{"id":691,"date":"2025-11-13T07:00:00","date_gmt":"2025-11-12T23:00:00","guid":{"rendered":"https:\/\/smartaiunion.com\/?p=691"},"modified":"2025-11-12T20:06:46","modified_gmt":"2025-11-12T12:06:46","slug":"meta%e7%9a%84%e5%bc%80%e6%ba%90ai%e8%b7%af%e7%ba%bf%e6%98%af%e5%a6%82%e4%bd%95%e9%81%ad%e9%81%87%e6%bb%91%e9%93%81%e5%8d%a2%e7%9a%84%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/smartaiunion.com\/index.php\/2025\/11\/13\/691\/","title":{"rendered":"Meta\u7684\u5f00\u6e90AI\u8def\u7ebf\u662f\u5982\u4f55\u906d\u9047\u6ed1\u94c1\u5362\u7684\uff1f"},"content":{"rendered":"\n<p>2025\u5e7410\u6708\u5e95\uff0cMeta AI\u90e8\u95e8\u5ba3\u5e03\u88c1\u5458600\u4e2a\u804c\u4f4d\uff0c\u751a\u81f3\u6838\u5fc3\u90e8\u95e8\u7684\u7814\u7a76\u603b\u76d1\uff0c\u540c\u65f6\u638c\u7ba1AI\u4e1a\u52a1\u7684\u9ad8\u7ba1\u7eb7\u7eb7\u79bb\u804c\u3001\u88ab\u8fb9\u7f18\u5316\uff0c\u5c31\u8fde\u56fe\u7075\u5956\u5f97\u4e3bYann 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alt=\"\"\/><\/figure>\n\n\n\n<p>GenAI\u548cFAIR\u662f\u5e73\u884c\u5173\u7cfb\uff0c\u8fd9\u50cf\u662f\u4e00\u4e2a\u5929\u5e73\uff0c\u4e00\u8fb9\u662f\u524d\u6cbf\u79d1\u7814\uff0c\u4e00\u8fb9\u662f\u4ea7\u54c1\u5316\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u524d\u6cbf\u7814\u7a76\u80fd\u5e26\u6765\u66f4\u597d\u7684\u4ea7\u54c1\u529b\uff0c\u800c\u4ea7\u54c1\u8d5a\u94b1\u4e86\u80fd\u8ba9\u7ba1\u7406\u5c42\u6709\u66f4\u5927\u7684\u52a8\u529b\u62e8\u6b3e\u7ed9FAIR\u53bb\u505a\u7814\u53d1\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow 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wp-block-quote-is-layout-flow\">\n<p>\u9648\u831c\uff0c\u7845\u8c37101\u8054\u5408\u521b\u59cb\u4eba\uff1a<\/p>\n\n\n\n<p>\u4f60\u89c9\u5f97\u5728FAIR\u6700\u5feb\u4e50\u7684\u4e00\u6bb5\u65f6\u5149\u662f\u4ec0\u4e48\u65f6\u5019\uff1f<\/p>\n\n\n\n<p>\u7530\u6e0a\u680b\uff0c\u524dMeta\u57fa\u7840AI\u7814\u7a76\uff08FAIR\uff09\u56e2\u961f\u7814\u7a76\u603b\u76d1\uff1a<\/p>\n\n\n\n<p>\u6211\u89c9\u5f97\u4ece\u6211\u5165\u804cFAIR\u4e4b\u540e\u4e00\u76f4\u52302022\u5e74\uff0c\u8fd9\u6bb5\u65f6\u95f4\u662f\u5f88\u5f00\u5fc3\u7684\u3002\u56e0\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\u6765\u4e86\u4e4b\u540e\uff0c\u6574\u4e2a\u751f\u6001\u6216\u8005\u8bf4\u7814\u7a76\u8005\u4e4b\u95f4\u7684\u5173\u7cfb\u53d1\u751f\u4e86\u4e00\u4e9b\u53d8\u5316\uff0c\u7b97\u529b\u6210\u4e86\u5f88\u91cd\u8981\u7684\u4e00\u4e2a\u56e0\u7d20\u3002<\/p>\n\n\n\n<p>\u56e0\u4e3a\u7b97\u529b\u662f\u6709\u9650\u7684\uff0c\u6240\u4ee5\u5c31\u4f1a\u4ea7\u751f\u5404\u79cd\u95ee\u9898\u3001\u5404\u79cd\u77db\u76fe\u3002\u5927\u5bb6\u90fd\u8981\u8bad\u7ec3\u4e00\u4e2a\u5f88\u5927\u7684\u6a21\u578b\uff0c\u5982\u679c\u662f\u8fd9\u6837\u7684\u8bdd\uff0c\u76f8\u4e92\u4e4b\u95f4\u5c31\u5f00\u59cb\u6709\u4e00\u4e9b\u95ee\u9898\uff0c\u6bd4\u5982\u8bf4\u5982\u679c\u6211\u5361\u591a\u4e86\uff0c\u4f60\u5361\u5c31\u5c11\u4e86\u3002\u56e0\u4e3a\u5361\u4e0d\u591a\u5c31\u6ca1\u529e\u6cd5\u8bad\u7ec3\u51fa\u5f88\u597d\u7684\u6a21\u578b\uff0c\u6240\u4ee5\u57282023\u5e74\u4e4b\u540e\u8fd9\u6bb5\u65f6\u95f4\u4e4b\u5185\uff0c\u72b6\u6001\u80af\u5b9a\u4e0d\u4f1a\u50cf\u4ee5\u524d\u90a3\u4e48\u597d\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u800cMeta\u7684AI\u5929\u5e73\u662f\u5982\u4f55\u5931\u8861\u7684\u5462\uff1f\u6211\u4eec\u53ef\u4ee5\u4eceLlama\u7684\u56db\u4ee3\u53d1\u5e03\u4e2d\uff0c\u770b\u5230\u4e00\u4e9b\u7aef\u502a\u548c\u75d5\u8ff9\u3002<\/p>\n\n\n\n<p>\u4e8c\u3001\u201c\u5f00\u6e90\u4e4b\u5149\u201dLlama\u7684\u6614\u65e5\u9a84\u50b2\u4e0e\u6ed1\u94c1\u5362\uff1f<\/p>\n\n\n\n<p>\u4e4b\u6240\u4ee5Meta\u7ed9\u81ea\u5bb6\u5927\u8bed\u8a00\u6a21\u578b\u53d6\u540d\u201cLlama\u201d\uff0c\u636e\u8bf4\u662f\u56e0\u4e3a\u8003\u8651\u5230Large Language Model\u7684\u7f29\u5199\u201cLLM\u201d\u4e0d\u592a\u597d\u53d1\u97f3\uff0c\u6240\u4ee5\u5c31\u8865\u4e0a\u4e86\u5143\u97f3\u5b57\u6bcd\u3002\u201cLlama\u201d\u6717\u6717\u4e0a\u53e3\u4e5f\u4fbf\u4e8e\u8bb0\u5fc6\u4f20\u64ad\u3002\u4e5f\u6b63\u662f\u8fd9\u6837\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u547d\u540d\u81ea\u6b64\u624d\u548c\u201c\u7f8a\u9a7c\u201d\u626f\u4e0a\u4e86\u5173\u7cfb\u3002<\/p>\n\n\n\n<p>Llama 1\uff1a\u5f00\u6e90\u7684\u201c\u79cd\u5b50\u201d<\/p>\n\n\n\n<p>\u6211\u4eec\u5148\u6765\u770b\u770bLlama 1\uff0c\u8fd9\u4e5f\u4e3aMeta\u7684\u5927\u6a21\u578b\u201c\u5f00\u6e90\u201d\u8def\u7ebf\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n\n\n\n<p>2023\u5e742\u670824\u65e5\uff0cMeta\u53d1\u5e03Llama\u6a21\u578b\uff0c\u4e3b\u6253\u201c\u66f4\u5c0f\u53c2\u6570\u66f4\u597d\u6548\u679c\u201d\uff08\u591a\u89c4\u6a21\uff1a7B\/13B\/33B\/65B\uff09\uff0c\u5f3a\u8c03\u5f53\u65f6\u768413B\u6a21\u578b\u53ef\u4ee5\u5728\u591a\u9879\u57fa\u51c6\u4e0a\u8d85\u8fc7175B\u53c2\u6570\u7684GPT-3\u3002<\/p>\n\n\n\n<p>\u800cLlama\u5728\u5b98\u5ba3\u4e4b\u540e\u7684\u4e00\u5468\uff0c\u6743\u91cd\u57284chan\u4e0a\u4ee5\u79cd\u5b50\u5f62\u5f0f\u88ab\u201c\u6cc4\u9732\u201d\uff0c\u5f15\u53d1\u4e86AI\u793e\u533a\u5bf9\u5f00\u6e90\u6a21\u578b\u7684\u5e7f\u6cdb\u8ba8\u8bba\uff0c\u751a\u81f3\u8fd8\u5f15\u53d1\u56fd\u4f1a\u53c2\u8bae\u5458\u81f4\u4fe1\u8d28\u8be2Meta\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085510545415.