{"id":36808,"date":"2025-01-19T02:00:47","date_gmt":"2025-01-18T18:00:47","guid":{"rendered":"https:\/\/17aitech.com\/?p=36808"},"modified":"2025-01-19T02:00:47","modified_gmt":"2025-01-18T18:00:47","slug":"%e8%bf%99%e6%89%8d%e6%98%af%e7%9c%9f%e3%83%bb%e5%bc%80%e6%ba%90%e6%a8%a1%e5%9e%8b%ef%bc%81%e5%85%ac%e5%bc%80%e3%80%8c%e5%90%8e%e8%ae%ad%e7%bb%83%e3%80%8d%e4%b8%80%e5%88%87%ef%bc%8c%e6%80%a7%e8%83%bd","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36808","title":{"rendered":"\u8fd9\u624d\u662f\u771f\u30fb\u5f00\u6e90\u6a21\u578b\uff01\u516c\u5f00\u300c\u540e\u8bad\u7ec3\u300d\u4e00\u5207\uff0c\u6027\u80fd\u8d85\u8d8aLlama 3.1 Instruct"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-23-5\" target=\"_blank\">\u8fd9\u624d\u662f\u771f\u30fb\u5f00\u6e90\u6a21\u578b\uff01\u516c\u5f00\u300c\u540e\u8bad\u7ec3\u300d\u4e00\u5207\uff0c\u6027\u80fd\u8d85\u8d8aLlama 3.1 Instruct<\/a><\/p>\n<section>\n<section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"117\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u5f00\u6e90\u6a21\u578b\u9635\u8425\u53c8\u8fce\u6765\u4e00\u5458\u731b\u5c06\uff1aT\u00fclu 3\u3002\u5b83\u6765\u81ea\u827e\u4f26\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240\uff08Ai2\uff09\uff0c\u76ee\u524d\u5305\u542b 8B \u548c 70B \u4e24\u4e2a\u7248\u672c\uff08\u672a\u6765\u8fd8\u4f1a\u6709 405B \u7248\u672c\uff09\uff0c\u5e76\u4e14\u5176\u6027\u80fd\u8d85\u8fc7\u4e86 Llama 3.1 Instruct \u7684\u76f8\u5e94\u7248\u672c\uff01\u957f\u8fbe 73 \u7684\u6280\u672f\u62a5\u544a\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u540e\u8bad\u7ec3\u7684\u7ec6\u8282\u3002<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60063dc6deaa3f10a8689f0b1cc138ec.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60063dc6deaa3f10a8689f0b1cc138ec.png\"><\/a><\/section>\n<section>\u5728\u6700\u8fd1\u5173\u4e8e\u300cScaling Law \u662f\u5426\u649e\u5899\u300d\u7684\u8ba8\u8bba\u4e2d\uff0c\u540e\u8bad\u7ec3\uff08post-training\uff09\u88ab\u5bc4\u4e88\u539a\u671b\u3002<\/section>\n<section><\/section>\n<section>\u4f17\u6240\u5468\u77e5\uff0c\u8fd1\u671f\u53d1\u5e03\u7684 OpenAI o1 \u5728\u6570\u5b66\u3001 \u4ee3\u7801\u3001\u957f\u7a0b\u89c4\u5212\u7b49\u95ee\u9898\u4e0a\u53d6\u5f97\u4e86\u663e\u8457\u63d0\u5347\uff0c\u800c\u80cc\u540e\u7684\u6210\u529f\u79bb\u4e0d\u5f00\u540e\u8bad\u7ec3\u9636\u6bb5\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u548c\u63a8\u7406\u9636\u6bb5\u601d\u8003\u8ba1\u7b97\u91cf\u7684\u589e\u5927\u3002\u57fa\u4e8e\u6b64\uff0c\u6709\u4eba\u8ba4\u4e3a\uff0c\u65b0\u7684\u6269\u5c55\u5f8b \u2014\u2014 \u540e\u8bad\u7ec3\u6269\u5c55\u5f8b\uff08Post-Training Scaling Laws\uff09 \u5df2\u7ecf\u51fa\u73b0\uff0c\u5e76\u53ef\u80fd\u5f15\u53d1\u793e\u533a\u5bf9\u4e8e\u7b97\u529b\u5206\u914d\u3001\u540e\u8bad\u7ec3\u80fd\u529b\u7684\u91cd\u65b0\u601d\u8003\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u8fc7\uff0c\u5bf9\u4e8e\u540e\u8bad\u7ec3\u5230\u5e95\u8981\u600e\u4e48\u505a\uff0c\u54ea\u4e9b\u7ec6\u8282\u5bf9\u6a21\u578b\u6027\u80fd\u5f71\u54cd\u8f83\u5927\uff0c\u76ee\u524d\u8fd8\u6ca1\u6709\u592a\u591a\u7cfb\u7edf\u7684\u8d44\u6599\u53ef\u4ee5\u53c2\u8003\uff0c\u56e0\u4e3a\u8fd9\u90fd\u662f\u5404\u5bb6\u7684\u5546\u4e1a\u673a\u5bc6\u3002<\/section>\n<section><\/section>\n<section>\u521a\u521a\uff0c\u66fe\u7ecf\u91cd\u65b0\u5b9a\u4e49\u300c\u5f00\u6e90\u300d\u5e76\u53d1\u5e03\u4e86\u53f2\u4e0a\u9996\u4e2a 100% \u5f00\u6e90\u5927\u6a21\u578b\u7684\u827e\u4f26\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240\uff08Ai2\uff09\u7ad9\u51fa\u6765\u6253\u7834\u4e86\u6c89\u9ed8\u3002\u4ed6\u4eec\u4e0d\u4ec5\u5f00\u6e90\u4e86\u4e24\u4e2a\u6027\u80fd\u8d85\u8fc7 Llama 3.1 Instruct \u76f8\u5e94\u7248\u672c\u7684\u65b0\u6a21\u578b \u2014\u2014T\u00fclu 3 8B \u548c 70B\uff08\u672a\u6765\u8fd8\u4f1a\u6709 405B \u7248\u672c\uff09\uff0c\u8fd8\u5728\u6280\u672f\u62a5\u544a\u4e2d\u516c\u5e03\u4e86\u8be6\u7ec6\u7684\u540e\u8bad\u7ec3\u65b9\u6cd5\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-1e2a2de405964ad116379f70a73ce300.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-1e2a2de405964ad116379f70a73ce300.png\"><\/a><\/section>\n<section><em>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <sup>\u00a0 \u00a0 Ai2 \u7814\u7a76\u79d1\u5b66\u5bb6 Nathan Lambert\uff08\u8bba\u6587\u4e00\u4f5c\uff09\u7684\u63a8\u6587<\/sup><br \/><\/em><\/section>\n<section><\/section>\n<section>\u8fd9\u4efd 70 \u591a\u9875\u7684\u6280\u672f\u62a5\u544a\u53ef\u4ee5\u8bf4\u8bda\u610f\u6ee1\u6ee1\uff0c\u975e\u5e38\u503c\u5f97\u8be6\u7ec6\u9605\u8bfb\uff1a \u00a0\u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-37264a759a48c515fee1884dc5bda31c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-37264a759a48c515fee1884dc5bda31c.png\"><\/a><\/section>\n<section>T\u00fclu 3 \u53d1\u5e03\u540e\uff0c\u793e\u533a\u53cd\u54cd\u70ed\u70c8\uff0c\u751a\u81f3\u6709\u7528\u6237\u8868\u793a\u6d4b\u8bd5\u540e\u53d1\u73b0\u5176\u8868\u73b0\u6bd4 GPT-4o \u8fd8\u597d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3a6ebe728e5cfb5a07d7724b34278e29.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3a6ebe728e5cfb5a07d7724b34278e29.png\"><\/a><\/section>\n<section>\u53e6\u5916\uff0cNathan Lambert \u8fd8\u6697\u793a\u672a\u6765\u53ef\u80fd\u57fa\u4e8e Qwen \u6765\u8bad\u7ec3 T\u00fclu \u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a00a3231ca8aa0b5645b50eb328fb18e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a00a3231ca8aa0b5645b50eb328fb18e.png\"><\/a><\/section>\n<section>\u673a\u5668\u4e4b\u5fc3\u4e5f\u7b80\u5355\u6d4b\u8bd5\u4e86\u4e0b T\u00fclu\u3002\u9996\u5148\uff0c\u6570 