{"id":756417,"date":"2026-03-27T14:58:32","date_gmt":"2026-03-27T06:58:32","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=756417"},"modified":"2026-03-27T14:58:32","modified_gmt":"2026-03-27T06:58:32","slug":"%e7%be%8e%e5%9b%a2%e5%8f%91%e5%b8%83%e5%bc%80%e6%ba%90%e5%8e%9f%e7%94%9f%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b-longcat-next","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=756417","title":{"rendered":"\u7f8e\u56e2\u53d1\u5e03\u5f00\u6e90\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578b LongCat-Next"},"content":{"rendered":"

IT\u4e4b\u5bb6 3 \u6708 27 \u65e5\u6d88\u606f\uff0c\u7f8e\u56e2\u4eca\u65e5\u53d1\u5e03\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578b LongCat-Next<\/strong>\uff0c\u5c06\u56fe\u50cf\u3001\u8bed\u97f3\u4e0e\u6587\u672c\u7edf\u4e00\u6620\u5c04\u4e3a\u540c\u6e90\u7684\u79bb\u6563 Token\uff0c\u4f7f\u6a21\u578b\u4ece\u5b66\u4e60\u8fde\u7eed\u7a7a\u95f4\u7684\u6620\u5c04\uff0c\u8f6c\u5411\u5b66\u4e60\u79bb\u6563 ID \u4e4b\u95f4\u7684\u5173\u7cfb\u7ed3\u6784\uff0c\u5e76\u901a\u8fc7\u7eaf\u7cb9\u7684\u4e0b\u4e00\u4e2a Token \u9884\u6d4b\uff08Next Token Prediction, NTP\uff09\u8303\u5f0f\uff0c\u4ee5\u4e00\u79cd\u7edf\u4e00\u7684\u65b9\u5f0f\u5efa\u6a21\u5404\u79cd\u7269\u7406\u4fe1\u53f7\u3002<\/p>\n

\"\u7f8e\u56e2\u53d1\u5e03\u5f00\u6e90\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578b<\/p>\n

\u7f8e\u56e2\u8fd8\u5ba3\u5e03\u628a\u7814\u7a76\u601d\u8def\u7684\u6838\u5fc3 \u2014\u2014 LongCat-Next \u6a21\u578b\u548c\u5b83\u7684\u79bb\u6563\u5206\u8bcd\u5668\u5168\u90e8\u5f00\u6e90<\/strong>\uff0c\u5e0c\u671b\u66f4\u591a\u5f00\u53d1\u8005\u80fd\u57fa\u4e8e\u5b83\uff0c\u6784\u5efa\u771f\u6b63\u80fd\u611f\u77e5\u3001\u7406\u89e3\u5e76\u4f5c\u7528\u4e8e\u771f\u5b9e\u4e16\u754c\u7684 AI\u3002<\/p>\n

\u7f8e\u56e2\u6784\u5efa\u4e86 DiNA\uff08Discrete Native Autoregressive\uff09\u79bb\u6563\u539f\u751f\u81ea\u56de\u5f52\u67b6\u6784\u3002\u5176\u6838\u5fc3\u5c31\u662f\u5c06\u6240\u6709\u6a21\u6001\u7edf\u4e00\u4e3a\u79bb\u6563 Token\uff0c\u5e76\u7528\u540c\u4e00\u4e2a\u81ea\u56de\u5f52\u6a21\u578b\u8fdb\u884c\u5efa\u6a21\u3002DiNA \u6253\u7834\u4e86\u6a21\u6001\u95f4\u7684\u9694\u9602\u3002\u5b83\u901a\u8fc7\u6781\u7b80\u7684\u4e0b\u4e00 Token \u9884\u6d4b\uff08NTP\uff09\u8303\u5f0f\uff0c\u5c06\u56fe\u50cf\u3001\u58f0\u97f3\u548c\u6587\u5b57\u7edf\u4e00\u8f6c\u5316\u4e3a\u540c\u6e90\u7684\u79bb\u6563 Token\u3002<\/p>\n

\u7b80\u5355\u800c\u8a00\uff0c\u7f8e\u56e2\u628a\u6587\u5b57\u3001\u56fe\u50cf\u3001\u8bed\u97f3\u90fd\u53d8\u6210\u540c\u4e00\u79cd\u4e1c\u897f \u2014\u2014 \u79bb\u6563 Token\u3002\u65e0\u8bba\u8bfb\u6587\u5b57\u3001\u770b\u56fe\u7247\u8fd8\u662f\u542c\u58f0\u97f3\uff0c\u5bf9 AI \u6765\u8bf4\u90fd\u662f\u540c\u4e00\u4ef6\u4e8b\uff1a\u9884\u6d4b\u4e0b\u4e00\u4e2a Token \u662f\u4ec0\u4e48<\/strong>\u3002<\/p>\n

\u8fd9\u79cd\u7edf\u4e00\u8bbe\u8ba1\uff0c\u8ba9\u6a21\u578b\u5728\u8bad\u7ec3\u65f6\u66f4\u7a33\u5b9a\uff0c\u90e8\u7f72\u65f6\u66f4\u8f7b\u91cf\u3002\u7f8e\u56e2\u7528 LongCat-Flash-Lite MoE\uff0868.5B \u603b\u53c2\u6570\uff0c3B \u6fc0\u6d3b\u53c2\u6570\uff09\u4f5c\u4e3a\u57fa\u5ea7\uff0c\u5728\u8fd9\u4e2a\u6846\u67b6\u57fa\u7840\u4e0a\u8bad\u7ec3\u4e86 LongCat-Next\u3002<\/p>\n

