{"id":14228,"date":"2024-04-02T19:47:21","date_gmt":"2024-04-02T19:47:21","guid":{"rendered":"https:\/\/www.ggwp.com\/blog\/%e5%86%85%e5%ae%b9%e5%ae%a1%e6%a0%b8%e4%b8%8e%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e8%af%84%e4%bc%b0\/"},"modified":"2024-04-02T19:47:21","modified_gmt":"2024-04-02T19:47:21","slug":"%e5%86%85%e5%ae%b9%e5%ae%a1%e6%a0%b8%e4%b8%8e%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e8%af%84%e4%bc%b0","status":"publish","type":"post","link":"https:\/\/www.ggwp.com\/zh-hans\/blog\/%e5%86%85%e5%ae%b9%e5%ae%a1%e6%a0%b8%e4%b8%8e%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e8%af%84%e4%bc%b0\/","title":{"rendered":"\u5185\u5bb9\u5ba1\u6838\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u8bc4\u4f30"},"content":{"rendered":"<h3>\u5f15\u8a00\uff1a\u4e3a\u4f55 LLM \u5bf9\u5185\u5bb9\u5ba1\u6838\u81f3\u5173\u91cd\u8981<\/h3>\n<p>\u5728<a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2024\/03\/13\/scaling-ml-with-llms-from-data-labeling-to-synthetic-dataset-creation\/\" target=\"_blank\" rel=\"noopener\">\u8fd1\u671f\u4e00\u7bc7 Forbes \u6587\u7ae0<\/a>\u4e2d\uff0c\u6211\u4eec\u7684 CTO \u63a2\u8ba8\u4e86\u5982\u4f55\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u6765\u89e3\u51b3\u4e00\u4e2a\u5177\u4f53\u95ee\u9898\uff1a\u5feb\u901f\u6807\u6ce8\u7279\u5b9a\u9886\u57df\u5185\u7684\u6d88\u606f\uff0c\u4ece\u800c\u652f\u6301\u8bf8\u5982\u6027\u9a9a\u6270\u7b49\u9700\u8981\u7ec6\u81f4\u5224\u65ad\u7684\u8fdd\u89c4\u4e8b\u4ef6\u68c0\u6d4b\u3002\u7531\u4e8e\u673a\u5668\u5b66\u4e60\u662f GGWP 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\u7684\u6743\u8861\u53d6\u820d<\/h3>\n<p>\u5177\u4f53\u5230\u5ba1\u6838\u573a\u666f\uff0c\u6709\u51e0\u9879\u91cd\u8981\u7684\u6743\u8861\u53d6\u820d\u9700\u8981\u8003\u91cf\uff1a<\/p>\n<ul>\n<li><strong>\u4efb\u52a1\u590d\u6742\u5ea6\uff1a<\/strong>\u8981\u5224\u65ad\u67d0\u4e9b\u6076\u52a3\u7684\u8fb1\u9a82\u6027\u8a00\u8bba\u4e0d\u5e94\u51fa\u73b0\u5728\u6587\u660e\u7684\u5bf9\u8bdd\u4e2d\uff0c\u8c01\u90fd\u65e0\u9700\u52a8\u7528 ChatGPT\u3002\u4e3a\u8fd9\u7c7b\u4efb\u52a1\u52a8\u7528 LLM\uff0c\u53cd\u800c\u4f1a\u8ba9\u5ba1\u6838\u6210\u672c\u9ad8\u5230\u4ee4\u6211\u4eec\u7684\u5ba2\u6237\u65e0\u6cd5\u627f\u53d7\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u9010\u4e00\u5ba1\u67e5\u6570\u4ee5\u5343\u8ba1\u3001\u53ef\u80fd\u6d89\u53ca\u865a\u5047\u4fe1\u606f\u7684\u53ef\u7591\u7528\u6237\u7684\u804a\u5929\u8bb0\u5f55\uff0c\u65e2\u56f0\u96be\u53c8\u8017\u65f6\uff0c\u56e0\u6b64\u5728\u7b5b\u9009\u51fa\u5c11\u6570\u6848\u4f8b\u4ea4\u7531\u56e2\u961f\u4eba\u5de5\u5ba1\u6838\u4e4b\u524d\uff0c\u5148\u7528 LLM \u8fdb\u884c\u4e00\u8f6e\u521d\u7b5b\u5c31\u663e\u5f97\u5c24\u4e3a\u6709\u4ef7\u503c\u3002<\/li>\n<li><strong>\u5ef6\u8fdf\uff1a<\/strong>\u5728\u5b9e\u65f6\u901a\u4fe1\u4e2d\uff0c\u5feb\u901f\u68c0\u6d4b\u662f\u964d\u4f4e\u793e\u533a\u5f71\u54cd\u7684\u5173\u952e\u3002\u5982\u679c\u6d88\u606f\u5df2\u7ecf\u53d1\u51fa\uff0c\u90a3\u4e48 