{"id":136655,"date":"2024-11-27T11:10:49","date_gmt":"2024-11-27T03:10:49","guid":{"rendered":"https:\/\/www.gznf.net\/?p=136655"},"modified":"2024-11-27T11:10:49","modified_gmt":"2024-11-27T03:10:49","slug":"klwwtgdmxobszsqdyq","status":"publish","type":"post","link":"https:\/\/www.gznf.net\/market\/136655.html","title":{"rendered":"\u6606\u4ed1\u4e07\u7ef4\u300c\u5929\u5de5\u5927\u6a21\u578b4.0\u300do1\u7248\uff08Skywork o1\uff09\u6b63\u5f0f\u542f\u52a8\u9080\u8bf7\u6d4b\u8bd5"},"content":{"rendered":"

\u4eca\u5929\uff0c\u6606\u4ed1\u4e07\u7ef4\u6b63\u5f0f\u63a8\u51fa\u5177\u6709\u590d\u6742\u601d\u8003\u63a8\u7406\u80fd\u529b\u7684\u7cfb\u5217\u6a21\u578b\u2014\u2014\u300c\u5929\u5de5\u5927\u6a21\u578b4.0\u300d o1\u7248\uff08Skywork o1\uff09\u3002<\/p>\n

\"\"<\/div>\n

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Skywork o1\u662f\u7531\u6606\u4ed1\u4e07\u7ef4\u96c6\u56e2\u53d1\u5e03\u7684\u5177\u6709\u6162\u601d\u8003\u63a8\u7406\u80fd\u529b\u7684\u7cfb\u5217\u6a21\u578b\u3002\u8fd9\u662f\u56fd\u5185\u7b2c\u4e00\u6b3e\u4e2d\u6587\u903b\u8f91\u63a8\u7406\u80fd\u529b\u7684o1\u6a21\u578b\u3002<\/strong>\u4e0d\u540c\u4e8e\u73b0\u6709\u7684\u590d\u73b0OpenAI o1\u6a21\u578b\u7684\u5de5\u4f5c\uff0cSkywork o1\u4e0d\u4ec5\u5728\u6a21\u578b\u8f93\u51fa\u4e0a\u5185\u751f\u4e86\u601d\u8003\u3001\u8ba1\u5212\u3001\u53cd\u601d\u7b49\u80fd\u529b\uff0c\u540c\u65f6\uff0c\u8be5\u5f00\u6e90\u6a21\u578b\u5728\u6807\u51c6\u8bc4\u6d4b\u96c6\u4e0a\uff0c\u5bf9\u6bd4\u666e\u901a\u6a21\u578b\u63a8\u7406\u80fd\u529b\u5927\u5e45\u4e0a\u5347\uff0c\u771f\u6b63\u8ba9\u6a21\u578b\u62e5\u6709\u4e86\u601d\u8003\u548c\u53cd\u601d\u5e26\u6765\u7684\u63a8\u7406\u80fd\u529b\u7684\u63d0\u5347\u3002\u56e2\u961f\u590d\u73b0o1\u7684\u6280\u672f\u8def\u7ebf\uff0c\u4f7f\u5f97\u521d\u59cb\u63a8\u7406\u80fd\u529b\u8f83\u5dee\u7684\u57fa\u5ea7\u6a21\u578b\u5728\u57fa\u51c6\u6d4b\u8bd5\u96c6\u4e0a\u6210\u4e3a\u751f\u6001\u4f4dSOTA\u3002<\/p>\n

\u6b64\u6b21\u53d1\u5e03\u7684Skywork o1\u5305\u62ec\u4e09\u6b3e\u6a21\u578b\uff0c\u65e2\u6709\u56de\u9988\u5f00\u6e90\u793e\u533a\u7684\u5f00\u653e\u7248\u672c\uff0c\u4e5f\u6709\u80fd\u529b\u66f4\u5f3a\u7684\u4e13\u7528\u7248\u672c\uff1a<\/p>\n