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u867d\u7136\u6709\u4e0d\u5c11\u8d28\u7591\u7684\u58f0\u97f3\uff0c\u4f46\u4e1a\u754c\u5bf9Llama\u7684\u201c\u610f\u5916\u6cc4\u9732\u201d\u51fa\u4eba\u610f\u6599\u7684\u652f\u6301\uff0c\u800c\u8fd9\u4e5f\u88ab\u89c6\u4e3a\u201c\u5927\u6a21\u578b\u5f00\u6e90\u201d\u7684\u683c\u5c40\u91cd\u5851\uff0c\u5e76\u4e14\u5f88\u5feb\u50ac\u751f\u51fa\u4e86\u8bf8\u591a\u7684\u6c11\u95f4\u5fae\u8c03\u9879\u76ee\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5728\u8fd9\u91cc\u7a0d\u5fae\u89e3\u91ca\u4e00\u4e0b\u5927\u6a21\u578b\u7684\u201c\u5f00\u6e90\u201d\u5b9a\u4e49\u3002\u5176\u5b9eMeta\u4e5f\u4e0d\u662f\u5b8c\u5168\u7684\u5f00\u6e90\u3002Meta\u79f0\u4e4b\u4e3a\u201c\u5f00\u653e\u6743\u91cd\u201d\uff08Open weights\uff09\u3002<\/p>\n\n\n\n<p>\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u6709\u4e09\u4e2a\u90e8\u5206\uff1a\u7ed3\u6784\uff08architecture\uff09\uff0c\u6743\u91cd\uff08weights\uff09\u548c\u4ee3\u7801\uff08code\uff09\u3002\u6240\u8c13\u201c\u6743\u91cd\u201d\uff0c\u5c31\u662f\u6a21\u578b\u5b66\u4e60\u5230\u7684\u6240\u6709\u53c2\u6570\u6570\u503c\u3002\u6a21\u578b\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u6240\u6709\u53c2\u6570\u4f1a\u5b58\u6210\u51e0\u4e2a\u5de8\u5927\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u3002\u6bcf\u4e2a\u6587\u4ef6\u91cc\u4fdd\u5b58\u7740\u6bcf\u4e00\u5c42\u795e\u7ecf\u7f51\u7edc\u7684\u77e9\u9635\u6570\u503c\u3002\u800c\u5728\u63a8\u7406\u65f6\uff0c\u6a21\u578b\u4ee3\u7801\u4f1a\u52a0\u8f7d\u8fd9\u4e9b\u6743\u91cd\u6587\u4ef6\uff0c\u7528GPU\u8fdb\u884c\u77e9\u9635\u8fd0\u7b97\u751f\u6210\u6587\u672c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085511589858.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6240\u4ee5\u201c\u5f00\u653e\u6743\u91cd\u201d\u5c31\u610f\u5473\u7740\u5411\u516c\u4f17\u63d0\u4f9b\u8bad\u7ec3\u597d\u7684\u53c2\u6570\u6587\u4ef6\uff0c\u5916\u754c\u53ef\u4ee5\u672c\u5730\u52a0\u8f7d\u3001\u90e8\u7f72\u548c\u5fae\u8c03\uff0c\u4f46\u8fd8\u4e0d\u662f\u5b8c\u5168\u7684\u201c\u5f00\u6e90\u201d\uff0c\u56e0\u4e3a\u771f\u6b63\u7684\u5f00\u6e90\u610f\u5473\u7740\u516c\u5f00\u8bad\u7ec3\u6570\u636e\u3001\u4ee3\u7801\u548c\u8bb8\u53ef\u7b49\u7b49\u3002\u4f46Meta\u5e76\u6ca1\u6709\u516c\u5f00\u8fd9\u4e9b\u4fe1\u606f\uff0c\u751a\u81f3\u4e4b\u540e\u7684Llama2\u30013\u30014\u4ee3\u90fd\u4ec5\u4ec5\u662f\u5f00\u653e\u6743\u91cd\uff0c\u53ea\u662f\u5728\u8bb8\u53ef\u8bc1\u7684\u653f\u7b56\u4e0a\u6709\u4e9b\u677e\u52a8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085512859299.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u867d\u7136Llama\u5c5e\u4e8e\u201c\u534a\u5f00\u6e90\u201d\uff0c\u4f46\u6bd4\u8d77OpenAI\uff0cAnthropic\u548c\u8c37\u6b4c\u5b8c\u5168\u95ed\u6e90\u3001\u53ea\u901a\u8fc7API\u63a5\u53e3\u6765\u63d0\u4f9b\u6a21\u578b\u80fd\u529b\u670d\u52a1\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u5df2\u7ecf\u7b97\u7ed9\u5f00\u6e90\u793e\u533a\u5e26\u6765\u975e\u5e38\u65fa\u76db\u7684\u751f\u547d\u529b\u4e86\u3002<\/p>\n\n\n\n<p>Llama 2\uff1a\u5f00\u653e\u201c\u53ef\u5546\u7528\u201d<\/p>\n\n\n\n<p>2023\u5e747\u670828\u65e5\uff0cMeta\u8054\u5408\u5fae\u8f6f\u53d1\u5e03\u4e86\u5927\u6a21\u578bLlama 2\uff0c\u5305\u542b7B\u300113B\u548c70B\u53c2\u6570\u7684\u4e09\u79cd\u53c2\u6570\u53d8\u4f53\u3002<\/p>\n\n\n\n<p>\u65b0\u4e00\u4ee3\u6a21\u578b\u7684\u201c\u5f00\u6e90\u201d\u867d\u7136\u4e5f\u662f\u201c\u5f00\u653e\u6743\u91cd\u201d\uff0c\u4f46\u5bf9\u6bd4Llama 1\u7684\u4e0d\u53ef\u5546\u7528\u3001\u53ea\u80fd\u7533\u8bf7\u7814\u7a76\u7528\u9014\u800c\u8a00\uff0cLlama 2\u662f\u4e00\u4e2a\u514d\u8d39\u53ef\u5546\u7528\u7684\u7248\u672c\uff0c\u66f4\u653e\u5bbd\u4e86\u8bb8\u53ef\u8bc1\u7684\u6743\u9650\uff0c\u800cWired\u7b49\u6742\u5fd7\u66f4\u662f\u6307\u51fa\uff0cLlama 2 \u8ba9\u201c\u5f00\u653e\u8def\u7ebf\u201d\u5bf9\u6297\u5c01\u95ed\u6a21\u578b\u5de8\u5934\u6210\u4e3a\u73b0\u5b9e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085512953947.