\u5b9e\u9a8c\u8868\u660e\uff0cDiNA \u7684 MoE \u8def\u7531\u5728\u8bad\u7ec3\u4e2d\u9010\u6e10\u51fa\u73b0\u6a21\u6001\u4e13\u7cbe\u5316\uff0c\u6fc0\u6d3b\u4e13\u5bb6\u6570\u91cf\u76f8\u6bd4\u7eaf\u8bed\u8a00\u8bbe\u7f6e\u6709\u6240\u589e\u52a0\uff0c\u6a21\u578b\u6b63\u5728\u7528\u66f4\u5927\u5bb9\u91cf\u652f\u6491\u80fd\u529b\u6269\u5c55\u3002<\/p>\n

\"\u7f8e\u56e2\u53d1\u5e03\u5f00\u6e90\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578b<\/p>\n

\u25b2 LongCat-Next \u67b6\u6784\u6982\u89c8\uff0c\u8be5\u67b6\u6784\u57fa\u4e8e DiNA \u8303\u5f0f\u8bbe\u8ba1<\/p>\n

\u6839\u636e\u7f8e\u56e2\u5b98\u65b9\u6d4b\u8bd5\uff0cLongCat-Next \u5728\u89c6\u89c9\u7406\u89e3\u3001\u56fe\u50cf\u751f\u6210\u3001\u97f3\u9891\u3001\u667a\u80fd\u4f53\u7b49\u591a\u4e2a\u7ef4\u5ea6\u4e0a\uff0c\u4ee5\u4e00\u5957\u79bb\u6563\u539f\u751f\u6846\u67b6\u5c55\u73b0\u51fa\u4e0e\u591a\u6a21\u4e13\u7528\u6a21\u578b\u76f8\u5f53\u751a\u81f3\u9886\u5148\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n

LongCat-Next \u5728 OmniDocBench\uff08\u5b66\u672f\u8bba\u6587\u3001\u8d22\u62a5\u3001\u884c\u653f\u8868\u683c\uff09\u4e0a\u7684\u8868\u73b0\uff080.152 \/ 0.226\uff09\u4e0d\u4ec5\u8d85\u8d8a Qwen3-Omni\uff0c\u8fd8\u8d85\u8fc7\u4e86\u4e13\u7528\u89c6\u89c9\u6a21\u578b Qwen3-VL<\/strong>\u3002<\/p>\n

\u6d88\u878d\u5b9e\u9a8c\u5bf9\u6bd4\u4e2d\uff0cLongCat-Next \u7edf\u4e00\u6a21\u578b\u7684\u7406\u89e3\u635f\u5931\u4ec5\u6bd4\u7eaf\u7406\u89e3\u6a21\u578b\u9ad8 0.006\uff0c\u800c\u751f\u6210\u635f\u5931\u6bd4\u7eaf\u751f\u6210\u6a21\u578b\u4f4e 0.02\u3002\u5728\u56fe\u50cf\u751f\u6210\u4e0a\uff0cLongCat-Next \u5728 LongText-Bench\uff08\u82f1\u6587 93.15\uff09\uff1b\u5728\u56fe\u50cf\u7406\u89e3\u4e0a\uff0cMathVista\uff0883.1\uff09\u8fbe\u5230\u9886\u5148\u6c34\u5e73\u3002<\/p>\n

\u5728\u7eaf\u6587\u672c\u4efb\u52a1\u4e0a\uff0cLongCat-Next \u7684 MMLU-Pro\uff0877.02\uff09\u548c C-Eval\uff0886.80\uff09\u8868\u73b0\u9886\u5148\uff0c\u8bc1\u660e\u539f\u751f\u591a\u6a21\u6001\u8bad\u7ec3\u672a\u524a\u5f31\u8bed\u8a00\u6838\u5fc3\u80fd\u529b\u3002\u5728\u5de5\u5177\u8c03\u7528\u4e0a\uff0c\u03c4²-Bench \u96f6\u552e\u573a\u666f\uff0873.68\uff09\u5927\u5e45\u9886\u5148 Qwen3-Next-80B-A3B-Instruct\uff0857.3\uff09\uff1b\u5728\u4ee3\u7801\u80fd\u529b\u4e0a\uff0cSWE-Bench\uff0843.0\uff09\u8d85\u8d8a\u540c\u7c7b\u6a21\u578b\u3002<\/p>\n

\u5728\u97f3\u9891\u9886\u57df\uff0cTTS \u4efb\u52a1\u4e0a\uff0cSeedTTS \u7684\u4e2d\u6587\u548c\u82f1\u6587 WER \u5206\u522b\u4f4e\u81f3 1.90 \u548c 1.89\uff1b\u97f3\u9891\u7406\u89e3\u4e0a\uff0cMMAU\uff0876.40\uff09\u3001TUT2017\uff0843.09\uff09\u5747\u8fbe\u5230\u5148\u8fdb\u6c34\u5e73\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u6a21\u578b\u652f\u6301\u4f4e\u5ef6\u8fdf\u7684\u5e76\u884c\u6587\u672c\u8bed\u97f3\u751f\u6210\u4e0e\u53ef\u5b9a\u5236\u7684\u8bed\u97f3\u514b\u9686\uff0c\u8ba9\u8bed\u97f3\u4ea4\u4e92\u66f4\u81ea\u7136\u3001\u66f4\u4e2a\u6027\u5316\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

IT\u4e4b\u5bb6 3 \u6708 27 \u65e5\u6d88\u606f\uff0c\u7f8e\u56e2\u4eca\u65e5\u53d1\u5e03\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578b LongCat-Next\uff0c\u5c06\u56fe\u50cf\u3001\u8bed\u97f3\u4e0e\u6587\u672c\u7edf\u4e00 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[],"views":22,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/756417"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=756417"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/756417\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=756417"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=756417"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=756417"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}