{"id":74810,"date":"2026-02-10T17:41:45","date_gmt":"2026-02-10T09:41:45","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/74810.html"},"modified":"2026-02-10T17:41:45","modified_gmt":"2026-02-10T09:41:45","slug":"%e7%94%9f%e6%88%90%e5%bc%8f%e7%a7%91%e5%ad%a6%e6%99%ba%e8%83%bd%e7%9a%84%e6%96%b0%e6%a0%87%e6%9d%86%ef%bc%9aintellifold-2%e6%96%b0%e8%bf%91%e5%8f%91%e5%b8%83%e5%b9%b6%e5%bc%80%e6%ba%90%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/74810.html","title":{"rendered":"\u751f\u6210\u5f0f\u79d1\u5b66\u667a\u80fd\u7684\u65b0\u6807\u6746\uff1aIntelliFold 2\u65b0\u8fd1\u53d1\u5e03\u5e76\u5f00\u6e90\uff0c\u4e3b\u8981\u6307\u6807\u5b9e\u73b0\u5168\u9762\u9886\u5148"},"content":{"rendered":"<p>IntelliGen AI \u4e8e\u672c\u5468\u672b\u6b63\u5f0f\u53d1\u5e03\u4e86 IntelliFold 2&#xff0c;\u8fd9\u662f\u7ee7 2025 \u5e74 7 \u6708 IntelliFold \u9996\u7248\u53d1\u5e03\u540e\u7684\u4e00\u6b21\u91cd\u5927\u5347\u7ea7 \u3002<\/p>\n<p>\u5728\u00a0GenAI\u00a0\u5e26\u52a8\u7684 \u201c\u751f\u6210\u5f0f\u79d1\u5b66\u667a\u80fd&#xff08;Generative Science&#xff09;\u201d \u7684\u65b0\u6d6a\u6f6e\u4e2d&#xff0c;\u751f\u7269\u57fa\u77f3\u6a21\u578b\u59cb\u7ec8\u662f\u5e7f\u53d7\u5173\u6ce8\u7684\u70ed\u95e8\u9886\u57df&#xff1b;\u81ea\u7136\u754c\u7684\u751f\u547d\u8bed\u8a00&#xff08;\u5e8f\u5217\u3001\u7ed3\u6784&#xff09;\u4e0e\u4eba\u7c7b\u7b26\u53f7\u8bed\u8a00\u5448\u73b0\u7c7b\u4f3c\u7684\u5e8f\u5217\u5316\u7279\u5f81&#xff0c;\u4f46\u5176\u80cc\u540e\u8574\u542b\u4e25\u82db\u7684\u7269\u7406\u7ea6\u675f\u4e0e\u751f\u7269\u6f14\u5316\u903b\u8f91&#xff0c;\u957f\u671f\u4ee5\u6765\u96be\u4e3a\u4eba\u7c7b\u5b8c\u5168\u7834\u89e3&#xff0c;\u540c\u65f6\u56e0\u5176\u5bf9\u4e8e\u4eba\u7c7b\u751f\u4ea7\u3001\u751f\u6d3b\u7684\u5173\u952e\u91cd\u8981\u4f5c\u7528&#xff0c;\u4f7f\u751f\u7269\u57fa\u77f3\u6a21\u578b\u6210\u4e3a\u9886\u57df\u5185\u5e7f\u53d7\u5173\u6ce8\u7684 \u201c\u7687\u51a0\u4e0a\u7684\u660e\u73e0\u201d\u3002<\/p>\n<p>\u751f\u7269\u57fa\u77f3\u6a21\u578b\u7684\u5173\u952e\u4ef7\u503c&#xff0c;\u5728\u4e8e\u5176\u80fd\u4ece\u6d77\u91cf\u4fe1\u606f\u4e2d\u501f\u52a9 Transformer \u7b49 GenAI \u67b6\u6784\u5145\u5206\u6253\u5f00\u9690\u7a7a\u95f4&#xff0c;\u6316\u6398\u51fa\u4eba\u7c7b\u96be\u4ee5\u611f\u77e5\u5f52\u7eb3\u5374\u53c8\u5927\u6709\u6240\u7528\u7684 \u201c\u751f\u547d\u8bed\u6cd5\u201d&#xff1b;DeepMind \u65d7\u4e0b\u7684 AlphaFold \u7cfb\u5217\u7814\u7a76\u65e0\u7591\u662f\u5176\u4e2d\u9887\u5177\u5f00\u521b\u6027\u7684\u91cd\u5927\u7a81\u7834\u3002<\/p>\n<p>\u53ca\u81f3 AlphaFold 3 \u53d1\u5e03\u540e&#xff0c;\u5176\u73b0\u8c61\u7ea7\u7684\u7a81\u7834\u6027\u8fdb\u5c55\u4e0e\u5de8\u5927\u4ea7\u4e1a\u6f5c\u529b\u6709\u76ee\u5171\u7779&#xff0c;\u6210\u4e3a\u6beb\u65e0\u4e89\u8bae\u7684\u884c\u4e1a\u5178\u8303\u3002\u968f\u540e&#xff0c;\u56f4\u7ed5\u7ed3\u6784\u9884\u6d4b\u53ca\u4e0e\u4e4b\u5bc6\u5207\u5173\u8054\u7684\u4ece\u5934\u8bbe\u8ba1\u5e94\u7528&#xff0c;\u5168\u7403\u76f8\u7ee7\u6d8c\u73b0\u51fa\u4e00\u6279\u4ee5 GenAI \u5927\u6a21\u578b\u5bfb\u6c42\u7a81\u7834\u7684\u4ee3\u8868\u6027\u6210\u679c&#xff08;Chai Discovery\u3001Boltz\u3001OpenFold\u00a0\u7b49&#xff09;&#xff0c;\u660e\u661f\u56e2\u961f\u3001\u5927\u989d\u878d\u8d44\u53ca\u81f3\u5927\u5382\u5e76\u8d2d&#xff08;Evolutionary Scale&#xff09;\u7b49\u79ef\u6781\u6d88\u606f\u6b64\u8d77\u5f7c\u4f0f&#xff0c;\u5e02\u573a\u70ed\u5ea6\u6301\u7eed\u4e0a\u6da8&#xff1b;\u4f46\u53ca\u81f3 2025 \u5e74\u5e95&#xff0c;\u4ecd\u9c9c\u6709\u65b0\u53d1\u6a21\u578b\u771f\u6b63\u505a\u5230\u4e0e AlphaFold 3 \u5339\u654c&#xff3b;1&#xff3d;\u3002\u4e0e\u6b64\u540c\u65f6&#xff0c;\u53d7\u9650\u4e8e\u5f00\u6e90\u7a0b\u5ea6\u3001\u6548\u80fd\u4e0a\u9650\u3001\u90e8\u7f72\u4fbf\u5229\u6027\u7b49&#xff0c;\u751f\u7269\u57fa\u77f3\u6a21\u578b\u7684\u8fdb\u4e00\u6b65\u666e\u53ca\u5e94\u7528\u4ecd\u9762\u4e34\u9ad8\u6027\u80fd\u3001\u9ad8\u53ef\u7528\u7684\u9700\u6c42\u7aef\u771f\u5b9e\u8003\u9a8c\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"396\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260210094141-698afd55ef8c5.png\" width=\"1080\" \/><\/p>\n<p>\u5728\u751f\u7269\u57fa\u77f3\u6a21\u578b\u7684\u5168\u7403\u6fc0\u70c8\u7ade\u9010\u4e2d&#xff0c;IntelliGen AI \u4e8e\u672c\u5468\u672b\u6b63\u5f0f\u53d1\u5e03\u4e86\u00a0IntelliFold 2&#xff0c;\u8fd9\u662f\u7ee7 2025 \u5e74 7 \u6708 IntelliFold \u9996\u7248\u53d1\u5e03\u540e\u7684\u4e00\u6b21\u91cd\u5927\u5347\u7ea7 [2]\u3002<\/p>\n<p>\u901a\u8fc7\u4ece\u00a0GenAI\u00a0\u5185\u5728\u903b\u8f91\u51fa\u53d1\u7684\u8bf8\u591a\u521b\u9020\u6027\u601d\u8003\u4e0e\u91cd\u65b0\u8bbe\u8ba1&#xff0c;\u4ee5\u53ca\u8bf8\u591a\u5de5\u7a0b\u5316\u6a21\u5757\u7684\u7a81\u7834\u6027\u521b\u65b0&#xff0c;IntelliFold 2 \u6210\u529f\u5b9e\u73b0\u4e86\u9ad8\u6548\u80fd\u4e0e\u591a\u529f\u80fd\u7684\u5168\u9762\u7a81\u7834&#xff0c;\u5728 