{"id":86824,"date":"2026-07-29T10:32:27","date_gmt":"2026-07-29T02:32:27","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/86824.html"},"modified":"2026-07-29T10:32:27","modified_gmt":"2026-07-29T02:32:27","slug":"%e5%bd%93%e5%8f%82%e6%95%b0%e7%a5%9e%e8%af%9d%e7%a0%b4%e7%81%ad%ef%bc%9adeepseek-v4%e4%b8%ba%e4%bd%95%e5%90%8c%e6%97%b6%e5%8f%91%e4%b8%a4%e4%b8%aa%e7%89%88%e6%9c%ac%ef%bc%8cai","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/86824.html","title":{"rendered":"\u5f53\u201c\u53c2\u6570\u795e\u8bdd\u201c\u7834\u706d\uff1aDeepSeek V4\u4e3a\u4f55\u540c\u65f6\u53d1\u4e24\u4e2a\u7248\u672c\uff0cAI\u7ade\u4e89\u7684\u4e0b\u4e00\u4e2a\u53d8\u91cf\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"

\u5168\u7403\u9996\u4e2a\u5f00\u6e90MoE\u89c6\u9891\u6a21\u578b\u6765\u4e86：\u5f53Wan2.2\u7701\u4e00\u534a\u7b97\u529b\u3001Aleph\u628a\u7f16\u8f91\u53d8\u5bf9\u8bdd，"\u58f0\u753b\u4e00\u4f53"\u4ecd\u662f\u6700\u540e\u4e00\u5757\u62fc\u56fe<\/h2>\n

7\u670828\u65e5\u6df1\u591c，\u963f\u91cc\u901a\u4e49\u4e07\u76f8\u56e2\u961f\u6b63\u5f0f\u5f00\u6e90Wan2.2\u7cfb\u5217\u89c6\u9891\u751f\u6210\u6a21\u578b；\u51e0\u4e4e\u540c\u4e00\u65f6\u95f4，Runway\u7684\u4e0a\u4e0b\u6587\u89c6\u9891\u7f16\u8f91\u6a21\u578bAleph\u5f00\u59cb\u9762\u5411\u4ed8\u8d39\u7528\u6237\u5168\u9762\u5f00\u653e\u3002\u4e00\u4e2a\u628a"\u751f\u6210"\u505a\u5230\u7535\u5f71\u7ea7\u7f8e\u5b66，\u4e00\u4e2a\u628a"\u7f16\u8f91"\u505a\u5230\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u7ea7\u3002\u4e24\u6761\u8def\u7ebf\u3001\u4e24\u79cd\u8303\u5f0f，\u540c\u5468\u53d1\u529b，\u6807\u5fd7\u7740AI\u89c6\u9891\u751f\u6210\u8d5b\u9053\u6b63\u5728\u7ecf\u5386\u4e00\u6b21\u7ed3\u6784\u6027\u5206\u5316\u3002<\/p>\n

\u4f46\u4ed4\u7ec6\u770b\u8fd9\u4e24\u4e2a\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c，\u4f60\u4f1a\u53d1\u73b0\u4e00\u4e2a\u6709\u8da3\u7684\u5171\u540c\u70b9：\u5b83\u4eec\u90fd\u5728"\u753b\u9762"\u5c42\u9762\u7a81\u98de\u731b\u8fdb，\u5374\u5728"\u58f0\u97f3\u4e0e\u8868\u6f14\u7684\u540c\u6b65"\u5c42\u9762\u4fdd\u6301\u6c89\u9ed8\u3002\u8fd9\u4e0d\u662f\u5de7\u5408，\u800c\u662f\u6574\u4e2a\u884c\u4e1a\u5f53\u524d\u6700\u771f\u5b9e\u7684\u74f6\u9888\u3002<\/p>\n