1\uff0cSkywork o1 Open\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8eLlama 3.1 8B\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5728\u540c\u751f\u6001\u4f4d\u5f00\u6e90\u6a21\u578b\u4e2d\u8bc4\u6d4b\u6307\u6807\u5927\u5e45\u63d0\u5347\u8fbe\u5230SOTA\u6c34\u5e73\uff0c\u5e76\u89e3\u9501\u4e86\u8bb8\u591a\u8f7b\u91cf\u7ea7\u6a21\u578b\u65e0\u6cd5\u89e3\u51b3\u7684\u590d\u6742\u6570\u5b66\u4efb\u52a1\u3002\u8be5\u6a21\u578b\u7684\u53d1\u5e03\u4e5f\u5c06\u5e2e\u52a9\u52a0\u901f\u56fd\u5185\u5f00\u6e90\u793e\u533a\u590d\u73b0o1\u7684\u8fdb\u7a0b\u3002<\/p>\n

2\uff0c<\/strong>Skywork o1 Lite\uff1a<\/strong>\u8be5\u6a21\u578b\u5177\u5907\u5b8c\u6574\u7684\u601d\u8003\u80fd\u529b\uff0c\u5177\u6709\u66f4\u597d\u7684\u4e2d\u6587\u652f\u6301\u548c\u66f4\u5feb\u7684\u63a8\u7406\u548c\u601d\u8003\u901f\u5ea6\u3002\u5728\u6570\u5b66\u3001\u4e2d\u6587\u903b\u8f91\u548c\u63a8\u7406\u7c7b\u95ee\u9898\u4e0a\u8868\u73b0\u7a81\u51fa\u3002<\/p>\n

3\uff0cSkywork o1 Preview\uff1a<\/strong>\u8fd9\u6b3e\u6a21\u578b\u662f\u672c\u6b21\u5b8c\u6574\u7248\u7684\u63a8\u7406\u6a21\u578b\uff0c\u642d\u914d\u81ea\u7814\u7684\u7ebf\u4e0a\u63a8\u7406\u7b97\u6cd5\uff0c\u5bf9\u6bd4Skywork o1 Lite\u6709\u7740\u66f4\u591a\u6837\u548c\u201c\u6df1\u5ea6\u201d\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u66f4\u5b8c\u5584\u548c\u66f4\u9ad8\u8d28\u91cf\u7684\u63a8\u7406\u3002<\/p>\n

\u5176\u4e2d\uff0c\u6211\u4eec\u5f00\u6e90\u7684Skywork o1 Open<\/strong>\uff0c\u5728\u5404\u9879\u6570\u5b66\u548c\u4ee3\u7801\u6307\u6807\u4e0a\u5747\u6709\u5927\u5e45\u63d0\u9ad8\uff0c\u5c06Llama-3.1-8B\u7684\u6027\u80fd\u62c9\u5230\u540c\u751f\u6001\u4f4dSOTA\uff08\u8d85\u8d8aQwen-2.5-7B instruct\uff09\u3002\u540c\u65f6\uff0c8B\u7684Skywork o1 Open\u4e5f\u89e3\u9501\u4e86\u5f88\u591a\u8f83\u5927\u91cf\u7ea7\u6a21\u578b\uff0c\u5982GPT 4o\uff0c\u65e0\u6cd5\u5b8c\u6210\u7684\u6570\u5b66\u63a8\u7406\u4efb\u52a1\uff08\u598224\u70b9\u8ba1\u7b97\uff09\u3002\u8fd9\u4e5f\u4e3a\u63a8\u7406\u6a21\u578b\u5728\u8f7b\u91cf\u7ea7\u8bbe\u5907\u4e0a\u90e8\u7f72\u63d0\u4f9b\u4e86\u53ef\u80fd\u6027\u3002<\/p>\n

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\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u5c06\u5f00\u6e90\u4e24\u4e2a\u63a8\u7406\u4efb\u52a1\u7684Process Reward Model\uff08PRM\uff09\uff1aSkywork o1 Open-PRM-1.5B \u548cSkywork o1 Open-PRM-7B<\/strong>\uff0c\u76f8\u6bd4\u6b64\u524d\u5f00\u6e90\u7684Skywork-Reward-Model\u4ec5\u5bf9\u6574\u4e2a\u6a21\u578b\u56de\u7b54\u8fdb\u884c\u6253\u5206\uff0cSkywork o1 Open-PRM\u80fd\u7ed9\u6a21\u578b\u56de\u7b54\u4e2d\u7684\u6bcf\u4e2a\u6b65\u9aa4\u8fdb\u884c\u6253\u5206\u3002<\/p>\n