Strawberry \u4e2d r \u6570\u91cf\u7684\u95ee\u9898\u6beb\u65e0\u610f\u5916\u5730\u51fa\u9519\u4e86\uff0c\u81f3\u4e8e\u5176\u7f16\u5199\u7684\u7b11\u8bdd\u561b\uff0c\u597d\u50cf\u4e5f\u4e0d\u597d\u7b11\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ba9db7b87ffd22ec7c4d502489d7d5c2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ba9db7b87ffd22ec7c4d502489d7d5c2.png\"><\/a><\/section>\n<section>\u672c\u5730\u90e8\u7f72 AI \u6a21\u578b\u7684\u5de5\u5177 Ollama \u4e5f\u7b2c\u4e00\u65f6\u95f4\u5ba3\u5e03\u5df2\u7ecf\u652f\u6301\u8be5\u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b8b87c99b41098f1f1162ea2412f61aa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b8b87c99b41098f1f1162ea2412f61aa.png\"><\/a><\/section>\n<section>\u673a\u5668\u4e4b\u5fc3\u4e5f\u7b80\u5355\u901a\u8fc7 Ollama \u548c Obsidian \u7684\u63d2\u4ef6\u7b80\u5355\u4f53\u9a8c\u4e86\u4e00\u4e0b 8B \u7684\u672c\u5730\u7248\u672c\uff0c\u770b\u8d77\u6765\u6548\u679c\u8fd8\u4e0d\u9519\uff0c\u901f\u5ea6\u4e5f\u5f88\u5feb\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-1c203750157932d94d98b95f8fbe1b72.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-1c203750157932d94d98b95f8fbe1b72.gif\"><\/a><\/section>\n<section>\u4e0d\u8fc7\uff0c\u6bd4\u6a21\u578b\u6027\u80fd\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u6216\u8bb8\u8fd8\u662f T\u00fclu 3 \u7684\u540e\u8bad\u7ec3\u65b9\u6848\u3002\u5728\u8fd9\u5957\u65b9\u6848\u7684\u542f\u53d1\u4e0b\uff0c\u4f17\u591a\u7814\u7a76\u8005\u6709\u671b\u5728\u5927\u6a21\u578b\u7684\u540e\u8bad\u7ec3\u9636\u6bb5\u8fdb\u884c\u66f4\u591a\u5c1d\u8bd5\uff0c\u5ef6\u7eed\u5927\u6a21\u578b\u7684 Scaling Law\u3002<\/section>\n<section><\/section>\n<section><strong>\u9996\u4e2a\u53d1\u5e03\u540e\u8bad\u7ec3\u8be6\u60c5\u7684\u5f00\u6e90\u6a21\u578b<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u63d0\u5347\u6a21\u578b\u6027\u80fd\u65b9\u9762\uff0c\u540e\u8bad\u7ec3\u7684\u4f5c\u7528\u8d8a\u6765\u8d8a\u5927\uff0c\u5177\u4f53\u5305\u62ec\u5fae\u8c03\u548c RLHF \u7b49\u3002\u6b64\u524d\uff0cOpenAI\u3001 Anthropic\u3001Meta \u548c\u8c37\u6b4c\u7b49\u5927\u516c\u53f8\u5df2\u7ecf\u5927\u5e45\u63d0\u5347\u4e86\u5176\u540e\u8bad\u7ec3\u65b9\u6cd5\u7684\u590d\u6742\u5ea6\uff0c\u5177\u4f53\u5305\u62ec\u91c7\u7528\u591a\u8f6e\u8bad\u7ec3\u8303\u5f0f\u3001\u4f7f\u7528\u4eba\u7c7b\u6570\u636e + \u5408\u6210\u6570\u636e\u3001\u4f7f\u7528\u591a\u4e2a\u8bad\u7ec3\u7b97\u6cd5\u548c\u8bad\u7ec3\u76ee\u6807\u3002\u4e5f\u6b63\u56e0\u4e3a\u6b64\uff0c\u8fd9\u4e9b\u6a21\u578b\u7684\u901a\u7528\u6027\u80fd\u548c\u4e13\u4e1a\u80fd\u529b\u90fd\u975e\u5e38\u5f3a\u3002\u4f46\u9057\u61be\u7684\u662f\uff0c\u4ed6\u4eec\u90fd\u6ca1\u6709\u900f\u660e\u5730\u516c\u5f00\u4ed6\u4eec\u7684\u8bad\u7ec3\u6570\u636e\u548c\u8bad\u7ec3\u914d\u65b9\u3002<\/section>\n<section><\/section>\n<section>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u5f00\u6e90\u540e\u8bad\u7ec3\u4e00\u76f4\u843d\u540e\u4e8e\u5c01\u95ed\u6a21\u578b\u3002\u5728 