Wan2.2：\u7528MoE\u67b6\u6784\u7ed9\u89c6\u9891\u751f\u6210"\u51cf\u8d1f"<\/h3>\n

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\u5177\u4f53\u6765\u8bf4，27B\u603b\u53c2\u6570\u7684\u6a21\u578b\u88ab\u62c6\u5206\u4e3a\u9ad8\u566a\u4e13\u5bb6\u548c\u4f4e\u566a\u4e13\u5bb6，\u6bcf\u6b21\u63a8\u7406\u53ea\u6fc0\u6d3b14B\u53c2\u6570，\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u76f4\u63a5\u964d\u4f4e\u7ea650%\u3002\u5728\u89c6\u9891\u751f\u6210\u8fd9\u4e2a"Token\u8d8a\u957f\u8d8a\u70e7\u94b1"\u7684\u9886\u57df，\u8fd9\u4e2a\u4f18\u5316\u5e45\u5ea6\u610f\u5473\u7740\u540c\u6837\u7b97\u529b\u4e0b\u53ef\u4ee5\u751f\u6210\u66f4\u957f\u3001\u66f4\u9ad8\u8d28\u91cf\u7684\u89c6\u9891，\u6216\u8005\u5728\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u8dd1\u8d77\u6765\u3002<\/p>\n

Wan2.2\u8fd8\u5f00\u6e90\u4e86\u4e00\u4e2a5B\u7684\u7edf\u4e00\u89c6\u9891\u751f\u6210\u6a21\u578b（Wan2.2-TI2V-5B），\u91c7\u7528\u9ad8\u538b\u7f29\u73873D VAE\u67b6\u6784，\u4ec5\u970022G\u663e\u5b58\u5c31\u80fd\u5728\u6570\u5206\u949f\u5185\u751f\u62105\u79d2720P\u89c6\u9891\u3002\u6362\u53e5\u8bdd\u8bf4，\u4e00\u5f20\u6d88\u8d39\u7ea7\u663e\u5361\u5c31\u80fd\u672c\u5730\u90e8\u7f72\u2014\u2014\u8fd9\u5bf9\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u5c0f\u578b\u56e2\u961f\u7684\u610f\u4e49\u4e0d\u8a00\u800c\u55bb\u3002<\/p>\n

\u7535\u5f71\u7ea7\u7f8e\u5b66\u63a7\u5236\u7cfb\u7edf：\u628a\u5bfc\u6f14\u7684\u8bed\u8a00\u88c5\u8fdb\u6a21\u578b<\/h3>\n

Wan2.2\u53e6\u4e00\u4e2a\u4eae\u70b9\u662f"\u7535\u5f71\u7ea7\u7f8e\u5b66\u63a7\u5236\u7cfb\u7edf"\u3002\u8fd9\u4e0d\u662f\u7b80\u5355\u7684\u98ce\u683c\u6ee4\u955c，\u800c\u662f\u628a\u5149\u5f71\u3001\u8272\u5f69\u3001\u6784\u56fe\u4e09\u5927\u7535\u5f71\u7f8e\u5b66\u5143\u7d20\u7f16\u7801\u6210\u4e8660\u591a\u4e2a\u53ef\u63a7\u53c2\u6570，\u76f4\u63a5\u5d4c\u5165\u6a21\u578b\u7684\u7cbe\u8c03\u6d41\u7a0b\u3002<\/p>\n

\u7528\u6237\u8f93\u5165"\u9ec4\u660f""\u67d4\u5149""\u8fb9\u7f18\u5149""\u6696\u8272\u8c03""\u4e2d\u5fc3\u6784\u56fe"\u7b49\u5173\u952e\u8bcd，\u6a21\u578b\u80fd\u81ea\u52a8\u7406\u89e3\u5e76\u751f\u6210\u5bf9\u5e94\u7f8e\u5b66\u7684\u753b\u9762；\u6362\u6210"\u51b7\u8272\u8c03""\u786c\u5149""\u5bf9\u79f0\u6784\u56fe""\u4f4e\u89d2\u5ea6"，\u5c31\u80fd\u5207\u6362\u5230\u79d1\u5e7b\u7247\u8d28\u611f\u3002\u5b98\u65b9\u5c55\u793a\u7684\u6848\u4f8b\u4e2d，Wan2.2\u751a\u81f3\u80fd\u590d\u523b\u300a\u661f\u9645\u7a7f\u8d8a\u300b\u4e2d\u5b87\u822a\u5458\u5728\u7c73\u52d2\u661f\u7403\u7684\u7ecf\u5178\u753b\u9762\u3002<\/p>\n