\u5bf9\u6bd4\u5f00\u6e90\u793e\u533a\u73b0\u6709\u7684PRM\uff0cSkywork o1 Open-PRM-1.5B\u80fd\u8fbe\u5230\u5f00\u6e90\u793e\u533a8B\u7684\u6a21\u578b\u6548\u679c\uff0c\u4f8b\u5982RLHFlow\u7684Llama3.1-8B-PRM-Deepseek-Data\uff0cOpenR\u7684Math-psa-7B\uff0cSkywork o1 Open-PRM-7B\u80fd\u540c\u65f6\u5728\u5927\u90e8\u5206benchamrk\u4e0a\u63a5\u8fd1\/\u8d85\u8fc710\u500d\u91cf\u7ea7\u7684Qwen2.5-Math-RM-72B\u3002Skywork o1 Open-PRM\u4e5f\u662f\u7b2c\u4e00\u6b3e\u9002\u914d\u4ee3\u7801\u7c7b\u4efb\u52a1\u7684\u5f00\u6e90PRM\u3002\u4e0b\u9762\u8868\u683c\u4e3a\u4ee5Skywork-o1-Open-8B\u4f5c\u4e3a\u57fa\u7840\u6a21\u578b\uff0c\u4f7f\u7528\u4e0d\u540cPRM\u5728\u6570\u5b66\u548c\u4ee3\u7801\u8bc4\u6d4b\u96c6\u4e0a\u7684\u8bc4\u4f30\u7ed3\u679c\u3002<\/p>\n

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\u9664Skywork-o1-Open-PRM\u5916\uff0c\u5176\u4ed6\u5f00\u6e90PRM\u5747\u672a\u9488\u5bf9\u4ee3\u7801\u7c7b\u4efb\u52a1\u8fdb\u884c\u4e13\u95e8\u4f18\u5316\uff0c\u6545\u4e0d\u8fdb\u884c\u4ee3\u7801\u4efb\u52a1\u7684\u76f8\u5173\u5bf9\u6bd4\u3002<\/p>\n

\u8be6\u7ec6\u6280\u672f\u62a5\u544a\u4e5f\u5c06\u5728\u4e0d\u4e45\u540e\u53d1\u5e03\u3002\u76ee\u524d\u6a21\u578b\u548c\u76f8\u5173\u4ecb\u7ecd\u5728Huggingface\u5f00\u6e90\uff08\u5f00\u6e90\u5730\u5740\uff1ahttps:\/\/tinyurl.com\/skywork-o1<\/strong>\uff09<\/strong><\/p>\n

\u5f3a\u63a8\u7406\u4ee5\u53ca\u81ea\u6211\u53cd\u601d\u7684\u80fd\u529b\u662f\u5982\u4f55\u7ec3\u6210\u7684\uff1f<\/strong><\/p>\n

Skywork o1\u5728\u903b\u8f91\u63a8\u7406\u4efb\u52a1\u4e0a\u6027\u80fd\u7684\u5927\u5e45\u63d0\u5347\u5f97\u76ca\u4e8e\u5929\u5de5\u4e09\u9636\u6bb5\u81ea\u7814\u7684\u8bad\u7ec3\u65b9\u6848\uff1a<\/p>\n

1\uff0c\u63a8\u7406\u53cd\u601d\u80fd\u529b\u8bad\u7ec3\uff1a<\/strong>\u901a\u8fc7\u81ea\u7814\u7684\u591a\u667a\u80fd\u4f53\u4f53\u7cfb\u6784\u9020\u9ad8\u8d28\u91cf\u7684\u5206\u6b65\u601d\u8003\uff0c\u53cd\u601d\u548c\u9a8c\u8bc1\u6570\u636e\u3002\u901a\u8fc7\u9ad8\u8d28\u91cf\u7684\u3001\u591a\u6837\u6027\u7684\u957f\u601d\u8003\u6570\u636e\u5bf9\u57fa\u5ea7\u6a21\u578b\u8fdb\u884c\u7ee7\u7eed\u9884\u8bad\u7ec3\u548c\u76d1\u7763\u5fae\u8c03\u3002,<\/p>\n