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u800c\u6211\u4eec\u770b\u5230\uff0cLlama 2\u5f88\u5feb\u5728\u5f00\u53d1\u8005\u793e\u533a\u98ce\u9761\u8d77\u6765\uff0c\u5b83\u7684\u53ef\u5f97\u6027\u663e\u8457\u653e\u5927\u4e86\u751f\u6001\u548cAI\u5f00\u53d1\u3002<\/p>\n\n\n\n<p>\u4e4b\u540e\uff0c\u5c31\u5230\u4e862024\u5e74\u7684Llama 3\uff0c\u8fd9\u4e5f\u662fLlama\u7cfb\u5217\u6700\u4e3a\u8f89\u714c\u7684\u65f6\u523b\u3002<\/p>\n\n\n\n<p>Llama 3\u7cfb\u5217\uff1a\u903c\u8fd1\u95ed\u6e90\u9635\u8425<\/p>\n\n\n\n<p>\u6b65\u5165Llama3\u7684\u65f6\u4ee3\uff0cMeta\u5df2\u7ecf\u6210\u4e3aAI\u5f00\u6e90\u793e\u533a\u7684\u9876\u6d41\u5b58\u5728\u30022024\u5e74\u76844\u6708\u52309\u6708\uff0cMeta\u8fde\u53d1\u4e09\u4e2a\u7248\u672c\u7684\u6a21\u578b\u8fed\u4ee3\u3002<\/p>\n\n\n\n<p>2024\u5e744\u670818\u65e5\uff0cMeta\u53d1\u5e038B\u300170B\u4e24\u4e2a\u89c4\u683c\u7684Llama 3\u7248\u672c\uff0c\u79f0\u540c\u7b49\u89c4\u6a21\u201c\u663e\u8457\u8d85\u8d8aLlama 2\u201d\uff0c\u5e76\u5c06\u5176\u4f5c\u4e3aMeta AI\u52a9\u624b\u7684\u5e95\u5ea7\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p>\u4e4b\u540e\u76847\u670823\u65e5\uff0cMeta\u63a8\u51fa405B\u300170B\u30018B\u4e09\u6863Llama 3.1\u6a21\u578b\uff0c\u5e76\u5ba3\u79f0405B\u662f\u201c\u5168\u7403\u6700\u5f3a\u7684\u5f00\u653e\u53ef\u5f97\u57fa\u7840\u6a21\u578b\u201d\u4e4b\u4e00\uff1b\u540c\u65f6\u767b\u9646AWS Bedrock\u3001IBM watsonx\u7b49\u5e73\u53f0\u3002<\/p>\n\n\n\n<p>\u4ec5\u4e24\u4e2a\u6708\u4e4b\u540e\u76842024\u5e749\u670825\u65e5\uff0cMeta\u63a8\u51faLlama 3.2\uff0c\u4e3b\u6253\u5c0f\u800c\u5168\u7684\u591a\u6a21\u6001\uff0c\u65b0\u589e1B\u4e0e3B\u8f7b\u91cf\u6587\u672c\u6a21\u578b\u4e0e1B\u4e0e90B\u7684\u89c6\u89c9\u591a\u6a21\u6001\u6a21\u578b\uff0c\u9762\u5411\u7ec8\u7aef\/\u8fb9\u7f18\u573a\u666f\uff1bAWS\u7b49\u5e73\u53f0\u540c\u6b65\u63a5\u5165\uff0c\u5f00\u6e90\u6846\u67b6\u5e73\u53f0OLlama\u4ea6\u53ef\u672c\u5730\u8fd0\u884c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085513544829.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6211\u4eec\u8054\u7cfb\u5230\u4e86Llama 3\u56e2\u961f\u7684Gavin Wang\uff0c\u4ed6\u8d1f\u8d23Llama 3\u7684\u540e\u8bad\u7ec3\u5de5\u4f5c\uff0c\u5bf9\u6211\u4eec\u8868\u793a\u5f53\u65f6\u6574\u4e2aMeta\uff0cGenAI\u56e2\u961f\u662f\u5728\u4ee5\u201c\u5149\u901f\u201d\u524d\u8fdb\uff0c\u771f\u7684\u6709\u79cd\u201cAI\u4e00\u5929\uff0c\u4eba\u95f4\u4e00\u5e74\u201d\u7684\u611f\u89c9\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Gavin Wang\uff0c\u524dMeta AI\u5de5\u7a0b\u5e08\uff0c\u4ece\u4e8bLlama 3\u540e\u8bad\u7ec3\uff1a<\/p>\n\n\n\n<p>\u5f53\u65f6Llama3.1\/3.2\u786e\u5b9e\u662f\u6709\u5f88\u591a\u5f88\u597d\u7684\u8fdb\u5c55\uff0c\u6bd4\u5982\u591a\u6a21\u6001\u662f\u5728\u8fd9\u4e2a\u9636\u6bb5\u91cc\u9762\u53d1\u5e03\u7684\uff0c\u5305\u62ec\u540e\u9762\u4ed6\u4eec\u505aLightweight model\uff08\u8f7b\u91cf\u5316\u6a21\u578b\uff091B\/3B\u7684\u3002\u6211\u89c9\u5f97\u8fd9\u65f6\u5019\u4ea7\u54c1\u5316\u751f\u6001\u53d6\u5f97\u4e86\u5f88\u5927\u8fdb\u5c55\uff0c\u5f88\u591a\u7684\u793e\u7fa4\u90fd\u6709\u652f\u6301\uff0c\u5305\u62ec\u6211\u6709\u670b\u53cb\u5728Llama Stack\u56e2\u961f\uff0c\u4ed6\u4eec\u5c31\u662f\u4e13\u95e8\u652f\u6301\u6574\u4e2aLlama\u7684\u751f\u6001\u5728\u4f01\u4e1a\u7ea7\u6216\u8005\u8bf4\u5c0f\u4f01\u4e1a\u7ea7\u7684\u843d\u5730\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>Llama 3\u7684\u5f3a\u52bf\u51fa\u51fb\uff0c\u7279\u522b\u662f450B\u7248\u672c\u88ab\u8ba4\u4e3a\u662f\u5728\u6a21\u578b\u80fd\u529b\u4e0a\u5bf9\u95ed\u6e90\u9635\u8425\u7684\u903c\u8fd1\uff0c\u4e5f\u88ab\u8ba4\u4e3a\u5c06\u5feb\u901f\u63a8\u52a8AI\u5e94\u7528\u7684\u843d\u5730\u3002\u800c\u5bf9\u4e8eMeta\u5185\u90e8\u5458\u5de5\u6765\u8bf4\uff0c\u7279\u522b\u662f\u5728Llama\u7ec4\u7684AI\u5de5\u7a0b\u5e08\u4eec\uff0c\u8fd9\u662f\u4e00\u4ef6\u975e\u5e38\u8ba9\u4ed6\u4eec\u503c\u5f97\u9a84\u50b2\u7684\u9879\u76ee\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Gavin Wang\uff0c\u524dMeta AI\u5de5\u7a0b\u5e08\uff0c\u4ece\u4e8bLlama 3\u540e\u8bad\u7ec3\uff1a<\/p>\n\n\n\n<p>\u5f53\u65f6\u7684\u53d9\u4e8b\u662f\u8bf4\uff0cMeta\u662f\u5927\u5382\u91cc\u9762\u552f\u4e00\u4e00\u4e2a\u5269\u4e0b\u5f00\u6e90\u7684\u6a21\u578b\uff0c\u800c\u4e14\u8fd8\u5bf9\u6574\u4e2a\u5f00\u6e90\u751f\u6001\u5f88\u6709\u8d21\u732e\u3002\u5f53\u65f6\u6211\u89c9\u5f97\u5f88\u591a\u4eba\u90fd\u4f1a\u89c9\u5f97\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u5728\u505a\u4e00\u4efd\u5de5\u4f5c\uff0c\u800c\u662f\u6211\u4eec\u771f\u7684\u5c31\u662f\u5728\u652f\u6301\u6574\u4e2aAI\u7684\u524d\u6cbf\u7684\u53d1\u5c55\uff0c\u4f60\u505a\u7684\u6bcf\u4e00\u4ef6\u4e8b\u60c5\u90fd\u611f\u89c9\u975e\u5e38\u6709\u610f\u4e49\uff0c\u6211\u5f53\u65f6\u662f\u975e\u5e38\u81ea\u8c6a\u7684\u611f\u89c9\u3002\u6211\u51fa\u53bb\u8ddf\u522b\u4eba\u8bf4\uff0c\u6211\u662f\u5728\u505aLlama 