FoldBench \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7ed9\u51fa\u4e86\u8d85\u8d8a AlphaFold 3 \u4e3b\u8981\u6307\u6807\u7684\u4f18\u79c0\u8868\u73b0&#xff1b;\u5728\u6297\u4f53 &#8211; \u6297\u539f\u76f8\u4e92\u4f5c\u7528\u3001\u86cb\u767d &#8211; \u914d\u4f53\u5171\u6298\u53e0\u7b49\u5f71\u54cd\u836f\u7269\u7814\u53d1\u6210\u8d25\u7684\u5173\u952e\u4efb\u52a1\u4e0a&#xff0c;IntelliFold 2 \u4e5f\u6811\u7acb\u4e86\u5168\u65b0\u7684\u884c\u4e1a\u6027\u80fd\u6807\u6746&#xff0c;\u4e3a\u667a\u80fd\u836f\u7269\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u53ef\u63a7\u3001\u9ad8\u7cbe\u5ea6\u7684\u5de5\u4e1a\u7ea7\u5f15\u64ce\u3002<\/p>\n<p>\u514d\u8d39\u8bd5\u7528\u5730\u5740&#xff1a;https:\/\/server.intfold.com\/<\/p>\n<h4>\u6838\u5fc3\u7a81\u7834&#xff1a;\u5728\u5173\u952e\u6027\u80fd\u6307\u6807\u4e0a\u5168\u9762\u8d85\u8d8a AlphaFold 3<\/h4>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"426\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260210094142-698afd5638f5a.png\" width=\"1080\" \/><\/p>\n<p>\u5728\u751f\u547d\u79d1\u5b66\u9886\u57df&#xff0c;\u590d\u5408\u7269\u5171\u6298\u53e0&#xff08;Co-folding&#xff09;\u9884\u6d4b\u4e00\u76f4\u662f\u6838\u5fc3\u6311\u6218\u3002IntelliFold 2 \u5728\u4e24\u4e2a\u5173\u952e\u4efb\u52a1\u4e2d\u53d6\u5f97\u663e\u8457\u8fdb\u6b65&#xff0c;\u8d85\u8d8a AlphaFold 3\u3001Chai\u3001Boltz \u7b49\u4e3b\u6d41\u6a21\u578b&#xff1a;<\/p>\n<ul>\n<li>\u6297\u4f53 &#8211; \u6297\u539f\u76f8\u4e92\u4f5c\u7528&#xff1a;\u4ee5 DockQ &gt; 0.23 \u4e3a\u6210\u529f\u6807\u51c6&#xff0c;IntelliFold 2-Pro \u8fbe\u5230 58.2% \u7684\u6210\u529f\u7387&#xff08;\u62a5\u544a\u7684 v2 \u6a21\u578b\u7ed3\u679c\u4e3a 5 \u6b21\u8fd0\u884c\u7684\u5e73\u5747\u503c&#xff0c;\u6700\u9ad8\u5206\u6570\u8fbe 63%&#xff09;&#xff0c;\u76f8\u8f83 AlphaFold 3 \u7684 47.9% \u5c55\u73b0\u51fa\u663e\u8457\u7684\u6027\u80fd\u8fdb\u6b65\u3002\u8fd9\u4e00\u903e\u00a010 \u4e2a\u767e\u5206\u70b9\u7684\u63d0\u5347&#xff0c;\u610f\u5473\u7740\u5728\u6297\u4f53\u7b5b\u9009\u9636\u6bb5&#xff0c;\u6a21\u578b\u80fd\u591f\u66f4\u7a33\u5065\u5730\u8fc8\u8fc7\u53ef\u7528\u6027\u95e8\u69db&#xff0c;\u8fdb\u800c\u51cf\u5c11\u6e7f\u5b9e\u9a8c\u8bd5\u9519\u6210\u672c&#xff0c;\u7cbe\u51c6\u9501\u5b9a\u9ad8\u6f5c\u529b\u5019\u8865\u5206\u5b50\u3002<\/li>\n<li>\u86cb\u767d\u8d28 &#8211; \u914d\u4f53\u5171\u6298\u53e0&#xff1a;\u5728\u8be5\u4efb\u52a1\u4e2d&#xff0c;IntelliFold 