2\uff0c<\/strong>\u63a8\u7406\u80fd\u529b\u5f3a\u5316\u5b66\u4e60\uff1a<\/strong>\u56e2\u961f\u7814\u53d1\u4e86\u6700\u65b0\u7684\u9002\u914d\u5206\u6b65\u63a8\u7406\u5f3a\u5316\u7684Skywork o1 Process Reward Model\uff08PRM\uff09\u3002\u5b9e\u9a8c\u8bc1\u660eSkywork-PRM\u53ef\u6709\u6548\u7684\u6355\u6349\u5230\u590d\u6742\u63a8\u7406\u4efb\u52a1\u4e2d\u95f4\u6b65\u9aa4\u548c\u601d\u8003\u6b65\u9aa4\u5bf9\u6700\u7ec8\u7b54\u6848\u7684\u5f71\u54cd\u3002\u7ed3\u5408\u81ea\u7814\u5206\u6b65\u63a8\u7406\u5f3a\u5316\u7b97\u6cd5\u8fdb\u4e00\u6b65\u52a0\u5f3a\u6a21\u578b\u63a8\u7406\u548c\u601d\u8003\u80fd\u529b\u3002<\/p>\n

3\uff0c\u63a8\u7406planning\uff1a<\/strong>\u57fa\u4e8e\u5929\u5de5\u81ea\u7814\u7684Q*\u7ebf\u4e0a\u63a8\u7406\u7b97\u6cd5\u914d\u5408\u6a21\u578b\u5728\u7ebf\u601d\u8003\uff0c\u5e76\u5bfb\u627e\u6700\u4f73\u63a8\u7406\u8def\u5f84\u3002\u8fd9\u4e5f\u662f\u5168\u7403\u9996\u6b21\u5c06Q*\u7b97\u6cd5\u5b9e\u73b0\u548c\u516c\u5f00\u3002Q*\u7b97\u6cd5\u843d\u5730\u4e5f\u5927\u5927\u63d0\u5347\u4e86\u6a21\u578b\u7ebf\u4e0a\u63a8\u7406\u80fd\u529b\u3002<\/p>\n

\u5173\u4e8e\u5929\u5de5 Q*\u7b97\u6cd5\uff0c\u66f4\u591a\u8be6\u60c5\u53ef\u89c1\uff1ahttps:\/\/arxiv.org\/abs\/2406.14283<\/strong><\/p>\n

\u4eae\u70b9\u529f\u80fd\u4e0e\u5b9e\u6d4b<\/strong><\/p>\n

Skywork o1\u6a21\u578b\u5177\u6709\u4ee5\u4e0b\u80fd\u529b\u548c\u4eae\u70b9\u529f\u80fd\uff1a<\/p>\n

1\uff0c\u6a21\u578b\u601d\u8003\u548c\u89c4\u5212\u80fd\u529b<\/strong><\/p>\n

2\uff0c\u6a21\u578b\u81ea\u6211\u53cd\u601d\u80fd\u529b<\/strong><\/p>\n

3\uff0c<\/strong>\u6a21\u578b\u81ea\u6211\u9a8c\u8bc1\u80fd\u529b<\/strong><\/p>\n

\u76f8\u8f83\u4e8e\u6b64\u524d\uff08\u957f\u6587\u672c\u4efb\u52a1\uff09\u5927\u6a21\u578b\uff0c\u65e0\u8bba\u662f\u5e38\u8bc6\u63a8\u7406\u95ee\u9898\u3001\u903b\u8f91\u63a8\u7406\u95ee\u9898\u3001\u6570\u5b66\u63a8\u7406\u95ee\u9898\u3001\u4f26\u7406\u51b3\u7b56\u95ee\u9898\u3001\u8fd8\u662f\u201c\u5f31\u667a\u201d\uff08\u7c7b\u4f3c\u8111\u7b4b\u6025\u8f6c\u5f2f\uff09\u903b\u8f91\u9677\u9631\u95ee\u9898\u7b49\uff0cSkywork o1\u90fd\u5904\u7406\u7684\u6e38\u5203\u6709\u4f59\u3002\u6574\u4f53\u6765\u8bf4\uff0cSkywork o1 Lite\u548cSkywork o1 Preview\u7ebf\u4e0a\u7248\u672c\u5728\u590d\u6742\u95ee\u9898\u5206\u6790\u3001\u601d\u8003\u53cd\u601d\u8fc7\u7a0b\u3001\u8f93\u51fa\u7b54\u6848\u8d28\u91cf\u4e0a\u5747\u6709\u5927\u5e45\u63d0\u5347\u3002<\/p>\n