3\u7684\u56e2\u961f\uff0c\u4e00\u4e9b\u521b\u4e1a\u516c\u53f8\u7684\u521b\u59cb\u4eba\u4ed6\u4eec\u90fd\u4f1a\u8bf4\uff1a\u975e\u5e38\u611f\u8c22\u4f60\u7684\u52aa\u529b\u3002\u611f\u89c9\u6574\u4e2a\u6280\u672f\u5708\uff0c\u5c24\u5176\u662fAI\u521b\u4e1a\u5708\uff0c\u90fd\u5728\u6307\u671bLlama\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>Meta\u4e58\u7740\u4e1c\u98ce\uff0c\u671f\u671bLlama 4\u7684\u53d1\u5e03\uff0c\u80fd\u8fdb\u4e00\u6b65\u7684\u6269\u5927\u81ea\u8eab\u5728AI\u5f00\u53d1\u793e\u533a\u7684\u5f71\u54cd\u529b\uff0c\u4fdd\u6301\u201c\u9876\u5c16\u5927\u6a21\u578b\u4e2d\u7684\u552f\u4e00\u5f00\u6e90\u5b58\u5728\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085515247649.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u624e\u514b\u4f2f\u683c\u57282025\u5e741\u6708\u5e95\u8d22\u62a5\u4f1a\u8bae\u540e\u53d1\u5e16\u8bf4\uff0c\u201c\u6211\u4eec\u5bf9Llama 3\u7684\u76ee\u6807\u662f\u4f7f\u5f00\u6e90\u4e0e\u5c01\u95ed\u6a21\u578b\u5177\u6709\u7ade\u4e89\u529b\uff0c\u800c\u6211\u4eec\u5bf9Llama 4\u7684\u76ee\u6807\u662f\u9886\u5148\u3002\u201d<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u4e09\u4e2a\u6708\u4e4b\u540e\u7684Llama 4\u53d1\u5e03\uff0c\u5374\u662f\u4e00\u573a\u5f7b\u5e95\u7684\u707e\u96be\u548c\u6ed1\u94c1\u5362\u3002<\/p>\n\n\n\n<p>Llama 4\uff1a\u6ed1\u94c1\u5362<\/p>\n\n\n\n<p>2025\u5e744\u67085\u65e5\uff0cMeta\u63a8\u51faLlama 4\u7684\u4e24\u4e2a\u7248\u672c\uff08Scout\u4e0eMaverick\uff09\uff0c\u5ba3\u79f0\u591a\u6a21\u6001\u4e0e\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u5927\u5e45\u8dc3\u8fdb\uff0c\u5e76\u5728\u5ba3\u4f20\u4e2d\u9ad8\u8c03\u5f15\u7528LMArena\u6392\u884c\u699c\u4e0a\u7684\u9886\u5148\u6210\u7ee9\uff1aMaverick\u7248\u672c\u4ec5\u6b21\u4e8eGemini 2.5 Pro\uff0c\u4e0eChatGPT 4o\u548cGrok 3 Pro\u5e76\u5217\u7b2c\u4e8c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085516025090.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u7136\u800c\u5f88\u5feb\uff0c\u5f00\u53d1\u8005\u793e\u533a\u7684\u53cd\u9988\u5e76\u4e0d\u6b63\u9762\uff0c\u8ba4\u4e3aLlama 4\u7684\u6548\u679c\u4e0d\u53ca\u9884\u671f\u3002\u5e02\u9762\u4e0a\u5f00\u59cb\u6709\u6d41\u8a00\u8d28\u7591Meta\u5728LMArena\u4e0a\u51b2\u5230\u7b2c\u4e8c\u540d\u7684\u7248\u672c\u6709\u4f5c\u5f0a\u5acc\u7591\uff0c\u6000\u7591Llama 4\u7ed9LMArena\u6392\u540d\u7684\u662f\u7ecf\u8fc7\u4e86\u4f18\u5316\u7684\u53d8\u4f53\uff0c\u800c\u8fd9\u4e2a\u53d8\u4f53\u7ecf\u8fc7\u4e86\u5bf9\u8bdd\u5f3a\u5316\u7684\u8bad\u7ec3\uff0c\u5b58\u5728\u8bef\u5bfcLMArena\u3001\u5bfc\u81f4\u8fc7\u62df\u5408\u7684\u73b0\u8c61\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085517479606.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u867d\u7136Meta\u9ad8\u5c42\u8fc5\u901f\u5426\u8ba4\u4e86\u4f5c\u5f0a\uff0c\u4f46\u5f71\u54cd\u8fc5\u901f\u53d1\u9175\uff0c\u4e00\u65b9\u9762\uff0c\u5a92\u4f53\u7eb7\u7eb7\u5c06\u6b64\u89c6\u4e3a\u201c\u7528\u7279\u8c03\u7248\u672c\u5237\u699c\u201d\u7684\u201c\u8bf1\u9975\u6362\u5305\u201d\uff08bait-and-switch\uff09\uff0c\u884c\u4e1a\u5bf9\u57fa\u51c6\u516c\u4fe1\u529b\u4e0e\u53ef\u590d\u73b0\u6027\u7684\u8ba8\u8bba\u5347\u6e29\uff1b\u53e6\u4e00\u65b9\u9762\uff0cMeta\u66f4\u9ad8\u7aef\u7684Behemoth\u7248\u672c\u63a8\u8fdf\u53d1\u5e03\uff0c\u516c\u5173\u4e0e\u8282\u594f\u4e25\u91cd\u53d7\u632b\u3002<\/p>\n\n\n\n<p>\u622a\u81f3\u76ee\u524d\uff0cBehemoth\u8fd8\u6ca1\u6709\u53d1\u5e03\uff0cMeta\u5e94\u8be5\u662f\u653e\u5f03\u4e86\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085517027297.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u5c31\u662f\u5927\u5bb6\u6240\u77e5\u9053\u7684\uff0c\u624e\u514b\u4f2f\u683c\u5f00\u59cb\u5b64\u6ce8\u4e00\u63b7\u7684\u5927\u624b\u7b14\u6536\u8d2dScale AI\uff0c\u628aAlexander Wang\u6316\u8fc7\u6765\u9886\u5bfc\u65b0\u7684AI\u67b6\u6784\uff0c\u4e4b\u540e\u7528\u4e0a\u4ebf\u7f8e\u5143\u7684\u652f\u7968\u5f00\u59cb\u6316\u4eba\uff0c\u75af\u72c2\u6405\u5c40\u7845\u8c37AI\u4eba\u624d\u5e02\u573a\u3002<\/p>\n\n\n\n<p>\u518d\u4e4b\u540e\u5c31\u662f\u6700\u8fd1\u7684\u65b0\u95fb\uff0cAlex\u5f00\u59cb\u91cd\u7ec4\u6574\u4e2aMeta\u7684AI\u67b6\u6784\uff0c\u88c1\u6389600\u4eba\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085519972937.