LMSYS \u7684 ChatBotArena \u6392\u884c\u699c\u4e0a\uff0c\u524d 50 \u540d\uff08\u622a\u81f3 2024 \u5e74 11 \u6708 20 \u65e5\uff09\u4e2d\u6ca1\u6709\u4efb\u4f55\u4e00\u4e2a\u6a21\u578b\u53d1\u5e03\u4e86\u5176\u540e\u8bad\u7ec3\u6570\u636e\u3002\u5373\u4f7f\u662f\u4e3b\u8981\u7684\u5f00\u653e\u6743\u91cd\u6a21\u578b\u4e5f\u4e0d\u4f1a\u53d1\u5e03\u4efb\u4f55\u6570\u636e\u6216\u7528\u4e8e\u5b9e\u73b0\u8fd9\u79cd\u540e\u8bad\u7ec3\u7684\u914d\u65b9\u7ec6\u8282\u3002<\/section>\n<section><\/section>\n<section>\u4e8e\u662f\uff0cAi2 \u4f3c\u4e4e\u770b\u4e0d\u4e0b\u53bb\u4e86\uff0c\u51b3\u5b9a\u5f00\u6e90\u4e00\u5207\uff01<\/section>\n<section><\/section>\n<section>T\u00fclu 3 \u6a21\u578b\u4e4b\u5916\uff0cAi2 \u8fd8\u53d1\u5e03\u4e86\u6240\u6709\u7684\u6570\u636e\u3001\u6570\u636e\u6df7\u5408\u65b9\u6cd5\u3001\u914d\u65b9\u3001\u4ee3\u7801\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u8bc4\u4f30\u6846\u67b6\uff01<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3788a81bf044f33f4bfab6af69181f54.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3788a81bf044f33f4bfab6af69181f54.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u6a21\u578b\uff1ahttps:\/\/huggingface.co\/allenai<\/p>\n<\/li>\n<li>\n<p>\u6280\u672f\u62a5\u544a\uff1ahttps:\/\/allenai.org\/papers\/tulu-3-report.pdf<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u96c6\uff1ahttps:\/\/huggingface.co\/collections\/allenai\/tulu-3-datasets-673b8df14442393f7213f372<\/p>\n<\/li>\n<li>\n<p>GitHub\uff1ahttps:\/\/github.com\/allenai\/open-instruct<\/p>\n<\/li>\n<li>\n<p>Demo\uff1ahttps:\/\/playground.allenai.org\/<\/p>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4e0b\u8868\u5c55\u793a\u4e86 Ai2 \u5f00\u6e90\u7684\u6a21\u578b\u3001\u6570\u636e\u96c6\u548c\u4ee3\u7801\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-11becf371651ae3edc94e8fbe8fb6fb2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-11becf371651ae3edc94e8fbe8fb6fb2.png\"><\/a><\/section>\n<section>Ai2 \u8868\u793a\uff0cT\u00fclu 3 \u7a81\u7834\u4e86\u540e\u8bad\u7ec3\u7814\u7a76\u7684\u754c\u9650\uff0c\u7f29\u5c0f\u4e86\u5f00\u653e\u548c\u5c01\u95ed\u5fae\u8c03\u914d\u65b9\u4e4b\u95f4\u7684\u6027\u80fd\u5dee\u8ddd\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u6b64\uff0c\u4ed6\u4eec\u521b\u5efa\u4e86\u65b0\u7684\u6570\u636e\u96c6\u548c\u65b0\u7684\u8bad\u7ec3\u6d41\u7a0b\u3002\u4ed6\u4eec\u8fd8\u63d0\u51fa\u4e86\u76f4\u63a5\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\u5728\u53ef\u9a8c\u8bc1\u95ee\u9898\u4e0a\u8bad\u7ec3\u7684\u65b0\u65b9\u6cd5\uff0c\u4ee5\u53ca\u4f7f\u7528\u6a21\u578b\u81ea\u5df1\u7684\u751f\u6210\u7ed3\u679c\u521b\u5efa\u9ad8\u6027\u80fd\u504f\u597d\u6570\u636e\u7684\u65b0\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u52a0\u4e0a\u66f4\u591a\u4f18\u5316\u7ec6\u8282\uff0c\u5f97\u5230\u7684 T\u00fclu 3 \u7cfb\u5217\u6a21\u578b\u660e\u663e\u4f18\u4e8e\u540c\u7b49\u89c4\u6a21\u7684\u5176\u5b83\u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a178e0fc3e742dc17ba6d9946dbf95ac.