LLM \u80fd\u5426\u6b63\u786e\u6807\u8bb0\u67d0\u4e00\u8fdd\u89c4\u4e8b\u4ef6\u4fbf\u6ca1\u90a3\u4e48\u91cd\u8981\u4e86\u3002\u4fdd\u62a4\u5b9e\u65f6\u5bf9\u8bdd\u9700\u8981\u7ecf\u8fc7\u9ad8\u5ea6\u4f18\u5316\u3001\u80fd\u5728\u51e0\u5206\u4e4b\u4e00\u79d2\u5185\u5b8c\u6210\u8fd0\u7b97\u7684\u6a21\u578b\uff0c\u4ece\u800c\u8ba9\u6b63\u5e38\u7684\u6d88\u606f\u8fc5\u901f\u653e\u884c\u3002\u5c31\u76ee\u524d\u800c\u8a00\uff0c\u82e5\u6ca1\u6709\u53ef\u89c2\u7684\u786c\u4ef6\u8d44\u6e90\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u5c1a\u65e0\u6cd5\u505a\u5230\u8fd9\u4e00\u70b9\u3002<\/li>\n<li><strong>\u9690\u79c1\uff1a<\/strong>\u5927\u591a\u6570\u57fa\u7840\u6a21\u578b\u5bf9\u4e8e\u4e00\u5bb6\u79c1\u8425\u516c\u53f8\u800c\u8a00\u90fd\u96be\u4ee5\u81ea\u884c\u8fd0\u884c\uff08\u5173\u4e8e\u5f00\u6e90\uff0c\u6211\u4eec\u7a0d\u540e\u518d\u8c08\uff09\uff0c\u8fd9\u610f\u5473\u7740\u6211\u4eec\u5fc5\u987b\u5c06\u8f93\u5165\u5185\u5bb9\u53d1\u9001\u7ed9\u7b2c\u4e09\u65b9\u63d0\u4f9b\u65b9\u3002\u5bf9\u4e8e\u67d0\u4e9b\u8f93\u5165\u800c\u8a00\uff0c\u9274\u4e8e\u5176\u654f\u611f\u6027\uff0c\u5373\u4fbf\u91c7\u53d6\u4e86\u9002\u5f53\u7684\u9632\u62a4\u63aa\u65bd\uff0c\u8fd9\u6837\u505a\u4e5f\u98ce\u9669\u6781\u9ad8\uff0c\u751a\u81f3\u6839\u672c\u4e0d\u53ef\u884c\u3002<\/li>\n<li><strong>\u4e0d\u53ef\u9884\u6d4b\u6027\uff1a<\/strong>\u6e38\u620f\u548c\u793e\u4ea4\u5a92\u4f53\u7b49\u573a\u666f\u4e2d\u7684\u77ed\u6d88\u606f\u5f80\u5f80\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u3002\u5176\u610f\u56fe\u6709\u65f6\u53d6\u51b3\u4e8e\u672a\u77e5\u7684\u60c5\u5883\uff0c\u800c\u5177\u4f53\u67d0\u6761\u6d88\u606f\u7684\u597d\u574f\u4e5f\u53ef\u80fd\u5e26\u6709\u4e3b\u89c2\u8272\u5f69\u3002\u867d\u7136 LLM \u652f\u6301\u7ec6\u81f4\u5165\u5fae\u7684\u63a8\u7406\uff0c\u4f46\u8fd9\u540c\u6837\u53ef\u80fd\u5bfc\u81f4\u524d\u540e\u4e0d\u4e00\u81f4\u3002\u5bf9\u6211\u4eec\u7684\u5ba2\u6237\u53ca\u5176\u7ec8\u7aef\u7528\u6237\u800c\u8a00\uff0c\u6807\u8bb0\u7ed3\u679c\u4e0d\u4e00\u81f4\uff0c\u5f80\u5f80\u6bd4\u5bf9\u4e3b\u89c2\u6216\u4e0d\u786e\u5b9a\u7684\u884c\u4e3a\u91c7\u53d6\u660e\u786e\u7acb\u573a\u66f4\u7cdf\u7cd5\u3002<\/li>\n<\/ul>\n<h3>LLM \u4f55\u65f6\u624d\u662f\u6b63\u786e\u7684\u5de5\u5177<\/h3>\n<p>\u5728\u6211\u4eec\u5e73\u53f0\u7684\u8bb8\u591a\u7ec4\u4ef6\u4e2d\uff0cLLM \u90fd\u8fc7\u4e8e\u7b28\u91cd\u3001\u8fc7\u4e8e\u7f13\u6162\u6216\u8fc7\u4e8e\u6602\u8d35\uff0c\u96be\u4ee5\u6295\u5165\u5b9e\u9645\u4f7f\u7528\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u67d0\u4e9b\u9ad8\u4ef7\u503c\u3001\u9ad8\u590d\u6742\u5ea6\u7684\u4efb\u52a1\uff0c\u5b83\u4eec\u5374\u662f\u4e0d\u53ef\u66ff\u4ee3\u7684\u5229\u5668\uff0c\u80fd\u591f\u5b9e\u73b0\u4ee5\u5f80\u65e0\u6cd5\u4f01\u53ca\u7684\u6210\u679c\u3002<\/p>\n<p>\u65e0\u8bba\u662f OpenAI\u3001Anthropic \u7b49\u65b0\u8fdb\u5165\u8fd9\u4e00\u9886\u57df\u7684\u516c\u53f8\uff0c\u8fd8\u662f