\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u662f，Wan2.2\u5728\u4eba\u7269\u9762\u90e8\u8868\u60c5\u548c\u590d\u6742\u8fd0\u52a8\u7ef4\u5ea6\u4e0a\u6709\u663e\u8457\u63d0\u5347\u3002\u5b98\u65b9\u63d0\u5230，\u6a21\u578b\u4e0d\u4ec5\u80fd\u751f\u6210"\u5927\u7b11""\u60ca\u6050"\u7b49\u57fa\u7840\u60c5\u7eea，\u8fd8\u80fd\u523b\u753b"\u601d\u8003\u65f6\u4e0d\u7ecf\u610f\u7684\u6311\u7709""\u5f3a\u5fcd\u6cea\u6c34\u65f6\u7684\u5634\u5507\u98a4\u6296"\u7b49\u7cbe\u7ec6\u5fae\u8868\u60c5\u3002\u8fd9\u4e9b\u80fd\u529b\u7684\u63d0\u5347，\u8bf4\u660e\u89c6\u9891\u751f\u6210\u6a21\u578b\u6b63\u5728\u4ece"\u4f1a\u52a8"\u8d70\u5411"\u4f1a\u6f14"\u3002<\/p>\n

\u4f46\u8fd9\u91cc\u6709\u4e00\u4e2a\u5fae\u5999\u7684\u95ee\u9898：Wan2.2\u751f\u6210\u7684\u5fae\u8868\u60c5\u662f"\u753b\u9762\u91cc\u7684\u8868\u60c5"，\u800c\u4e0d\u662f"\u914d\u5408\u58f0\u97f3\u7684\u8868\u60c5"\u3002\u6362\u53e5\u8bdd\u8bf4，\u5634\u578b\u53d8\u5316\u548c\u58f0\u97f3\u8f93\u51fa\u4e4b\u95f4\u6ca1\u6709\u56e0\u679c\u5173\u7cfb\u2014\u2014\u5b83\u751f\u6210\u4e86\u4e00\u4e2a\u770b\u8d77\u6765\u5728\u8bf4\u8bdd\u7684\u753b\u9762，\u4f46\u8fd9\u4e2a\u753b\u9762\u5e76\u6ca1\u6709\u5bf9\u5e94\u4efb\u4f55\u5177\u4f53\u7684\u8bed\u97f3\u5185\u5bb9\u3002<\/p>\n

Runway Aleph：\u4ece"\u751f\u6210"\u5230"\u7f16\u8f91"\u7684\u8303\u5f0f\u8df3\u8f6c<\/h3>\n

\u5982\u679c\u8bf4Wan2.2\u4ee3\u8868\u7684\u662f"\u4ece\u65e0\u5230\u6709"\u7684\u751f\u6210\u8def\u7ebf，\u90a3Runway Aleph\u5f00\u8f9f\u7684\u662f\u4e00\u6761\u5168\u65b0\u7684"\u4ece\u6709\u5230\u4f18"\u7684\u7f16\u8f91\u8def\u7ebf\u3002<\/p>\n

\u8fc7\u53bb18\u4e2a\u6708，AI\u89c6\u9891\u8d5b\u9053\u7684\u7ade\u4e89\u51e0\u4e4e\u96c6\u4e2d\u5728\u5355\u4e00\u7ef4\u5ea6：\u5982\u4f55\u628a\u6587\u5b57\u63d0\u793a\u6216\u56fe\u7247\u66f4\u597d\u5730\u53d8\u6210\u5168\u65b0\u89c6\u9891\u3002Runway\u81ea\u5df1\u4eceGen-1\u5230Gen-4\u90fd\u5728\u8fd9\u6761\u8def\u4e0a\u63a8\u8fdb\u3002\u4f46Aleph\u505a\u4e86\u4e00\u4ef6\u4e0d\u540c\u7684\u4e8b\u2014\u2014\u5b83\u4e0d\u751f\u6210\u65b0\u89c6\u9891，\u800c\u662f\u7f16\u8f91\u5df2\u6709\u89c6\u9891\u3002<\/p>\n

