370\u5730\u8bed\u3001\u8377\u5170\u8bed\u3001\u6377\u514b\u8bed\u3001\u4e4c\u5c14\u90fd\u8bed\u3001\u4ed6\u52a0\u7984\u8bed\u3001\u745e\u5178\u8bed\u3001\u4e39\u9ea6\u8bed\u3001\u5e0c\u4f2f\u6765\u8bed\u3001\u51b0\u5c9b\u8bed\u3001\u9a6c\u6765\u8bed\u3001\u632a\u5a01\u8bed\u3001\u6ce2\u65af\u8bed
7\u79cd\u65b9\u8a00\uff1a\u56db\u5ddd\u8bdd\u3001\u5317\u4eac\u8bdd\u3001\u5929\u6d25\u8bdd\u3001\u5357\u4eac\u8bdd\u3001\u9655\u897f\u8bdd\u3001\u7ca4\u8bed\u3001\u95fd\u5357\u8bed<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u79bb\u7ebf\uff08Offline\uff09<\/em><\/strong><\/p>\n\n\n\n

Qwen3.5-Omni-Plus \u5728\u97f3\u9891\/\u97f3\u89c6\u9891\u7684\u7406\u89e3\u3001\u63a8\u7406\u548c\u4ea4\u4e92\u4efb\u52a1\u4e0a\u5171\u53d6\u5f97\u4e86 215 \u9879\u5b50\u4efb\u52a1\/Benchmark \u7684 SOTA \u6210\u7ee9\uff0c\u6db5\u76d6 3 \u4e2a\u97f3\u89c6\u9891 Benchmark\u30015 \u4e2a\u97f3\u9891 Benchmark\u30018 \u4e2a ASR Benchmark\u3001156 \u4e2a\u9762\u5411\u8bed\u79cd\u7684 S2TT \u4efb\u52a1\u548c 43 \u4e2a\u9762\u5411\u8bed\u79cd\u7684 ASR \u4efb\u52a1<\/strong>\u3002\u5176\u4e2d\uff0c\u901a\u7528\u97f3\u9891\u7406\u89e3\/\u63a8\u7406\/\u8bc6\u522b\/\u7ffb\u8bd1\/\u5bf9\u8bdd\u5168\u9762\u8d85\u8d8a Gemini-3.1 Pro\uff0c\u97f3\u89c6\u9891\u7406\u89e3\u80fd\u529b\u603b\u4f53\u8fbe\u5230 Gemini-3.1 Pro \u6c34\u5e73\uff0c\u540c\u65f6\u89c6\u89c9\/\u6587\u672c\u80fd\u529b\u8fbe\u5230\u540c\u5c3a\u5bf8 Qwen3.5 \u6a21\u578b\u6548\u679c<\/strong>\u3002Qwen3.5-Omni-Plus \u7684\u4e00\u4e2a\u5f3a\u5927\u7684 feature \u662f\u97f3\u89c6\u9891 caption \u80fd\u529b\uff0c\u53ef\u4ee5\u751f\u6210\u53ef\u63a7\u7684\u3001\u8be6\u7ec6\u7684\u3001\u7ed3\u6784\u5316\u7684\u97f3\u89c6\u9891 caption\uff0c\u5e76\u751f\u6210\u5267\u672c\u7ea7\u7ec6\u7c92\u5ea6\u63cf\u8ff0\uff0c\u5305\u62ec\u81ea\u52a8\u5207\u7247\u3001\u65f6\u95f4\u6233\u6253\u6807\u548c\u4eba\u7269\u4e0e\u97f3\u9891\u5173\u7cfb\u7684\u8be6\u7ec6\u4ecb\u7ecd\u3002\u9664\u6b64\u4ee5\u5916\uff0c\u901a\u8fc7\u539f\u751f\u591a\u6a21\u6001 Scaling\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\u4e86\u5168\u6a21\u6001\u6a21\u578b\u6d8c\u73b0\u51fa\u4e86\u53ef\u4ee5\u6839\u636e\u97f3\u89c6\u9891\u6307\u4ee4\u76f4\u63a5\u8fdb\u884c coding \u7684\u80fd\u529b\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3a Audio-Visual Vibe Coding<\/p>\n\n\n\n

\u5b9e\u65f6\uff08Realtime\uff09<\/em><\/strong><\/p>\n\n\n\n

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