Microsoft\u3001Meta\u3001Google \/ Deepmind \u7b49\u79d1\u6280\u884c\u4e1a\u7684\u8001\u724c\u5de8\u5934\uff0c\u53ef\u4f9b\u9009\u62e9\u7684\u6a21\u578b\u90fd\u4e0d\u5728\u5c11\u6570\u3002\u5c3d\u7ba1\u6240\u6709\u8fd9\u4e9b\u516c\u53f8\u90fd\u7740\u773c\u4e8e\u6253\u9020\u53ef\u90e8\u7f72\u5230\u5e7f\u6cdb\u4efb\u52a1\u4e2d\u7684\u57fa\u7840\u901a\u7528\u667a\u80fd\u8fd9\u4e00\u957f\u671f\u613f\u666f\uff0c\u4f46\u6bcf\u5bb6\u516c\u53f8\u5728\u77ed\u671f\u5185\u4e5f\u5fc5\u987b\u6709\u6240\u4fa7\u91cd\u3001\u6709\u6240\u533a\u9694\uff0c\u8fd9\u5c31\u4f7f\u5f97\u5728\u9009\u62e9\u5982\u4f55\u6784\u5efa\u57fa\u4e8e AI \u7684\u4ea7\u54c1\u65f6\u9762\u4e34\u4e00\u4e9b\u91cd\u8981\u7684\u51b3\u7b56\u8282\u70b9\u3002<\/p>\n<h3>\u4e3b\u6d41 LLM \u63d0\u4f9b\u65b9\u5bf9\u6bd4\uff1aOpenAI \u4e0e Anthropic<\/h3>\n<p>\u5e7f\u4e49\u800c\u8a00\uff0c\u4e00\u9879\u6838\u5fc3\u7684\u4ea7\u54c1\u6743\u8861\u5728\u4e8e\u529f\u80fd\u6027\u4e0e\u5b89\u5168\u6027 \/ \u5bf9\u9f50\u6027\u4e4b\u95f4\u7684\u53d6\u820d\u2014\u2014\u8fd9\u4e00\u70b9\u5728\u4e24\u6d3e\u4eba\u58eb\u7684\u70ed\u70c8\u8ba8\u8bba\u4e2d\u4f53\u73b0\u5f97\u6dcb\u6f13\u5c3d\u81f4\uff1a\u4e00\u6d3e\u4e3a\u4e86\u4eba\u7c7b\u798f\u7949\u800c\u4e3b\u5f20\u52a0\u901f\u53d1\u5c55 AI\uff0c\u53e6\u4e00\u6d3e\u540c\u6837\u4e3a\u4e86\u4eba\u7c7b\u798f\u7949\u800c\u4e3b\u5f20\u5ba1\u614e\u5730\u53d1\u5c55 AI\u3002<\/p>\n<p>\u4e3a\u4fbf\u4e8e\u8bf4\u660e\uff0c\u6211\u4eec\u4e0d\u59a8\u5c06 OpenAI \u89c6\u4e3a\u66f4\u504f\u5411\u524d\u8005\uff0c\u5c06 Anthropic \u89c6\u4e3a\u66f4\u504f\u5411\u540e\u8005\uff08\u5f53\u7136\uff0c\u8fd9\u4e24\u5bb6\u516c\u53f8\u663e\u7136\u90fd\u662f\u591a\u9762\u5411\u7684\uff09\u3002OpenAI \u70b9\u71c3\u4e86\u4eba\u4eec\u5bf9 LLM \u9886\u57df\u7684\u5174\u8da3\uff0c\u6b64\u540e\u4fbf\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u4e0d\u65ad\u5f00\u53d1\u65b0\u529f\u80fd\uff1a\u5f15\u5165\u4e86\u4e0d\u540c\u7684\u6a21\u6001\uff08\u6587\u672c \/ \u4ee3\u7801\u3001\u56fe\u50cf\u3001\u97f3\u9891\uff0c\u4ee5\u53ca<a href=\"https:\/\/openai.com\/research\/video-generation-models-as-world-simulators\" target=\"_blank\" rel=\"noopener\">\u5982\u4eca\u7684\u89c6\u9891<\/a>\uff09\u3001\u901a\u7528\u578b\u5f00\u53d1\u8005\u5de5\u5177\uff08API\u3001\u51fd\u6570\u8c03\u7528\u3001\u6570\u636e\u63d2\u4ef6\u3001\u81ea\u5b9a\u4e49 GPT\uff09\uff0c\u4ee5\u53ca\u751f\u6001\u7cfb\u7edf\u652f\u6301\uff08GPT store\u3001\u4f01\u4e1a\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff09\u3002<\/p>\n<p>\u5c3d\u7ba1 Anthropic \u51ed\u501f\u5176 Claude \u7cfb\u5217\u6a21\u578b\u5728\u6587\u672c\u65b9\u9762\u8fc5\u901f\u8ffd\u8d76\u4e86\u4e0a\u6765\uff0c\u4f46\u5176\u91cd\u5fc3\u4e00\u76f4\u653e\u5728<a href=\"https:\/\/www.anthropic.com\/research\" target=\"_blank\" rel=\"noopener\">\u5b89\u5168\u6027\u3001\u53ef\u63a7\u6027\u4e0e\u5bf9\u9f50\u6027<\/a>\u4e0a\uff0c\u800c\u975e\u62d3\u5c55\u80fd\u529b\u7684\u5e7f\u5ea6\u3002<\/p>\n<p>\u8bf8\u5982\u5d4c\u5165\u5e76\u5f3a\u5316\u9884\u5148\u8bbe\u5b9a\u7684\u6307\u5bfc\u539f\u5219\uff08<a