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4f46\u5927\u5bb6\u770b\u770b\u8fd9\u4e2a\u65f6\u95f4\u7ebf\uff0c\u662f\u4e0d\u662f\u8fd8\u662f\u89c9\u5f97\u5f88\u5272\u88c2\uff0c\u5728Llama 3\u548cLlama 4\u7684\u8fd9\u4e00\u5e74\u4e2d\uff0c\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f\u600e\u4e48Llama 4\u4e00\u4e0b\u5b50\u5c31\u4e0d\u884c\u4e86\uff1f\u8fd9\u662f\u4e0d\u662f\u4e5f\u592a\u5feb\u4e86\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u901a\u8fc7\u590d\u76d8\uff0c\u4e5f\u8bb8\u627e\u5230\u4e86\u4e00\u4e9b\u7b54\u6848\u3002\u8fd8\u8bb0\u5f97\u6211\u4eec\u5728\u524d\u6587\u63d0\u5230\uff0cMeta\u5185\u90e8\u7684AI\u67b6\u6784\u662f\u4e00\u67b6\u5929\u5e73\u5417\uff1fLlama 4\u5931\u8d25\u7684\u539f\u56e0\u5c31\u662f\uff1a\u8fd9\u67b6\u5929\u5e73\u5931\u8861\u4e86\u3002<\/p>\n\n\n\n<p>\u4e09\u3001\u5931\u8861\u5929\u5e73\uff1a\u524d\u6cbf\u7814\u7a76\u4e0e\u5546\u4e1a\u5316\u7684\u8def\u7ebf\u4e4b\u4e89<\/p>\n\n\n\n<p>\u5728Meta\u7684AI\u67b6\u6784\u4e2d\uff0cFAIR\u548cGenAI\u662f\u5e76\u884c\u7684\u4e24\u4e2a\u7ec4\uff0cYann Lecun\u7ba1FAIR\uff0c\u4f46Yann LeCun\u5f88\u591a\u65f6\u5019\u6c89\u6d78\u5728\u81ea\u5df1\u7684\u7814\u53d1\u4e2d\uff0c\u6709\u65f6\u5019\u8fd8\u5728\u7f51\u4e0a\u8ddf\u4eba\uff0c\u6bd4\u5982\u8bf4\u9a6c\u65af\u514b\u5bf9\u6218\uff0c\u8fd8\u7ecf\u5e38\u8bf4\u4e0d\u770b\u597dLLM\u8def\u7ebf\uff0c\u8ba9Meta\u5f88\u5934\u75bc\u3002<\/p>\n\n\n\n<p>\u4e8e\u662f\uff0c2023\u5e742\u6708\uff0cMeta\u9ad8\u5c42\u628aMeta AI\u7684\u7814\u7a76\u8d1f\u8d23\u4ebaJoelle Pineau\u8c03\u5230FAIR\uff0c\u62c5\u4efbFAIR\u7684\u5168\u7403\u8d1f\u8d23\u4eba\uff0c\u4e0eYann LeCun\u4e24\u4eba\u4e00\u8d77\u9886\u5bfcFAIR\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085520306212.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u56fe\u7247\u6765\u6e90\uff1aBussiness Insider<\/p>\n\n\n\n<p>\u800cGenAI\u7684\u8d1f\u8d23\u4eba\u662fAhmad Al-Dahle\uff0c\u8fd9\u4e2a\u54e5\u4eec\u513f\u4e4b\u524d\u5728\u82f9\u679c\u5de5\u4f5c\u4e86\u5feb17\u5e74\uff0c\u800c\u624e\u514b\u4f2f\u683c\u628a\u4ed6\u6316\u8fc7\u6765\u7684\u539f\u56e0\uff0c\u5c31\u662f\u60f3\u628aAI\u548cMeta\u7684\u5404\u79cd\u4ea7\u54c1\u7ed3\u5408\u8d77\u6765\uff0c\u5305\u62ec\u5143\u5b87\u5b99\uff0c\u667a\u80fd\u773c\u955c\u7684AI\u6574\u5408\uff0c\u4ee5\u53ca\u804a\u5929\u5de5\u5177meta.ai\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u800c\u5c31\u5728\u7ecf\u5386\u4e86Llama 2\u7684\u6210\u529f\uff0c\u516c\u53f8\u5f00\u59cb\u7814\u53d1Llama 3\u7684\u8fc7\u7a0b\u4e2d\uff0cMeta\u9ad8\u5c42\u8d8a\u6765\u8d8a\u5f3a\u8c03\u201c\u8981\u5c06AI\u7528\u4e8e\u81ea\u5bb6\u4ea7\u54c1\u201d\u7684\u5c5e\u6027\u3002<\/p>\n\n\n\n<p>\u4e8e\u662f\u6211\u4eec\u770b\u5230\uff0c2024\u5e741\u6708\uff0cMeta\u7684AI\u56e2\u961f\u8fdb\u884c\u4e86\u4e00\u6b21\u91cd\u7ec4\uff0cFAIR\u7684\u4e24\u540d\u8d1f\u8d23\u4eba\u5f00\u59cb\u76f4\u63a5\u6c47\u62a5\u7ed9Meta\u7684CPO\uff08\u9996\u5e2d\u4ea7\u54c1\u5b98\uff09Chris Cox\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085521911390.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Gavin Wang\uff0c\u524dMeta AI\u5de5\u7a0b\u5e08\uff0c\u4ece\u4e8bLlama 3\u540e\u8bad\u7ec3\uff1a<\/p>\n\n\n\n<p>\u6574\u4e2aLlama 1 ~ 3\u7b97\u662f\u4e00\u4e2a\u65f6\u4ee3\uff0c\u5927\u5bb6\u5f88\u75af\u72c2\u5730\u5728\u5377scaling law\uff08\u7f29\u653e\u6cd5\u5219\uff09\uff0c\u5f53\u65f6\u6574\u4e2a\u884c\u4e1a\u91cc\u90fd\u5728\u8ffd\u968f\u57fa\u7840\u6a21\u578b\u7684\u80fd\u529b\u7684\u63d0\u5347\u3002\u5927\u5bb6\u5728\u63a2\u7d22\u57fa\u7840\u6a21\u578b\u3001\u5927\u8bed\u8a00\u6a21\u578b\u672c\u8eab\u7684\u80fd\u529b\u7684\u8fb9\u754c\u3002\u4f46\u662fMeta\u7684\u9886\u5bfc\u5c42\uff0c\u50cf\u624e\u514b\u4f2f\u683c\u548cCPO Chris Cox\uff0c\u4ed6\u4eec\u5176\u5b9e\u5f88\u65e9\u5c31\u610f\u8bc6\u5230\u5927\u8bed\u8a00\u6a21\u578b\u7684\u80fd\u529b\u80fd\u591f\u843d\u5730\uff0c\u80fd\u771f\u6b63\u4e3a\u793e\u4f1a\u4ea7\u751f\u4ef7\u503c\uff0c\u4ed6\u4eec\u80af\u5b9a\u662f\u4ece\u4ea7\u54c1\u529b\u4e0a\u53bb\u51fa\u53d1\u7684\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u8bf4\u5f53\u65f6Llama 2\u548cLlama 3\u7684\u9636\u6bb5\uff0c\u6574\u4e2aGenAI\u7684\u6838\u5fc3\u76ee\u6807\u662f\u8ba9\u7814\u7a76\u6210\u679c\u771f\u6b63\u4ea7\u54c1\u5316\u3001\u5de5\u7a0b\u5316\u3002\u4e5f\u56e0\u6b64\u5c31\u662f\u5728\u6700\u9ad8\u7ba1\u7406\u5c42\u5c42\u9762\uff0c\u5305\u62ec\u526f\u603b\u88c1\u3001\u9ad8\u7ea7\u603b\u76d1\u7684\u9ad8\u5c42\uff0c\u662f\u7531\u4e00\u4e9b\u4e4b\u524d\u66f4\u591a\u7684\u662f\u4ea7\u54c1\u80cc\u666f\u548c\u5de5\u7a0b\u80cc\u666f\u7684\u4eba\u6765\u9886\u5bfc\u7684\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u5728Llama 3\u6210\u529f\u63a8\u51fa\uff0cMeta\u9ad8\u5c42\u5f00\u59cb\u5236\u5b9aLlama 4\u7684\u8def\u7ebf\u4e4b\u9645\uff0c\u6240\u6709\u7684\u6ce8\u610f\u529b\u90fd\u653e\u5728\u4e86\u4e0e\u4ea7\u54c1\u7ed3\u5408\u4e0a\uff0c\u4e5f\u5c31\u662f\u591a\u6a21\u6001\u80fd\u529b\uff0c\u56e0\u6b64\u5ffd\u89c6\u4e86\u5bf9\u6a21\u578b\u63a8\u7406\u80fd\u529b\u4e0a\u7684\u91cd\u89c6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085521751539.