\u9996\u5148\uff0c\u6211\u4eec\u62ff\u4e00\u9053\u300c2024\u5e74\u5168\u56fd\u7855\u58eb\u7814\u7a76\u751f\u5165\u5b66\u7edf\u4e00\u8003\u8bd5\u6570\u5b66(\u4e00)\u8bd5\u9898\u300d\u8003\u8003\u5b83\uff08\u5982\u4e0b\u56fe\u6240\u793a\uff09\uff0c\u6d4b\u8bd5\u4e00\u4e0b\u5b83\u7684\u201c\u667a\u529b\u6c34\u5e73\u201d\u3002<\/p>\n

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\u9762\u5bf9\u96be\u5ea6\u4e0d\u5c0f\u7684\u6700\u65b0\u8003\u7814\u6570\u5b66\u9898\uff0cSkywork o1 Preview\u5c3d\u7ba1\u82b1\u8d39\u4e86\u4e00\u4e9b\u65f6\u95f4\uff0c\u4f46\u8fd8\u662f\u4e00\u6b65\u6b65\u63a8\u7406\u51fa\u4e86\u6b63\u786e\u7ed3\u679c\u3002<\/p>\n

\u90a3\u4e48\uff0c\u4e4b\u524d\u5927\u6a21\u578b\u7ecf\u5e38\u7ffb\u8f66\u7684\u6bd4\u5927\u5c0f\u95ee\u9898<\/strong>\uff0cSkywork o1\u73b0\u5728\u7684\u56de\u7b54\u6c34\u5e73\u5982\u4f55\u4e86\uff1f<\/p>\n

\"\"<\/div>\n

\u4ece\u5b83\u7684\u601d\u8003\u8fc7\u7a0b\u53ef\u4ee5\u770b\u51fa\uff0cSkywork o1\u7684\u6a21\u578b\u601d\u8003\u548c\u89c4\u5212\u80fd\u529b\u5927\u5e45\u63d0\u5347<\/strong>\u3002\u8fd9\u4e2a\u89e3\u9898\u903b\u8f91\u975e\u5e38\u50cf\u4eba\u7c7b\u7684\u601d\u8003\u65b9\u6cd5\u4e86\uff0c\u201c\u5982\u679c\u6574\u6570\u90e8\u5206\u76f8\u540c\uff0c\u90a3\u4e48\u5c31\u8981\u5f00\u59cb\u6bd4\u8f83\u5c0f\u6570\u90e8\u5206\u4e86\u201d\u3002\u901a\u8fc7\u4e25\u8c28\u7684\u63a8\u7406\u8fc7\u7a0b\uff0c\u51c6\u786e\u5f97\u51fa8.8\u5927\u4e8e8.11\uff0c\u4e14\u591a\u7ed9\u51fa\u4e86\u4e00\u6b65\u5dee\u503c\u8ba1\u7b97\u3002<\/p>\n

\u6b64\u5916\uff0c\u6a21\u578b\u81ea\u6211\u53cd\u601d\u80fd\u529b\u548c\u81ea\u6211\u9a8c\u8bc1\u80fd\u529b\u4e5f\u90fd\u6709\u957f\u8db3\u8fdb\u6b65\u3002Skywork o1\u53ef\u4ee5\u51c6\u786e\u8bc6\u522b\u51fa\u201cn\u01d0 h\u01ceo h\u011bn g\u0101o x\u00ecng r\u00e8n sh\u00ed n\u01d0\u201d\uff0c\u8fd8\u53ef\u4ee5\u7ed9\u51fa\u540e\u7eed\u5bf9\u8bdd\u5efa\u8bae\u3002<\/p>\n

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