href=\"https:\/\/arxiv.org\/pdf\/2212.08073.pdf\" target=\"_blank\" rel=\"noopener\">Constitutional AI<\/a>\uff09\u3001\u5c06\u6a21\u578b\u8f93\u51fa\u5206\u89e3\u5230\u7279\u5f81\uff08\u795e\u7ecf\u5143\u6fc0\u6d3b\u6a21\u5f0f\uff09\u5c42\u9762\u7684\u7814\u7a76\uff0c\u4ee5\u53ca\u901a\u8fc7\u5bf9\u81ea\u5bb6\u6a21\u578b\u8fdb\u884c\u7ea2\u961f\u6d4b\u8bd5\u4ee5\u53d1\u73b0\u5bf9\u9f50\u6027\u7f3a\u53e3\u7b49\u6280\u672f\u8fdb\u5c55\uff0c\u90fd\u5728 Anthropic\u300c\u6784\u5efa\u80fd\u591f\u80dc\u4efb\u654f\u611f\u800c\u7ec6\u81f4\u4efb\u52a1\u7684 AI\u300d\u8fd9\u4e00\u7814\u7a76\u76ee\u6807\u4e2d\u5360\u636e\u7a81\u51fa\u5730\u4f4d\u3002<\/p>\n<p>\u5c3d\u7ba1\u5f88\u660e\u663e\uff0cOpenAI \u4f9d\u7136\u9ad8\u5ea6\u91cd\u89c6\u5b89\u5168\u6027\u4e0e\u5bf9\u9f50\u6027\uff0c\u800c Anthropic \u4e5f\u5728\u79ef\u6781\u5f00\u53d1\u591a\u6a21\u6001\u7b49\u80fd\u529b\uff0c\u4f46\u4f5c\u4e3a\u7528\u6237\uff0c\u6211\u4eec\u5fc5\u987b\u8003\u91cf\u6bcf\u4e00\u5957 AI \u65b9\u6848\u4e0e\u6211\u4eec\u81ea\u8eab\u7684\u4ea7\u54c1\u613f\u666f\u548c\u5173\u5207\u662f\u5426\u5951\u5408\u3002\u6784\u5efa\u4e00\u4e2a\u57fa\u4e8e AI \u7684\u65c5\u884c\u4ee3\u7406\uff0c\u5bf9\u5177\u6709\u7ea6\u675f\u529b\u7684\u539f\u5219\u7684\u9700\u6c42\uff0c\u6216\u8bb8\u4e0d\u53ca\u5bf9\u5904\u7406\u56fe\u50cf\u3001\u83b7\u53d6\u5916\u90e8\u4fe1\u606f\u4ee5\u53ca\u501f\u52a9\u66f4\u5e7f\u6cdb\u5f00\u53d1\u8005\u751f\u6001\u7cfb\u7edf\u7b49\u80fd\u529b\u7684\u9700\u6c42\u90a3\u4e48\u9ad8\u3002<\/p>\n<p>\u53cd\u4e4b\uff0c\u667a\u80fd\u5224\u4f8b\u6cd5\u52a9\u624b\u672c\u8eab\u5c31\u4ee5\u6587\u672c\u4e3a\u4e3b\uff0c\u5982\u679c\u5b83\u80fd\u591f\u4e25\u683c\u9075\u5faa\u5f8b\u6240\u7684\u51c6\u5219\uff0c\u5176\u53ef\u9760\u6027\u4fbf\u4f1a\u5927\u5927\u63d0\u5347\uff08\u66f4\u4e0d\u7528\u8bf4\u66f4\u957f\u7684\u60c5\u5883\u7a97\u53e3\u4e86\uff0c\u8fd9\u4e00\u70b9\u6211\u4eec\u7a0d\u540e\u5c31\u4f1a\u8c08\u5230\uff09\u3002\u7136\u800c\uff0c\u4e0e\u4efb\u4f55\u516c\u53f8\u4e00\u6837\uff0c\u613f\u666f\u4e0e\u5b9e\u9645\u6210\u679c\u672a\u5fc5\u603b\u662f\u4e00\u81f4\uff0c\u56e0\u6b64\u6700\u597d\u5728\u60a8\u81ea\u5df1\u7684\u5b9e\u9645\u5de5\u4f5c\u4e2d\u76f4\u63a5\u5bf9\u8fd9\u4e9b\u6a21\u578b\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\u3002<\/p>\n<h3>AI \u6a21\u578b\u7684\u95ed\u6e90\u4e0e\u5f00\u6e90\u4e4b\u4e89<\/h3>\n<p>\u53e6\u4e00\u4e2a\u91cd\u8981\u7684\u6218\u7565\u5206\u6b67\u5728\u4e8e\u95ed\u6e90\u4e0e\u5f00\u6e90\uff0cMeta \u548c Mistral \u7b49\u516c\u53f8\u770b\u5230\u4e86\u5176\u4e2d\u7684\u673a\u4f1a\uff0c\u5c06\u5176\u90e8\u5206<a href=\"https:\/\/about.fb.com\/news\/2023\/07\/llama-2\/\">\u57fa\u7840\u6a21\u578b\u76f4\u63a5\u53d1\u5e03\u7ed9\u793e\u533a\u3002<\/a>\u53cc\u65b9\u5404\u6709\u6280\u672f\u4e0e\u5546\u4e1a\u4e0a\u7684\u53d6\u820d\uff0c\u5e76\u5bf9\u7ec8\u7aef\u7528\u6237\u4ea7\u751f\u91cd\u8981\u5f71\u54cd\u3002<\/p>\n<p>\u5728\u5f00\u6e90\u9635\u8425\uff0c\u5404\u7c7b\u5b9e\u9a8c\u6b63\u5728\u5feb\u901f\u5c55\u5f00\uff0c\u91cd\u70b9\u96c6\u4e2d\u5728\u6548\u679c\uff08<a