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u800c\u5c31\u5728Llama 3\u5230Llama 4\u7684\u8fd9\u4e00\u5e74\u7814\u53d1\u8fc7\u7a0b\u4e2d\uff0c2024\u5e749\u670812\u65e5\uff0cOpenAI\u63a8\u51fa\u4e86\u57fa\u4e8e\u601d\u7ef4\u94fe\u7684o1\u7cfb\u5217\u6a21\u578b\uff0c\u4e4b\u540e\u76842024\u5e7412\u6708\uff0c\u4e2d\u56fd\u7684deepseek\u5f00\u6e90\u6a21\u578b\u6a2a\u7a7a\u51fa\u4e16\uff0c\u7528MOE\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u5728\u4fdd\u8bc1\u63a8\u7406\u80fd\u529b\u7684\u60c5\u51b5\u4e0b\u5927\u5e45\u5ea6\u964d\u4f4e\u4e86\u6a21\u578b\u6210\u672c\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u9648\u831c\uff0c\u7845\u8c37101\u8054\u5408\u521b\u59cb\u4eba\uff1a<\/p>\n\n\n\n<p>\u4f60\u5728\u88ab\u62c9\u53bb\u6551\u706bLlama 4\u4e4b\u524d\uff0c\u624b\u4e0a\u5728\u7814\u7a76\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>\u7530\u6e0a\u680b\uff0c\u524dMeta\u57fa\u7840AI\u7814\u7a76\uff08FAIR\uff09\u56e2\u961f\u7814\u7a76\u603b\u76d1\uff1a<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd9\u8fb9\u5728\u505a\u4e00\u4e9b\u5173\u4e8e\u63a8\u7406\u7684\u7814\u7a76\u3002\u4e3b\u8981\u662f\u5173\u4e8e\u601d\u7ef4\u94fe\uff0c\u5305\u62ec\u5bf9\u601d\u7ef4\u94fe\u7684\u5f62\u6001\u548c\u8bad\u7ec3\u7684\u65b9\u5f0f\u505a\u4e86\u4e00\u4e9b\u7814\u7a76\u3002o1\u662f\u53bb\u5e749\u6708\u4efd\u51fa\u6765\u7684\uff0c\u5176\u5b9e\u6211\u4eec\u5728o1\u51fa\u6765\u4e4b\u524d\uff0c\u5c31\u6ce8\u610f\u5230\u975e\u5e38\u957f\u7684\u601d\u7ef4\u94fe\u4f1a\u5bf9\u6574\u4e2a\u6a21\u578b\u7684scaling law\uff08\u7f29\u653e\u6cd5\u5219\uff09\u4ea7\u751f\u5f71\u54cd\u3002<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085522154379.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u56fe\u7247\u6765\u6e90\uff1aarxiv<\/p>\n\n\n\n<p>\u5176\u5b9eFAIR\u7ec4\u4e2d\uff0c\u7530\u6e0a\u680b\u7b49\u7814\u7a76\u5458\u5df2\u7ecf\u5728\u7740\u624b\u601d\u7ef4\u94fe\u7684\u7814\u7a76\uff0c\u4f46\u8fd9\u6837\u5bf9\u63a8\u7406\u80fd\u529b\u7684\u524d\u6cbf\u63a2\u7d22\u5e76\u6ca1\u6709\u53ca\u65f6\u4f20\u8fbe\u5230Llama\u6a21\u578b\u7684\u5de5\u7a0b\u4e0a\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Gavin Wang\uff0c\u524dMeta AI\u5de5\u7a0b\u5e08\uff0c\u4ece\u4e8bLlama 3\u540e\u8bad\u7ec3\uff1a<\/p>\n\n\n\n<p>Llama 4\u89c4\u5212\u7684\u65f6\u5019\uff0c\u5c31\u4f1a\u611f\u89c9\u5230\u8fd9\u4e2a\u5730\u65b9\u53ef\u80fd\u9886\u5bfc\u5c42\u7684\u65b9\u5411\u6709\u4e00\u4e9b\u53d8\u5316\u3002\u6211\u8ba4\u4e3a\u603b\u4f53\u6765\u8bf4\u4ed6\u4eec\u8fd8\u662f\u60f3\u8981\u652f\u6301Meta\u672c\u8eab\u91cd\u70b9\u53bb\u63a8\u7684\u4e00\u4e9b\u4ea7\u54c1\uff0c\u5c31\u662fLlama\u672c\u8eab\u7684\u751f\u6001\uff0c\u591a\u6a21\u6001\u80af\u5b9a\u662f\u5176\u4e2d\u7684\u4e00\u4e2a\u91cd\u70b9\u3002\u4f46\u662fDeepSeek\u57281\u6708\u4efd\u7684\u65f6\u5019\u6a2a\u7a7a\u51fa\u4e16\uff0c\u5b83\u4eec\u7684\u63a8\u7406\u80fd\u529b\u975e\u5e38\u7684\u5f3a\u3002<\/p>\n\n\n\n<p>\u63a8\u7406\u80fd\u529b\u5728\u5f53\u65f6\u4e5f\u662f\u8ba8\u8bba\u7684\u5176\u4e2d\u4e00\u4e2a\u65b9\u5411\uff0c\u4f46\u662f\u56e0\u4e3aMeta\u672c\u8eab\u7684\u751f\u6001\uff0c\u5b83\u4eec\u66f4\u770b\u91cd\u591a\u6a21\u6001\uff0c\u6ca1\u6709\u91cd\u70b9\u53bb\u505a\u63a8\u7406\u3002\u4f46\u662f\u5f53DeepSeek\u51fa\u73b0\u4e86\u4ee5\u540e\uff0c\u90a3\u65f6\u6211\u5b9e\u9645\u4e0a\u5df2\u7ecf\u79bb\u5f00\u4e86Llama\u7684\u56e2\u961f\uff0c\u4e0d\u8fc7\u636e\u8bf4\u5f53\u65f6\u4ed6\u4eec\u6709\u5728\u8ba8\u8bba\u8bf4\u662f\u4e0d\u662f\u8981\u91cd\u65b0\u628a\u63a8\u7406\u7684\u5730\u65b9\u6361\u8d77\u6765\uff0c\u4f46\u8fd9\u4e2a\u5730\u65b9\u53ef\u80fd\u4f18\u5148\u7ea7\u4e0a\u6709\u4e00\u4e9b\u51b2\u7a81\uff0c\u52a0\u4e0a\u65f6\u95f4\u4e5f\u975e\u5e38\u7684\u6709\u9650\uff0c\u5c31\u5bfc\u81f4\u5927\u5bb6\u52a0\u73ed\u52a0\u70b9\u5730\u505a\u4e86\u5f88\u591a\u7684\u5c1d\u8bd5\uff0c\u975e\u5e38\u5fd9\u3002\u6211\u89c9\u5f97DeepSeek\u7684\u51fa\u73b0\u80af\u5b9a\u662f\u9020\u6210\u4e86\u516c\u53f8\u91cc\u9762\u8d44\u6e90\u8fd8\u6709\u4f18\u5148\u7ea7\u7ba1\u7406\u4e0a\u7684\u4e00\u4e9b\u6df7\u4e71\u3002<\/p>\n\n\n\n<p>\u8fd8\u6709\u4e00\u70b9\uff0c\u6211\u89c9\u5f97Llama 