\u6280\u672f\u5c42\u9762\u7684\u5173\u952e\u5728\u4e8e"\u4e0a\u4e0b\u6587\u7406\u89e3"\u3002\u4f20\u7edfAI\u89c6\u9891\u7f16\u8f91\u7684\u5de5\u4f5c\u65b9\u5f0f\u662f"\u5206\u6790-\u7406\u89e3-\u91cd\u65b0\u751f\u6210"，\u8fd9\u5bfc\u81f4\u672a\u4fee\u6539\u7684\u90e8\u5206\u4e5f\u4f1a\u53d1\u751f\u6f02\u79fb：\u80cc\u666f\u7ec6\u8282\u504f\u79fb\u3001\u7eb9\u7406\u53d8\u5316\u3001\u7a7a\u95f4\u7ed3\u6784\u5fae\u5999\u91cd\u7ec4\u3002Aleph\u7684\u505a\u6cd5\u662f\u5148\u5bf9\u7d20\u6750\u5efa\u7acb\u4e09\u7ef4\u7a7a\u95f4\u7406\u89e3\u2014\u2014\u6df1\u5ea6\u5173\u7cfb\u3001\u5149\u6e90\u65b9\u5411\u3001\u6750\u8d28\u5c5e\u6027\u3001\u7a7a\u95f4\u51e0\u4f55\u2014\u2014\u7136\u540e\u5728\u8fd9\u4e2a\u7cbe\u786e\u7684\u7a7a\u95f4\u6a21\u578b\u4e0a\u505a\u4fee\u6539\u3002\u7ed3\u679c\u662f\u88ab\u4fee\u6539\u7684\u90e8\u5206\u6709\u5b8c\u6574\u7a7a\u95f4\u4e0a\u4e0b\u6587，\u672a\u4fee\u6539\u7684\u90e8\u5206\u5219\u88ab\u771f\u6b63\u4fdd\u7559\u800c\u975e"\u91cd\u65b0\u751f\u6210"\u3002<\/p>\n

Aleph\u80fd\u505a\u7684\u4e8b\u60c5\u8986\u76d6\u4e86\u5b9e\u9645\u5236\u4f5c\u4e2d\u7684\u9ad8\u9891\u9700\u6c42：\u79fb\u9664\u573a\u666f\u4e2d\u7684\u7269\u4f53\u6216\u4eba\u7269\u3001\u6539\u53d8\u89d2\u8272\u5916\u89c2\u548c\u5e74\u9f84\u3001\u91cd\u65b0\u6253\u5149\u3001\u6539\u53d8\u5929\u6c14\u548c\u5b63\u8282\u3001\u751f\u6210\u65b0\u673a\u4f4d\u89d2\u5ea6\u3001\u98ce\u683c\u8fc1\u79fb\u3001\u7eff\u5e55\u62a0\u50cf\u3002\u5176\u4e2d\u6700\u6539\u53d8\u5236\u4f5c\u7ecf\u6d4e\u6027\u7684\u662f"\u673a\u4f4d\u751f\u6210"\u2014\u2014\u4ece\u5355\u4e2a\u955c\u5934\u751f\u6210\u5176\u4ed6\u89d2\u5ea6\u7684\u753b\u9762，\u8fd9\u5728\u4f20\u7edf\u6d41\u7a0b\u4e2d\u9700\u8981\u591a\u673a\u4f4d\u62cd\u6444\u6216\u6602\u8d35\u7684VFX\u91cd\u5efa\u3002<\/p>\n

Aleph\u76ee\u524d\u9762\u5411Runway\u4ed8\u8d39\u7528\u6237\u5f00\u653e\u3002\u5b83\u7684\u51fa\u73b0\u610f\u5473\u7740AI\u89c6\u9891\u5de5\u5177\u5f00\u59cb\u8986\u76d6"\u5df2\u6709\u7d20\u6750\u7684\u540e\u671f\u4fee\u6539"\u8fd9\u4e2a\u6bd4"\u4ece\u96f6\u751f\u6210"\u66f4\u5e38\u89c1\u7684\u771f\u5b9e\u9700\u6c42\u3002<\/p>\n

\u4e24\u6761\u8def\u7ebf，\u540c\u4e00\u4e2a\u76f2\u533a<\/h3>\n

Wan2.2\u548cAleph\u4ee3\u8868\u4e86AI\u89c6\u9891\u751f\u6210\u9886\u57df\u4e24\u4e2a\u622a\u7136\u4e0d\u540c\u7684\u6280\u672f\u65b9\u5411：\u4e00\u4e2a\u8ffd\u6c42"\u65e0\u4e2d\u751f\u6709"\u7684\u751f\u6210\u8d28\u91cf，\u4e00\u4e2a\u8ffd\u6c42"\u9526\u4e0a\u6dfb\u82b1"\u7684\u7f16\u8f91\u80fd\u529b\u3002\u4f46\u5982\u679c\u4f60\u628a\u89c6\u89d2\u62c9\u9ad8，\u4f1a\u53d1\u73b0\u5b83\u4eec\u90fd\u805a\u7126\u4e8e\u540c\u4e00\u4e2a\u5c42\u9762\u2014\u2014\u89c6\u89c9\u753b\u9762\u3002<\/p>\n