href=\"https:\/\/chat.lmsys.org\/\" target=\"_blank\" rel=\"noopener\">\u4f17\u5305\u5f0f\u7684\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60\uff08RLHF\uff09<\/a>\uff09\u3001\u6548\u7387\uff08\u5728\u7b97\u529b\u53d7\u9650\u7684\u60c5\u51b5\u4e0b\u8fd9\u662f\u4e00\u79cd\u5fc5\u9700\uff09\u4ee5\u53ca\u53ef\u79fb\u690d\u6027\uff08<a href=\"https:\/\/github.com\/ggerganov\/ggml\" target=\"_blank\" rel=\"noopener\">\u7528 C \u5b9e\u73b0\u7684 GPT\u3001\u5728 Raspberry Pi \u4e0a\u8fd0\u884c\u7684 GPT<\/a>\uff09\u7b49\u65b9\u9762\u3002\u5bf9\u4e8e\u90a3\u4e9b\u5904\u7406\u654f\u611f\u4e13\u6709\u6570\u636e\u6216\u9700\u8981\u5b9a\u5236\u5316\u90e8\u7f72\uff08\u4f8b\u5982\u5728\u81ea\u6709\u73af\u5883\u6216\u8bbe\u5907\u7aef\u90e8\u7f72\uff09\u7684\u7528\u6237\u800c\u8a00\uff0c\u91c7\u7528 LLaMa \u6216 Mixtral \u7b49\u5f00\u6e90\u6a21\u578b\u4f5c\u4e3a\u57fa\u7840\uff0c\u80fd\u591f\u5728\u9690\u79c1\u4e0e\u8d44\u6e90\u7684\u6743\u8861\u4e0a\u83b7\u5f97\u66f4\u5927\u7684\u638c\u63a7\u529b\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u6a21\u578b\u89c4\u6a21\u4e5f\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u8bf8\u5982\u6307\u4ee4\u9075\u5faa\u7b49\u67d0\u4e9b\u80fd\u529b\uff0c\u4f1a\u968f\u7740\u6a21\u578b\u53c2\u6570\u91cf\u7684\u589e\u52a0\u800c\u6d8c\u73b0\u5e76\u4e0d\u65ad\u63d0\u5347\u3002\u5728<a href=\"https:\/\/arxiv.org\/pdf\/2305.05862.pdf\" target=\"_blank\" rel=\"noopener\">\u8fd1\u671f\u7684\u4e00\u9879\u7814\u7a76<\/a>\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u5c06\u89c4\u6a21\u8f83\u5c0f\u4f46\u4e13\u95e8\u9488\u5bf9\u91d1\u878d\u9886\u57df\u8bad\u7ec3\u7684\u6a21\u578b BloombergGPT\uff0c\u4e0e\u89c4\u6a21\u66f4\u5927\u3001\u7ecf\u8fc7\u901a\u7528\u8bad\u7ec3\u7684 OpenAI \u6a21\u578b GPT-3.5 \u548c GPT-4 \u8fdb\u884c\u4e86\u5bf9\u6bd4\uff0c\u7ed3\u679c\u53d1\u73b0\uff0c\u4ec5\u51ed\u7b80\u5355\u7684\u5c11\u6837\u672c\u5b66\u4e60\uff0cOpenAI \u7684\u6a21\u578b\u5728\u5927\u591a\u6570\u91d1\u878d\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u4fbf\u4f18\u4e8e BloombergGPT\uff0c\u8fd9\u8868\u660e\uff0c\u5373\u4fbf\u662f\u57fa\u4e8e\u6700\u4f18\u8d28\u9886\u57df\u5185\u6570\u636e\u8bad\u7ec3\u51fa\u6765\u7684\u6602\u8d35\u4e13\u6709\u6a21\u578b\uff0c\u4e5f\u53ef\u80fd\u4e0d\u53ca\u89c4\u6a21\u66f4\u5927\u3001\u7ecf\u8fc7\u901a\u7528\u8bad\u7ec3\u7684\u540c\u7c7b\u6a21\u578b\u3002<\/p>\n<p>\u800c\u6b63\u5982\u5176\u89c4\u6a21\u6240\u6697\u793a\u7684\u90a3\u6837\uff0c\u8fd9\u4e9b\u62e5\u6709\u6570\u5343\u4ebf\u4e43\u81f3\u4e0a\u4e07\u4ebf\u53c2\u6570\u7684\u6a21\u578b\u53ea\u6709\u6700\u5927\u578b\u7684\u5e73\u53f0\u624d\u8d1f\u62c5\u5f97\u8d77\uff0c\u4e5f\u4e0d\u592a\u53ef\u80fd\u88ab\u5f00\u6e90\uff08\u793e\u533a\u4e2d\u540c\u6837\u6ca1\u6709\u8c01\u80fd\u8d1f\u62c5\u5f97\u8d77\u6570\u5343\u5757 