1\uff5e3\u6574\u4e2a\u6a21\u578b\u7684\u67b6\u6784\u548c\u7ec4\u7ec7\u7684\u67b6\u6784\uff0c\u662f\u5ef6\u7eed\u4e86\u4e00\u5f00\u59cb\u7684\u8bbe\u8ba1\u3002\u4f46\u662f\u56e0\u4e3aLlama 3\u7684\u6210\u529f\uff0c\u5927\u5bb6\u5c31\u5e0c\u671bLlama 4\u80fd\u591f\u66f4\u8fdb\u4e00\u6b65\uff0c\u80fd\u591f\u505a\u4e00\u4e9b\u66f4\u5927\u7684\u5de5\u7a0b\u3002\u90a3\u8fd9\u4e2a\u65f6\u5019\u53ef\u80fd\u51fa\u73b0\u4e86\u4e00\u4e9b\u95ee\u9898\uff0c\u6211\u7684\u89c2\u5bdf\u5c31\u662f\u516c\u53f8\u6bd4\u8f83\u9ad8\u5c42\u7684\uff0c\u50cf\u526f\u603b\u88c1\u3001\u8d44\u6df1\u603b\u76d1\u8fd9\u4e2a\u5c42\u9762\uff0c\u4ed6\u4eec\u5f88\u591a\u4eba\u662f\u6bd4\u8f83\u4f20\u7edf\u7684\u57fa\u7840\u67b6\u6784\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u80cc\u666f\uff0c\u53ef\u80fd\u81ea\u7136\u8bed\u8a00\u5904\u7406\u80cc\u666f\u7684\u90fd\u6bd4\u8f83\u5c11\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u53ef\u80fd\u4ed6\u4eec\u6280\u672f\u5c42\u9762\u5bf9\u4e8eAI\u539f\u751f\u6280\u672f\u6216\u8005\u662f\u5927\u8bed\u8a00\u6a21\u578b\u8fd9\u4e9b\u4e1c\u897f\u5c31\u6ca1\u6709\u4e00\u4e2a\u6df1\u5ea6\u7684\u7406\u89e3\u548c\u8ba4\u8bc6\u3002\u771f\u6b63\u61c2\u884c\u7684\uff0c\u53ef\u80fd\u662f\u4e0b\u9762\u5177\u4f53\u505a\u4e8b\u7684\u4e00\u4e9b\u535a\u58eb\uff0c\u5c24\u5176\u6211\u4eec\u975e\u5e38\u9a84\u50b2\u7684\u662f\uff0c\u534e\u4eba\u7684\u535a\u58eb\u90fd\u662f\u6280\u672f\u975e\u5e38\u624e\u5b9e\u7684\u3002\u4f46\u662f\u4ed6\u4eec\u83b7\u5f97\u7684\u8bdd\u8bed\u6743\uff0c\u6216\u8005\u8bf4\u5728\u516c\u53f8\u5185\u90e8\u7684\u8d44\u6e90\u6ca1\u6709\u90a3\u4e48\u591a\u3002\u6240\u4ee5\u8bf4\u53ef\u80fd\u4e0d\u77e5\u4ec0\u4e48\u7f18\u6545\u5c31\u9020\u6210\u4e00\u79cd\u5916\u884c\u7ba1\u7406\u5185\u884c\u7684\u4e00\u4e9b\u5c40\u9762\u51fa\u73b0\u3002<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085523011664.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u56fe\u7247\u6765\u6e90\uff1aDeepSeek<\/p>\n\n\n\n<p>\u56e0\u4e3aOpenAI\u7684o1\u7cfb\u5217\u548cDeepSeek\u7684\u51fa\u73b0\uff0c\u8ba9Meta\u57282025\u5e74\u5e74\u521d\u4e71\u4e86\u9635\u811a\u3002\u4e8e\u662f\uff0c\u9ad8\u5c42\u4e34\u65f6\u8ba9FAIR\u7684\u7814\u7a76\u56e2\u961f\u53bb\u652f\u63f4Llama 4\u7684\u7814\u53d1\uff0c\u6216\u8005\u53ef\u4ee5\u76f4\u63a5\u8bf4\u662f\u53bb\u201c\u6551\u706b\u201d\uff0c\u800c\u8fd9\u4e2a\u201c\u6551\u706b\u56e2\u961f\u201d\u5c31\u662f\u7530\u6e0a\u680b\u5e26\u961f\u7684\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u7530\u6e0a\u680b\uff0c\u524dMeta\u57fa\u7840AI\u7814\u7a76\uff08FAIR\uff09\u56e2\u961f\u7814\u7a76\u603b\u76d1\uff1a<\/p>\n\n\n\n<p>\u6211\u89c9\u5f97\u73b0\u5728\u5f88\u5927\u7684\u4e00\u4e2a\u6559\u8bad\u5c31\u662f\uff0c\u505a\u8fd9\u6837\u7684\u9879\u76ee\u4e0d\u80fd\u8ba9\u4e0d\u61c2\u7684\u4eba\u6765\u505a\u6574\u4e2a\u7684\u9886\u5bfc\u8005\u6216\u8005\u505a\u6574\u4e2a\u7684\u89c4\u5212\u3002\u5982\u679c\u6709\u4e9b\u4e1c\u897f\u51fa\u4e86\u95ee\u9898\u7684\u8bdd\uff0c\u5e94\u8be5\u662f\u5927\u5bb6\u8bf4\uff1aok\uff0c\u6211\u4eec\u4e0d\u80fd\u5728\u8fd9\u4e2a\u65f6\u5019\u53d1\u5e03\uff0c\u6211\u4eec\u518d\u5f80\u540e\u62d6\u3002\u5e94\u8be5\u662f\u91c7\u7528\u4e00\u79cd\uff0c\u6211\u62d6\u5230\u4ec0\u4e48\u65f6\u5019\u7ed3\u675f\u80fd\u591f\u6b63\u5e38\u8fd0\u4f5c\u624d\u53d1\u5e03\u7684\u9636\u6bb5\u3002\u800c\u4e0d\u80fd\u8bf4\u628adeadline\u5148\u5b9a\u597d\uff0c\u4e0d\u7136\u7684\u8bdd\u6709\u5f88\u591a\u4e8b\u60c5\u662f\u505a\u4e0d\u597d\u7684\u3002<\/p>\n\n\n\n<p>\u6211\u89c9\u5f97\u6211\u4eec\u7ec4\u91cc\u9762\u5f53\u65f6\u5f88\u591a\u4eba\u975e\u5e38\u7d2f\uff0c\u6bd4\u5982\u8bf4\u50cf\u6211\u662f\u5728\u52a0\u5dde\uff0c\u56e0\u4e3a\u6211\u6709\u51e0\u4e2a\u56e2\u961f\u6210\u5458\u5728\u4e1c\u90e8\u65f6\u533a\uff0c\u4ed6\u4eec\u665a\u4e0a12\u70b9\u7ed9\u6211\u6253\u7535\u8bdd\uff0c\u4ed6\u4eec\u90a3\u8fb9\u5df2\u7ecf3\u70b9\u949f\u4e86\uff0c\u8fd8\u5728\u5e72\u6d3b\uff0c\u6240\u4ee5\u975e\u5e38\u7684\u8f9b\u82e6\u3002\u4e3a\u4ec0\u4e48\u4ed6\u4eec\u90a3\u4e48\u8f9b\u82e6\u5462\uff1f\u662f\u56e0\u4e3adeadline\u538b\u5f97\u5f88\u7d27\u3002\u6bd4\u5982\u8bf4\u6211\u4eec\u7684deadline\u5c31\u662f\u8ba1\u5212\u5728\u67d0\u4e00\u5929\u8981\u53d1\u5e03\uff0c\u9879\u76ee\u7ba1\u7406\u5c31\u9700\u8981\u4ece\u540e\u5f80\u524d\u5012\u63a8\uff0c\u7136\u540e\u770b2\u6708\u5e95\u6216\u80053\u6708\u521d\u4e00\u5b9a\u8981\u505a\u4ec0\u4e48\u4e8b\u60c5\u30013\u6708\u5e95\u8981\u505a\u4ec0\u4e48\u4e8b\u60c5\u3002<\/p>\n\n\n\n<p>\u4f46\u5982\u679c\u4f60\u5728\u505a\u8fd9\u4e9b\u4e8b\u60c5\u7684\u65f6\u5019\uff0c\u4f60\u53d1\u73b0\u8fd9\u4e2a\u6a21\u578b\u8fd9\u65b9\u9762\u4e0d\u884c\uff0c\u6216\u8005\u8bf4\u6570\u636e\u6709\u4ec0