Wan2.2\u80fd\u628a\u5fae\u8868\u60c5\u505a\u5230"\u5634\u5507\u98a4\u6296"\u7684\u7cbe\u5ea6，\u4f46\u8fd9\u4e2a\u5634\u5507\u7684\u98a4\u6296\u5e76\u4e0d\u5bf9\u5e94\u4efb\u4f55\u8bed\u97f3\u6ce2\u5f62\u3002Aleph\u80fd\u4ece\u5355\u4e2a\u955c\u5934\u751f\u6210\u65b0\u673a\u4f4d，\u4f46\u65b0\u673a\u4f4d\u91cc\u7684\u4eba\u7269\u5e76\u4e0d\u4f1a"\u8bf4\u51fa"\u65b0\u53f0\u8bcd\u3002\u4e24\u4e2a\u6a21\u578b\u90fd\u5728"\u770b"\u7684\u7ef4\u5ea6\u4e0a\u4e0d\u65ad\u7a81\u7834，\u5374\u5728"\u542c"\u548c"\u8bf4"\u7684\u7ef4\u5ea6\u4e0a\u7559\u767d\u3002<\/p>\n

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"\u8054\u5408\u751f\u6210"：\u4e0b\u4e00\u4ee3\u89c6\u9891\u6a21\u578b\u7684\u6280\u672f\u62d0\u70b9<\/h3>\n

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\u4ece\u4ea7\u4e1a\u903b\u8f91\u6765\u770b，\u8fd9\u4e2a\u65b9\u5411\u7684\u63a2\u7d22\u6b63\u5728\u52a0\u901f\u3002\u4e00\u65b9\u9762，\u5f00\u6e90\u6a21\u578b（\u5982Wan2.2）\u628a\u753b\u9762\u751f\u6210\u7684\u95e8\u69db\u5927\u5e45\u62c9\u4f4e，5B\u6a21\u578b\u751a\u81f3\u80fd\u5728\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u8dd1，\u8fd9\u610f\u5473\u7740"\u753b\u9762"\u672c\u8eab\u7684\u5dee\u5f02\u5316\u7a7a\u95f4\u5728\u7f29\u5c0f\u3002\u53e6\u4e00\u65b9\u9762，Runway Aleph\u8bc1\u660e\u4e86"\u7f16\u8f91"\u8fd9\u4e2a\u88ab\u5ffd\u89c6\u7684\u573a\u666f\u6709\u5de8\u5927\u9700\u6c42\u3002\u5f53\u753b\u9762\u751f\u6210\u548c\u7f16\u8f91\u90fd\u65e5\u8d8b\u6210\u719f\u540e，\u4e0b\u4e00\u4e2a\u7ade\u4e89\u7ef4\u5ea6\u81ea\u7136\u4f1a\u8f6c\u5411"\u8868\u6f14\u7ea7\u751f\u6210"\u2014\u2014\u4e0d\u53ea\u662f\u753b\u9762\u597d\u770b，\u8fd8\u8981\u58f0\u97f3\u3001\u8868\u60c5\u3001\u53e3\u578b\u4e09\u8005\u6d51\u7136\u4e00\u4f53\u3002<\/p>\n

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\u7ed3\u8bed：\u753b\u9762\u5df2\u81f3，\u8868\u6f14\u672a\u6ee1<\/h3>\n

Wan2.2\u7684\u5f00\u6e90\u548cAleph\u7684\u53d1\u5e03，\u662fAI\u89c6\u9891\u8d5b\u9053\u7684\u91cd\u8981\u8282\u70b9\u3002\u524d\u8005\u7528MoE\u67b6\u6784\u628a\u751f\u6210\u6548\u7387\u63a8\u5411\u65b0\u9ad8\u5ea6，\u540e\u8005\u7528\u4e0a\u4e0b\u6587\u7f16\u8f91\u6253\u5f00\u4e86\u5168\u65b0\u7684\u5e94\u7528\u573a\u666f\u3002\u5b83\u4eec\u5171\u540c\u628a"\u753b\u9762"\u8fd9\u4e2a\u7ef4\u5ea6\u63a8\u5411\u4e86\u65b0\u7684\u6210\u719f\u5ea6\u3002<\/p>\n

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