Nvidia GPU\uff09\u3002\u6cbf\u7740\u8fd9\u4e00\u601d\u8def\u6765\u770b\uff0c\u6700\u5148\u8fdb\u7684\u6027\u80fd\u5c06\u5f52\u4e8e\u95ed\u6e90\u5e73\u53f0\uff0c\u66f4\u4e0d\u7528\u8bf4\u89c6\u9891\u751f\u6210\uff08OpenAI Sora\uff09\u8fd9\u7c7b\u6210\u672c\u9ad8\u6602\u7684\u524d\u6cbf\u80fd\u529b\u4e86\u3002\u8fd9\u4e9b\u4e2d\u5fc3\u5316\u670d\u52a1\u5f88\u53ef\u80fd\u8fd8\u4f1a\u5b9e\u73b0\u66f4\u4f18\u7684\u7ecf\u6d4e\u6548\u76ca\uff0c\u56e0\u4e3a<a href=\"https:\/\/www.semianalysis.com\/p\/inference-race-to-the-bottom-make\" target=\"_blank\" rel=\"noopener\">\u63a8\u7406\u6279\u5904\u7406\u4f1a\u5f3a\u70c8\u5f71\u54cd\u5355\u4f4d\u7ecf\u6d4e\u6548\u76ca<\/a>\uff0c\u800c\u66f4\u9ad8\u7684\u7528\u6237\u89c4\u6a21\u53c8\u4f1a\u50ac\u751f\u66f4\u9ad8\u6548\u7684\u6279\u5904\u7406\u89c4\u6a21\u3002<\/p>\n<p>\u5bf9\u4e8e\u5927\u591a\u6570\u6280\u672f\u80cc\u666f\u6709\u9650\u3001\u53c8\u5e0c\u671b\u83b7\u5f97\u6700\u4f18\uff08\u4e14\u53ef\u80fd\u6700\u5ec9\u4ef7\uff09\u8f93\u51fa\u7ed3\u679c\u7684\u7528\u6237\u6765\u8bf4\uff0c\u5e94\u5f53\u8003\u8651\u95ed\u6e90\u63d0\u4f9b\u65b9\u3002\u800c\u90a3\u4e9b\u9700\u8981\u5f3a\u529b\u7ba1\u63a7\u3001\u5b9a\u5236\u5316\u4ee5\u53ca\u9690\u79c1\u7ea6\u675f\u7684\u7528\u6237\uff0c\u5219\u5e94\u8003\u8651\u9886\u5148\u7684\u5f00\u6e90\u6a21\u578b\u2014\u2014\u6240\u5e78\u8fd9\u4e9b\u6a21\u578b\u6b63\u5728\u8fc5\u901f\u8d70\u5411\u6210\u719f\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u4f8b\u5982\u5f53\u9700\u8981\u7a33\u5065\u7684\u9ad8\u4ef7\u503c\u51b3\u7b56\u65f6\uff0c\u6700\u4f73\u505a\u6cd5\u6216\u8bb8\u662f\u5c06\u95ed\u6e90\u670d\u52a1\u4e0e\u5f00\u6e90\u90e8\u7f72\u96c6\u6210\u4f7f\u7528\u3002<\/p>\n<h3><strong>\u9009\u62e9 LLM \u65f6\u7684\u6280\u672f\u8003\u91cf<\/strong><\/h3>\n<p>\u5728\u8003\u91cf\u4e86\u8fd9\u4e9b\u5927\u65b9\u5411\u4e4b\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u6df1\u5165\u63a2\u8ba8\u4e00\u4e9b\u533a\u5206\u4e0d\u540c\u6a21\u578b\u7684\u5176\u4ed6\u5173\u952e\u6280\u672f\u7ec6\u8282\uff1a<\/p>\n<ul>\n<li>Anthropic \u7684 Claude \u62e5\u6709 <span style=\"color: #800080;\"><a style=\"color: #800080;\" href=\"https:\/\/www.anthropic.com\/api\" target=\"_blank\" rel=\"noopener\">200K token \u7684\u60c5\u5883\u7a97\u53e3<\/a><\/span>\uff0c\u901a\u4fd7\u5730\u8bf4\uff0c\u8fd9\u5c31\u662f\u6a21\u578b\u5728\u751f\u6210\u8f93\u51fa\u65f6\u6240\u80fd\u8003\u91cf\u7684\u8f93\u5165\u91cf\uff1b\u800c Google \u5219\u8868\u793a\uff0c<a href=\"https:\/\/blog.google\/technology\/ai\/long-context-window-ai-models\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800080;\">\u4e0b\u4e00\u4ee3 Gemini \u6700\u9ad8\u53ef\u5904\u7406 100 \u4e07 