\u4e48\u95ee\u9898\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6211\u89c9\u5f97\u6709\u4e00\u4e2a\u5f88\u5927\u7684\u95ee\u9898\u5c31\u662f\uff0c\u4f60\u600e\u4e48\u6837\u80fd\u591f\u8ba9\u5927\u5bb6\u56e0\u4e3a\u4f60\u8fd9\u53e5\u8bdd\u505c\u4e0b\u6765\u3002\u5c31\u6bd4\u5982\u8bf4\uff0c\u6211\u8bf4\u8fd9\u4e2a\u6570\u636e\u6709\u95ee\u9898\uff0c\u4e0d\u884c\uff0c\u6211\u8fd9\u4e2a\u6570\u636e\u4e0d\u80fd\u7528\uff0c\u6211\u4eec\u5f97\u6362\u4e00\u4e2a\u6570\u636e\u3002\u90a3\u8fd9\u6837\u7684\u8bdd\u5c31\u591a\u51fa\u4e8b\u4e86\uff0c\u6211\u4eec\u5f97\u628a\u6574\u4e2a\u4e8b\u60c5\u5f80\u540e\u5ef6\u4e00\u4e2a\u661f\u671f\u3001\u4e24\u4e2a\u661f\u671f\u3002\u4f46\u8fd9\u4e2a\u4e8b\u60c5\u80fd\u4e0d\u80fd\u505a\u5230\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u95ee\u9898\u3002\u5982\u679c\u5728\u5f88\u5f3a\u7684deadline\u538b\u529b\u4e4b\u4e0b\uff0c\u6700\u540e\u7ed3\u679c\u5c31\u662f\u8fd9\u4e8b\u60c5\u505a\u4e0d\u4e86\uff0c\u6216\u8005\u8bf4\u5927\u5bb6\u6ca1\u6709\u529e\u6cd5\u53bb\u63d0\u51fa\u5f02\u8bae\uff0c\u90a3\u8fd9\u6837\u7684\u8bdd\u6700\u540e\u7684\u8d28\u91cf\u5c31\u4f1a\u53d8\u5f97\u5f88\u5dee\u3002\u8fd9\u662f\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u9648\u831c\uff0c\u7845\u8c37101\u8054\u5408\u521b\u59cb\u4eba\uff1a<\/p>\n\n\n\n<p>\u4e3a\u4ec0\u4e48Meta\u4f1a\u6709\u90a3\u4e48\u5f3a\u7684\u538b\u529b\u5728deadline\u4e0a\u9762\u5462\uff1f\u56e0\u4e3a\u5f00\u6e90\u6a21\u578b\uff0c\u5176\u5b9e\u5b83\u5df2\u7ecf\u662f\u7b2c\u4e00\u4e86\u3002\u5f53\u7136\uff0cDeepSeek\u5728\u5e74\u521d\u7684\u65f6\u5019\u51fa\u6765\uff0c\u5927\u5bb6\u90fd\u6ca1\u6709\u610f\u6599\u5230\u3002\u4f46\u662f\u4e3a\u4ec0\u4e48\u5b83\u6709\u90a3\u4e48\u5f3a\u7684deadline\u8bf4\u6211\u4e00\u5b9a\u8981\u5728\u8fd9\u4e2a\u65f6\u5019\u628a\u8fd9\u4e2a\u4e1c\u897f\u63a8\u51fa\u6765\uff1f<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/202511\/11\/085524304159.png?imageView2\/2\/w\/1000\/format\/webp\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u56fe\u7247\u6765\u6e90\uff1aMeta<\/p>\n\n\n\n<p>\u6211\u4eec\u5728\u8fd9\u91cc\u57fa\u672c\u4e0a\u80fd\u6709\u4e00\u4e9b\u7b54\u6848\u4e86\uff0c\u4eceLlama 3\u5f00\u59cb\uff0c\u201c\u5c06AI\u4ea7\u54c1\u5316\u201d\u8fd9\u6837\u7684\u8def\u7ebf\u5c31\u5df2\u7ecf\u5236\u5b9a\uff0c\u6574\u4e2a\u6a21\u578b\u6ce8\u91cd\u591a\u6a21\u6001\u548c\u5e94\u7528\u3001\u5fd9\u4e8e\u6574\u5408\u5e94\u7528\u548c\u4e1a\u52a1\uff0c\u4f46\u5374\u5ffd\u7565\u4e86\u63a8\u7406\u548c\u66f4\u524d\u6cbf\u7684\u6280\u672f\u7814\u53d1\u3002\u8fd9\u8ba9\u5929\u5e73\u53e6\u4e00\u8fb9\u7684FAIR\u56e2\u961f\u4e0d\u5f97\u4e0d\u8de8\u7ec4\u6765\u201c\u6551\u706b\u201d\uff0c\u5c31\u8fd9\u6837\uff0c\u5929\u5e73\u5931\u8861\u4e86\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u7530\u6e0a\u680b\uff0c\u524dMeta\u57fa\u7840AI\u7814\u7a76\uff08FAIR\uff09\u56e2\u961f\u7814\u7a76\u603b\u76d1\uff1a<\/p>\n\n\n\n<p>\u4f46\u5b9e\u9645\u60c5\u51b5\u5176\u5b9e\u662f\u56e0\u4e3a\u524d\u6cbf\u6a21\u578b\u7684\u7ade\u4e89\u592a\u6fc0\u70c8\u4e86\uff0c\u6240\u4ee5\u57fa\u672c\u4e0a\u5f88\u96be\u771f\u7684\u53bb\u7528FAIR\u8fd9\u8fb9\u7684\u4e00\u4e9b\u6587\u7ae0\u3002\u867d\u7136\u6709\u4e9b\u6587\u7ae0\u662f\u88ab\u7528\u5230\u4e86\uff0c\u4f46\u662f\u6211\u4eec\u5728\u4ea4\u6d41\u7684\u8fc7\u7a0b\u4e2d\u8fd8\u662f\u4f1a\u5b58\u5728\u4e00\u4e9b\u95ee\u9898\u3002\u6211\u5f53\u65f6\u5c31\u662f\u5728FAIR\u7684\u65f6\u5019\uff0c\u6211\u6709\u65f6\u5019Ping\uff08\u53d1\u4fe1\u606f\u7ed9\uff09GenAI\u7684\u4eba\uff0c\u4ed6\u4eec\u90fd\u4e0d\u7406\u6211\uff0c\u8fd9\u662f\u4ec0\u4e48\u60c5\u51b5\uff1f\u4f46\u662f\u771f\u7684\u6211\u53bb\u4e86GenAI\u4e4b\u540e\u6211\u4f1a\u89c9\u5f97\uff0c\u786e\u5b9e\u6211\u4e5f\u6ca1\u6cd5\u7406\u4ed6\u4eec\uff08FAIR\u7814\u7a76\u5458\u4eec\uff09\u3002<\/p>\n\n\n\n<p>\u56e0\u4e3a\u592a\u5fd9\u4e86\uff0c\u6bd4\u5982\u8bf4\u6211\u534a\u5c0f\u65f6\u4e0d\u770b\u624b\u673a\uff0c\u53ef\u80fd\u5c31\u670920\u6761\u300130\u6761\u7684\u6d88\u606f\u8981\u53bb\u770b\uff0c\u6709\u5f88\u591a\u7684\u4eba\u8981\u627e\uff0c\u6709\u5f88\u591a\u7684\u4e8b\u60c5\u8981\u51b3\u5b9a\u3002\u6240\u4ee5\u6211\u4e5f\u80fd\u7406\u89e3\u4e86\uff0c\u5728GenAI\u8fd9\u6837\u7684\u73af\u5883\u4e0b\uff0c\u5f88\u96be\u6709\u6bd4\u8f83\u957f\u671f\u7684\u601d\u8003\u8fc7\u7a0b\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u800c\u624e\u514b\u4f2f\u683c\u662f\u5982\u4f55\u4fee\u590d\u8fd9\u4e2a\u5931\u8861\u7684\u5929\u5e73\u5462\uff1f\u4ed6\u76f4\u63a5\u7a7a\u964d\u4e86\u4e00\u4e2a\u7279\u79cd\u90e8\u961f\uff1a\u7531Alex 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