2-Pro \u540c\u6837\u4ee5\u00a067.7%\u00a0\u7684\u6210\u529f\u7387\u51fb\u8d25 AlphaFold 3&#xff08;64.9%&#xff09;\u53ca Boltz \u7b49\u5176\u4ed6\u4e3b\u6d41\u6a21\u578b \u3002\u8fd9\u4e00\u7cbe\u5ea6\u7684\u7a33\u6b65\u63d0\u5347\u5bf9\u4e8e\u57fa\u4e8e\u7ed3\u6784\u7684\u5c0f\u5206\u5b50\u836f\u7269\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981&#xff0c;\u4e0d\u4ec5\u6709\u52a9\u4e8e\u63d0\u9ad8\u865a\u62df\u7b5b\u9009\u7684\u547d\u4e2d\u7387&#xff0c;\u4e5f\u4e3a\u540e\u7eed\u4eb2\u548c\u529b\u9884\u6d4b\u3001\u522b\u6784\u9776\u70b9\u6355\u6349\u7b49\u5177\u4f53\u4efb\u52a1\u6253\u4e0b\u4e86\u575a\u5b9e\u57fa\u7840\u3002<\/li>\n<\/ul>\n<p>IntelliFold 2 \u7684\u53d1\u5e03&#xff0c;\u901a\u8fc7\u00a0v2-Flash\u3001v2\u00a0\u548c\u00a0v2-Pro\u00a0\u4e09\u4e2a\u7248\u672c&#xff0c;\u7cbe\u51c6\u8986\u76d6\u4e86\u4ece\u5b66\u672f\u5fae\u8c03\u5230\u5de5\u4e1a\u843d\u5730\u7684\u591a\u5143\u9700\u6c42\u3002\u76ee\u524d\u5df2\u6b63\u5f0f\u5f00\u6e90\u00a0v2-Flash\u00a0\u4e0e\u00a0v2\u00a0\u4e24\u4e2a\u7248\u672c\u3002\u5176\u4e2d&#xff0c;v2 \u7248\u672c\u4f5c\u4e3a\u76ee\u524d\u7cbe\u5ea6\u6700\u9ad8\u7684\u5f00\u6e90\u6a21\u578b\u4e4b\u4e00&#xff0c;\u5c06\u4e3a\u5168\u7403\u79d1\u7814\u4eba\u5458\u63d0\u4f9b\u6027\u80fd\u5353\u8d8a\u7684\u7ed3\u6784\u9884\u6d4b\u5e95\u5ea7&#xff0c;\u5927\u5e45\u964d\u4f4e\u9ad8\u6027\u80fd\u751f\u7269\u8ba1\u7b97\u7684\u95e8\u69db \u3002<\/p>\n<h4>\u201c\u667a\u80fd\u201d \u4e3a\u5f84&#xff0c;\u5f00\u542f\u8303\u5f0f\u8fed\u4ee3&#xff1a;\u56db\u5927\u521b\u65b0\u91cd\u5851\u65b0\u4e00\u4ee3\u57fa\u5ea7<\/h4>\n<p>IntelliFold 2 \u7684\u6838\u5fc3\u7a81\u7834&#xff0c;\u6e90\u4e8e\u5bf9 \u201c\u4fe1\u606f\u8868\u5f81\u80fd\u529b\u201d \u548c \u201c\u786c\u4ef6\u8ba1\u7b97\u7279\u6027\u201d \u7684\u91cd\u65b0\u601d\u8003\u3002\u9488\u5bf9\u5171\u6298\u53e0&#xff08;Co-folding&#xff09;\u8fd9\u4e00\u9887\u5177\u6311\u6218\u6027\u7684\u6838\u5fc3\u4efb\u52a1&#xff0c;\u56e2\u961f\u5e76\u672a\u56e0\u5faa\u4f20\u7edf\u7684 \u201c\u5f3a\u6570\u636e\u5806\u780c\u201d \u6216\u5355\u4e00\u7684 \u201c\u4e13\u5bb6\u7ecf\u9a8c\u6ce8\u5165\u201d \u8def\u5f84&#xff0c;\u800c\u662f\u5bfb\u6c42\u751f\u547d\u5206\u5b50\u5fae\u89c2\u4ea4\u4e92\u89c4\u5f8b\u4e0e AI \u8ba1\u7b97\u8303\u5f0f\u7684\u6df1\u5ea6\u878d\u5408&#xff0c;\u4ee5\u66f4\u597d\u7684\u5b9e\u73b0 \u201c\u5e95\u5c42\u6a21\u578b\u667a\u80fd\u201d \u5bf9 \u201c\u4e0b\u6e38\u4efb\u52a1\u667a\u80fd\u201d \u7684\u8d4b\u80fd\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"986\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260210094142-698afd566dfa1.png\" width=\"1080\" \/><\/p>\n<ul>\n<li>Scaling Law \u5728\u751f\u7269\u8ba1\u7b97\u7684\u9a8c\u8bc1&#xff1a;\u901a\u8fc7 Latent Space Scaling \u6280\u672f&#xff0c;\u56e2\u961f\u6269\u5c55\u4e86 PairFormer \u6a21\u5757\u7684\u7279\u5f81\u7ef4\u5ea6&#xff0c;\u4e0d\u4ec5\u589e\u5f3a\u4e86\u6a21\u578b\u5bf9\u590d\u6742\u751f\u7269\u5927\u5206\u5b50\u76f8\u4e92\u4f5c\u7528\u7684\u8868\u5f81\u80fd\u529b&#xff0c;\u66f4\u5927\u5e45\u4f18\u5316\u4e86\u8ba1\u7b97\u6548\u7387&#xff0c;\u5c06 GPU \u7684\u8ba1\u7b97\u5229\u7528\u7387&#xff08;MFU&#xff09;\u4ece 5% \u63d0\u5347\u81f3 \u00a030%\u3002\u8fd9\u79cd\u7b97\u529b\u6295\u5165\u5e26\u6765\u4e86\u8f83\u9ad8\u7684\u8fb9\u9645\u6548\u76ca&#xff0c;\u4ee5\u53ef\u63a5\u53d7\u7684\u65f6\u95f4\u6210\u672c&#xff0c;\u6362\u53d6\u4e86\u5bf9\u590d\u6742\u7ed3\u6784\u8868\u5f81\u80fd\u529b\u7684\u663e\u8457\u63d0\u5347\u3002<\/li>\n<li>\u539f\u5b50\u7ea7\u522b\u7684\u7cbe\u7ec6\u611f\u77e5&#xff1a;\u9488\u5bf9\u6297\u4f53 CDR \u533a\u57df\u7b49\u67d4\u6027\u3001\u6613\u53d8\u7684\u7ed3\u6784&#xff0c;\u4f20\u7edf\u7c97\u7c92\u5ea6\u5efa\u6a21\u65b9\u6cd5\u5f80\u5f80\u96be\u4ee5\u7cbe\u786e\u5efa\u6a21\u3002IntelliFold 2 \u5f15\u5165\u4e86\u968f\u673a\u539f\u5b50\u7ea7 Tokenization&#xff0c;\u8ba9\u6a21\u578b\u5728\u8bad\u7ec3\u4e2d\u5b66\u4f1a\u6355\u6349\u7ec6\u7c92\u5ea6\u7684\u539f\u5b50\u63a5\u89e6\u6a21\u5f0f\u3002\u8fd9\u79cd \u201c\u663e\u5fae\u955c\u201d \u7ea7\u522b\u7684\u611f\u77e5\u529b&#xff0c;\u5f25\u8865\u4e86\u5b8f\u89c2\u8868\u5f81\u5728\u5c40\u90e8\u7ec6\u8282\u4e0a\u7684\u7f3a\u5931&#xff0c;\u6210\u4e3a\u5176\u5728\u6297\u4f53\u9884\u6d4b\u4efb\u52a1\u4e2d\u9886\u5148\u7684\u5173\u952e\u3002<\/li>\n<li>\u5f3a\u5316\u5b66\u4e60\u5f15\u5bfc\u7684\u91c7\u6837\u4f18\u5316&#xff1a;\u4e3a\u4e86\u89e3\u51b3\u6269\u6563\u6a21\u578b\u91c7\u6837\u5728\u7ed3\u6784\u9884\u6d4b\u4efb\u52a1\u4e2d\u7684\u4e0d\u7a33\u5b9a\u6027&#xff0c;\u56e2\u961f\u5f15\u5165\u57fa\u4e8e PPO \u7b97\u6cd5\u7684\u5f3a\u5316\u5b66\u4e60\u8fdb\u4e00\u6b65\u4f18\u5316\u6269\u6563\u6a21\u578b\u3002\u901a\u8fc7\u5c06\u6269\u6563\u8fc7\u7a0b\u5efa\u6a21\u4e3a\u968f\u673a\u7b56\u7565\u5e76\u8fdb\u884c\u5fae\u8c03&#xff0c;IntelliFold 2 \u6709\u6548\u6821\u6b63\u4e86\u91c7\u6837\u8f68\u8ff9\u7684\u504f\u79fb&#xff0c;\u51cf\u5c11\u4e86\u4e0d\u51c6\u786e\u7ed3\u6784\u7684\u751f\u6210&#xff0c;\u4e3a\u5b9e\u9645\u5e94\u7528\u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u5de5\u4e1a\u7ea7\u9884\u6d4b\u7ed3\u679c\u3002<\/li>\n<li>\u96be\u5ea6\u611f\u77e5\u7684\u635f\u5931\u51fd\u6570&#xff1a;\u9488\u5bf9\u590d\u5408\u4f53\u4e2d\u94fe\u95f4\u8ddd\u79bb\u9884\u6d4b\u7b49\u9ad8\u96be\u5ea6\u533a\u57df&#xff0c;IntelliFold 2 \u91c7\u7528\u4e86\u96be\u5ea6\u611f\u77e5\u7684\u635f\u5931\u51fd\u6570\u3002\u901a\u8fc7\u52a8\u6001\u8c03\u6574\u635f\u5931\u51fd\u6570\u6743\u91cd&#xff0c;\u5f15\u5bfc\u6a21\u578b\u4e13\u6ce8\u4e8e\u90a3\u4e9b\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u957f\u5c3e\u56f0\u96be\u533a\u57df\u3002\u8fd9\u79cd\u4f18\u5316\u6539\u5584\u4e86\u8bad\u7ec3\u6536\u655b\u7a33\u5b9a\u6027&#xff0c;\u63d0\u5347\u4e86\u6a21\u578b\u5728\u5904\u7406\u590d\u6742\u591a\u94fe\u590d\u5408\u7269\u65f6\u7684\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n<p>IntelliFold 2 \u7684\u6280\u672f\u8fed\u4ee3\u4f53\u73b0\u4e86\u751f\u6210\u5f0f\u79d1\u5b66\u7684\u7814\u53d1\u65b0\u8303\u5f0f&#xff0c;\u5b83\u65e2\u4e0d\u4f9d\u8d56\u4f20\u7edf\u4e13\u6709\u6570\u636e\u6ce8\u5165\u6216\u4e13\u5bb6\u8c03\u4f18&#xff0c;\u4e5f\u975e\u5355\u7eaf\u7684\u5bf9 Transformer block \u5806\u53e0\u63d0\u5347\u53c2\u6570\u91cf&#xff0c;\u800c\u662f\u7ed3\u5408\u5bf9\u9886\u57df\u79d1\u5b66\u548c\u6a21\u578b\u7684\u7efc\u5408\u6df1\u5165\u7406\u89e3&#xff0c;\u627e\u5230\u597d\u7684 scaling \u7684\u89d2\u5ea6&#xff0c;\u9075\u5faa\u667a\u80fd\u6d8c\u73b0\u7684\u5e95\u5c42\u903b\u8f91&#xff0c;\u6c42\u89e3\u7a33\u5b9a\u53ef\u6cdb\u5316\u7684\u6709\u6548\u6027\u80fd\u63d0\u5347&#xff1b;\u5426\u5219&#xff0c;\u5355\u7eaf\u5806\u780c\u7b97\u529b\u548c\u53c2\u6570\u91cf\u6216\u8005\u673a\u68b0\u5730\u5bf9\u8de8\u9886\u57df\u5148\u9a8c\u7ecf\u9a8c\u8fdb\u884c\u8fc1\u79fb\u653e\u5927\u4f9d\u7136\u8fbe\u4e0d\u5230\u597d\u7684\u6548\u679c\u3002<\/p>\n<h4>\u7075\u6d3b\u53ef\u7528&#xff1a;\u4ece\u53ef\u63a7\u9884\u6d4b\u5230\u5e94\u7528\u95ee\u9898\u89e3\u51b3\u7684\u9886\u5148\u5b9e\u8df5<\/h4>\n<p>IntelliFold 2 \u4e0d\u4ec5\u4ec5\u5b9e\u73b0\u4e86\u7cbe\u5ea6\u7684\u63d0\u5347&#xff0c;\u8fd8\u4f53\u73b0\u4e86\u5bf9\u4e8e\u53ef\u7528\u6027\u7684\u5f3a\u8c03&#xff1a;\u901a\u8fc7\u901a\u7528\u57fa\u7840\u6a21\u578b\u3001\u8f7b\u91cf\u9002\u914d\u5668&#xff08;LoRA&#xff09;\u4e0e\u4efb\u52a1\u5f15\u5bfc&#xff0c;\u5f62\u6210\u95ed\u73af\u63a8\u7406\u94fe\u8def&#xff0c;\u8fde\u63a5\u7ed3\u6784\u9884\u6d4b\u4e0e\u8bf8\u591a\u529f\u80fd\u53d1\u73b0\u3002\u8fd9\u8d85\u8d8a\u4e86\u4f20\u7edf\u5355\u6a21\u578b &#8211; \u5355\u4efb\u52a1\u5f00\u53d1\u903b\u8f91&#xff0c;\u4ee5\u7edf\u4e00\u57fa\u77f3\u6a21\u578b &#8211; \u591a\u4efb\u52a1\u7684\u67b6\u6784&#xff0c;\u5f00\u521b\u6027\u62d3\u5c55\u4e86\u7ed3\u6784\u6a21\u578b\u7684\u6548\u80fd\u573a\u666f\u4e0e\u4ef7\u503c\u94fe\u6761\u3002\u540c\u65f6&#xff0c;\u8fd9\u4e00\u67b6\u6784\u8bbe\u8ba1\u4e5f\u5141\u8bb8\u9886\u57df\u79d1\u5b66\u5bb6\u6ce8\u5165\u5047\u8bbe\u3001\u7ea6\u675f\u548c\u6570\u636e&#xff0c;\u4e3a\u7814\u7a76\u4eba\u5458\u8fdb\u884c\u53ef\u63a7\u3001\u7cbe\u51c6\u4e14\u5177\u6709\u9884\u89c1\u6027\u7684\u4efb\u52a1\u5f00\u53d1\u6253\u4e0b\u4e86\u521b\u65b0\u652f\u70b9\u3002\u85c9\u7531\u6b64\u6b21\u57fa\u77f3\u6a21\u578b\u66f4\u65b0&#xff0c;IntelliFold 2 \u5728\u86cb\u767d &#8211; \u914d\u4f53\u4eb2\u548c\u529b\u9884\u6d4b\u3001\u522b\u6784\u9776\u70b9\u865a\u7b5b\u7b49\u5e94\u7528\u95ee\u9898\u4e0a\u5145\u5206\u5c55\u793a\u51fa\u663e\u8457\u66f4\u4f18\u4e14\u5353\u6709\u4ef7\u503c\u7684\u884c\u4e1a\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n<h5>1. \u4eb2\u548c\u529b\u9884\u6d4b&#xff08;\u5c0f\u5206\u5b50&#xff09;<\/h5>\n<p>IntelliFold 2 \u5ef6\u7eed\u4e86\u521d\u7248\u7684\u9ad8\u4fdd\u771f\u4eb2\u548c\u529b\u9884\u6d4b\u80fd\u529b&#xff0c;\u4e0d\u4f46\u5728 PDBBind \u6570\u636e\u96c6\u6027\u80fd\u4f18\u4e8e Boltz-2 \u53ca\u6a21\u578b\u521d\u4ee3\u7248\u672c&#xff0c;\u8fd8\u5728\u66f4\u63a5\u8fd1\u4ea7\u4e1a\u771f\u5b9e\u4efb\u52a1\u7684\u590d\u6742 In-house \u6570\u636e\u96c6\u4e0a\u4eb2\u548c\u529b\u9884\u6d4b\u8868\u73b0&#xff08;Pearson r &#061; 0.60&#xff09;\u663e\u8457\u9886\u5148 Boltz-2 \u7b49\u5f00\u6e90\u6a21\u578b (0.38)\u3002\u7ed3\u5408 IntelliFold \u7279\u6709\u7684\u522b\u6784\u548c\u8868\u4f4d\u5206\u6790\u80fd\u529b&#xff0c;\u5df2\u7ecf\u5f62\u6210 \u201c\u9884\u6d4b\u7ed3\u6784\u2192\u4f30\u8ba1\u7ed3\u5408\u2192\u6307\u5bfc\u8bbe\u8ba1\u201d \u7684\u5b8c\u6574\u95ed\u73af&#xff0c;\u5e76\u5728\u771f\u5b9e\u6848\u4f8b\u4e2d\u5e2e\u52a9\u5408\u4f5c\u4f19\u4f34\u5728\u5206\u5b50\u7b5b\u9009\u4efb\u52a1\u4e0a\u5b9e\u73b0\u4e86\u6548\u7387\u4e0e\u7cbe\u5ea6\u7684\u5927\u5e45\u63d0\u5347\u4ee5\u53ca\u9ad8\u96be\u9776\u70b9\u7684\u7a81\u7834\u8fdb\u5c55\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1037\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260210094143-698afd570bcd8.png\" width=\"1006\" \/><\/p>\n<h5>2. \u52a8\u6001\u6355\u6349\u9776\u70b9&#xff08;\u522b\u6784\u6548\u5e94&#xff09;<\/h5>\n<p>\u5728\u751f\u547d\u7684\u5fae\u89c2\u4e16\u754c\u91cc&#xff0c;\u86cb\u767d\u8d28\u7684\u529f\u80fd\u5e76\u975e\u7531\u9759\u6001\u7ed3\u6784\u51b3\u5b9a&#xff0c;\u800c\u662f\u6e90\u4e8e\u5176\u5728\u590d\u6742\u80fd\u91cf\u666f\u89c2\u4e2d\u7684\u52a8\u6001\u6784\u8c61\u8c03\u63a7\u3002\u5176\u4e2d&#xff0c;\u522b\u6784\u6548\u5e94\u662f\u6700\u5177\u4ee3\u8868\u6027\u7684\u673a\u5236\u4e4b\u4e00&#xff1a;\u53ea\u9700\u5728\u86cb\u767d\u8d28\u7684\u4e00\u7aef\u8f7b\u8f7b\u62e8\u52a8 \u201c\u5f00\u5173\u201d&#xff0c;\u5c31\u80fd\u901a\u8fc7\u6784\u8c61\u7684\u8fde\u9501\u53cd\u5e94\u63a7\u5236\u53e6\u4e00\u7aef\u7684\u751f\u5316\u6d3b\u6027\u3002\u867d\u7136\u8fd9\u4e3a\u836f\u7269\u7814\u53d1\u63d0\u4f9b\u4e86\u5de8\u5927\u7684\u60f3\u8c61\u7a7a\u95f4&#xff0c;\u4f46\u7531\u4e8e\u5176\u9ad8\u5ea6\u7684\u52a8\u6001\u6027\u548c\u590d\u6742\u6027&#xff0c;\u5bfb\u627e\u6b64\u7c7b\u836f\u7269\u9776\u70b9\u5982\u540c\u5927\u6d77\u635e\u9488\u3002<\/p>\n<p>IntelliFold 2 \u6784\u5efa\u4e86\u4e00\u5957 \u201c\u5fae\u89c2\u539f\u5b50\u7cbe\u5ea6\u201d \u4e0e \u201c\u5b8f\u89c2\u6784\u8c61\u4e00\u81f4\u6027\u201d \u534f\u540c\u7684\u8868\u5f81\u4f53\u7cfb&#xff1a;\u5728\u5fae\u89c2\u5c42\u9762&#xff0c;\u5b83\u80fd\u4ee5\u539f\u5b50\u7ea7\u5206\u8fa8\u7387\u6355\u6349\u6c28\u57fa\u9178\u4fa7\u94fe\u7684\u7ec6\u5fae\u504f\u79fb&#xff1b;\u5728\u5b8f\u89c2\u5c42\u9762&#xff0c;\u5219\u80fd\u7ef4\u6301\u86cb\u767d\u8d28\u6574\u4f53\u62d3\u6251\u7ed3\u6784\u7684\u7269\u7406\u5408\u7406\u6027\u3002\u4ee5\u6b64\u901a\u7528\u8868\u5f81\u4e3a\u57fa\u77f3&#xff0c;\u901a\u8fc7\u9488\u5bf9\u6027\u5730\u5f15\u5165\u522b\u6784\u6570\u636e\u8fdb\u884c\u9ad8\u6548\u5fae\u8c03&#xff0c;\u6a21\u578b\u8fdb\u4e00\u6b65\u4e60\u5f97\u4e86\u89e3\u6790\u590d\u6742\u522b\u6784\u6548\u5e94\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"699\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260210094143-698afd57b879f.png\" width=\"1080\" \/><\/p>\n<p>\u501f\u52a9\u8fd9\u4e00\u7279\u6b8a\u673a\u5236\u7684\u5f15\u5165&#xff0c;IntelliFold 2 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