token<\/span><\/a>\u3002\u5bf9\u4e8e\u6cd5\u5f8b\u5e94\u7528\u3001\u7f16\u7a0b\u52a9\u624b\u4ee5\u53ca\u957f\u7bc7\u5199\u4f5c\u7b49\u4ee5\u4ece\u6d77\u91cf\u6587\u672c\u4e2d\u63d0\u53d6\u7279\u5b9a\u6d1e\u89c1\u4e3a\u6838\u5fc3\u9700\u6c42\u7684\u573a\u666f\u800c\u8a00\uff0c\u8fd9\u4e00\u70b9\u6781\u5176\u91cd\u8981\u3002<\/li>\n<li>\u5c3d\u7ba1\u4eba\u4eba\u90fd\u5df2\u610f\u8bc6\u5230\u5e76\u81f4\u529b\u4e8e\u5b9e\u73b0\u5b9e\u65f6\u7ea7\u522b\u7684\u5ef6\u8fdf\uff08\u8fd9\u4f1a\u5bf9\u5b9a\u4ef7\u548c\u6027\u80fd\u4ea7\u751f\u5f71\u54cd\uff09\uff0c\u4f46 <span style=\"color: #800080;\"><a style=\"color: #800080;\" href=\"https:\/\/wow.groq.com\/why-groq\/\" target=\"_blank\" rel=\"noopener\">Groq<\/a><\/span> \u6700\u8fd1\u63a8\u51fa\u4e86\u4e00\u6b3e\u901f\u5ea6\u5feb\u5f97\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684 LLM \u6f14\u793a\uff0c\u5176\u80cc\u540e\u7531\u5b9a\u5236\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\u63d0\u4f9b\u652f\u6301\u3002\u771f\u6b63\u7684\u5b9e\u65f6\u4ea7\u54c1\u5c06\u50ac\u751f\u5927\u91cf\u65b0\u7684\u5e94\u7528\u573a\u666f\uff0c\u4f8b\u5982\u5b9e\u65f6\u5ba1\u6838\u3001\u9ad8\u9891\u4ea4\u6613\u3001AI \u4ee3\u7406\u4ee5\u53ca\u81ea\u4e3b\u7cfb\u7edf\u3002<\/li>\n<li>\u5728\u8bad\u7ec3\u65b9\u9762\uff0c\u6211\u4eec\u53ef\u4ee5\u9884\u671f\u8fd9\u4e9b\u5927\u6a21\u578b\u5728\u9884\u8bad\u7ec3\u65f6\u90fd\u4f1a\u4f7f\u7528\u4e92\u8054\u7f51\u7ea7\u6570\u636e\u96c6\u7684\u67d0\u4e2a\u5b50\u96c6\uff08\u4f8b\u5982 <a href=\"https:\/\/ar5iv.labs.arxiv.org\/html\/2101.00027\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800080;\">The Pile<\/span><\/a>\u3001<a href=\"https:\/\/huggingface.co\/datasets\/allenai\/c4\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800080;\">C4<\/span><\/a>\uff09\uff0c\u4e0d\u8fc7\uff0c\u5b83\u4eec\u9009\u62e9<a href=\"https:\/\/openai.com\/research\/instruction-following\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800080;\">\u5982\u4f55<\/span><\/a>\u5bf9\u9f50\u3001\u4ee5\u53ca\u5bf9\u9f50\u5230<a href=\"https:\/\/www.anthropic.com\/news\/specific-versus-general-principles-for-constitutional-ai\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #800080;\">\u4ec0\u4e48<\/span><\/a>\uff0c\u5bf9\u53ef\u7528\u6027\u800c\u8a00\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li>\u5728\u4ef7\u683c\u65b9\u9762\uff0c\u6211\u4eec\u53ef\u4ee5\u9884\u671f\uff0c\u90a3\u4e9b\u62e5\u6709\u5f3a\u5927\u786c\u4ef6 \/ \u8f6f\u4ef6\u80fd\u529b\uff08Google \/ Deepmind\uff09\u3001\u6df1\u539a AI \u4eba\u624d\u50a8\u5907\uff08Meta\uff09\u4ee5\u53ca\u53ef\u7528\u4e8e\u6279\u5904\u7406\u7684\u5e9e\u5927\u4e1a\u52a1\u91cf\uff08OpenAI\uff09\u7684\u516c\u53f8\uff0c\u5c06\u5177\u5907\u7ed3\u6784\u6027\u4f18\u52bf\u3002<\/li>\n<li>\u6700\u540e\uff0c\u5f00\u53d1\u8005\u751f\u6001\u7cfb\u7edf\u4e0e\u5de5\u5177\u94fe\u4e5f\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u4ea7\u54c1\u8fed\u4ee3\u901f\u5ea6\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u6613\u7528\u6027\u3002\u56e0\u6b64\uff0c\u8bb8\u591a\u5efa\u6a21\u4eba\u5458\u4f1a\u5728 Nvidia GPU \u4e0a\u4f7f\u7528 PyTorch\uff0c\u800c\u8bb8\u591a\u5f00\u53d1\u8005\u5219\u4f1a\u4ece\u4f7f\u7528 ChatGPT API \u5f00\u59cb\u642d\u5efa\u81ea\u5df1\u7684\u9879\u76ee\u3002<\/li>\n<\/ul>\n<h3>\u5728\u52a1\u5b9e\u7684\u6743\u8861\u4e2d\u6784\u5efa AI \u4ea7\u54c1<\/h3>\n<p>\u6253\u9020\u5353\u8d8a\u7684 AI \u4ea7\u54c1\uff0c\u5df2\u4ece\u5355\u7eaf\u4f9d\u8d56\u6280\u672f\u4e13\u957f\uff0c\u6f14\u53d8\u4e3a\u9700\u8981\u5728\u6280\u672f\u3001\u4ea7\u54c1\u4e0e\u5546\u4e1a\u8003\u91cf\u4e4b\u95f4\u53d6\u5f97\u826f\u6027\u5e73\u8861\u3002\u76ee\u524d\uff0c\u6709\u65e0\u6570\u51fa\u8272\u7684\u516c\u53f8\u6b63\u5728\u6784\u5efa\u6a21\u578b\u5e73\u53f0\uff0c\u5c3d\u7ba1\u5b83\u4eec\u90fd\u8ba1\u5212\u6700\u7ec8\u6253\u9020\u51fa\u5f3a\u5927\u3001\u5ec9\u4ef7\u3001\u5b89\u5168\u4e14\u6613\u4e8e\u4f7f\u7528\u7684 AI\uff0c\u4f46\u91cd\u8981\u7684\u662f\u8981\u6bd4\u8f83\u5b83\u4eec\u5f53\u4e0b\u5404\u81ea\u7684\u4f18\u5148\u91cd\u70b9\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u91cd\u70b9\u4e0e\u60a8\u81ea\u8eab\u4ea7\u54c1\u9700\u6c42\u7684\u5951\u5408\u7a0b\u5ea6\u3002<\/p>\n<hr \/>\n<h3>\u5173\u4e8e Brian Wu<\/h3>\n<figure id=\"attachment_12246\" aria-describedby=\"caption-attachment-12246\" style=\"width: 116px\" class=\"wp-caption alignnone\"><img decoding=\"async\" class=\"wp-image-12246\" src=\"https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708-281x300.jpeg\" alt=\"Brian Wu\" width=\"116\" height=\"124\" srcset=\"https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708-281x300.jpeg 281w, https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708-958x1024.jpeg 958w, https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708-768x821.jpeg 768w, https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708-83x88.jpeg 83w, https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708-85x90.jpeg 85w, https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708-370x400.jpeg 370w, https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708-1436x1536.jpeg 1436w, https:\/\/www.ggwp.com\/wp-content\/uploads\/2024\/03\/DSC03708.jpeg 1774w\" sizes=\"(max-width: 116px) 100vw, 116px\" \/><figcaption id=\"caption-attachment-12246\" class=\"wp-caption-text\">Brian Wu &#8211; <a href=\"https:\/\/www.linkedin.com\/in\/brian-wu-31a99738\/\">LinkedIn<\/a><\/figcaption><\/figure>\n<p>Brian \u73b0\u4efb GGWP \u7684 AI\/ML \u526f\u603b\u88c1\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00\uff1a\u4e3a\u4f55 LLM \u5bf9\u5185\u5bb9\u5ba1\u6838\u81f3\u5173\u91cd\u8981 \u5728\u8fd1\u671f\u4e00\u7bc7 Forbes \u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u7684 CTO \u63a2\u8ba8\u4e86\u5982\u4f55\u5229\u7528\u5927\u8bed\u8a00&#8230;<\/p>\n","protected":false},"author":14,"featured_media":14229,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[79],"tags":[],"class_list":["post-14228","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-79"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ 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