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a178e0fc3e742dc17ba6d9946dbf95ac.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a08B \u6a21\u578b\u5728\u5404\u57fa\u51c6\u4e0a\u7684\u8868\u73b0<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-eb6b54788a4e44045a3402f5418b2339.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-eb6b54788a4e44045a3402f5418b2339.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 70B \u6a21\u578b\u5728\u5404\u57fa\u51c6\u4e0a\u7684\u8868\u73b0<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>T\u00fclu 3 \u662f\u5982\u4f55\u70bc\u6210\u7684\uff1f \u00a0<\/strong><\/section>\n<section><\/section>\n<section>Ai2 \u5728\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u7684\u57fa\u7840\u4e0a\uff0c\u901a\u8fc7\u56db\u4e2a\u9636\u6bb5\u7684\u540e\u8bad\u7ec3\u65b9\u6cd5\u751f\u6210 T\u00fclu 3 \u6a21\u578b\uff08\u89c1\u56fe 1\uff09\u3002\u8fd9\u5957\u8bad\u7ec3\u6d41\u7a0b\u7ed3\u5408\u4e86\u5f3a\u5316\u5b66\u4e60\u4e2d\u7684\u65b0\u7b97\u6cd5\u6539\u8fdb\u3001\u5c16\u7aef\u57fa\u7840\u8bbe\u65bd\u548c\u4e25\u683c\u7684\u5b9e\u9a8c\uff0c\u4ee5\u4fbf\u5728\u5404\u4e2a\u8bad\u7ec3\u9636\u6bb5\u6574\u7406\u6570\u636e\u5e76\u4f18\u5316\u6570\u636e\u7ec4\u5408\u3001\u65b9\u6cd5\u548c\u53c2\u6570\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-91a33281299ac42b9acb0e7994fd6ac4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-91a33281299ac42b9acb0e7994fd6ac4.png\"><\/a><\/section>\n<section>\u8fd9\u4e9b\u9636\u6bb5\u5982\u4e0b\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<p>\u9636\u6bb5\u4e00\uff1a\u6570\u636e\u6574\u7406\u3002Ai2 \u6574\u7406\u4e86\u5404\u79cd\u63d0\u793a\uff08prompt\uff09\u4fe1\u606f\uff0c\u5e76\u5c06\u5176\u5206\u914d\u5230\u591a\u4e2a\u4f18\u5316\u9636\u6bb5\u3002\u4ed6\u4eec\u521b\u5efa\u4e86\u65b0\u7684\u5408\u6210\u63d0\u793a\uff0c\u6216\u5728\u53ef\u7528\u7684\u60c5\u51b5\u4e0b\uff0c\u4ece\u73b0\u6709\u6570\u636e\u96c6\u4e2d\u83b7\u53d6\u63d0\u793a\uff0c\u4ee5\u9488\u5bf9\u7279\u5b9a\u80fd\u529b\u3002\u4ed6\u4eec\u786e\u4fdd\u4e86\u63d0\u793a\u4e0d\u53d7\u8bc4\u4f30\u5957\u4ef6 T\u00fclu 3 EVAL \u7684\u6c61\u67d3\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-38f624b48b75e84c096c52c2d5804172.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-38f624b48b75e84c096c52c2d5804172.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u9636\u6bb5\u4e8c\uff1a\u76d1\u7763\u5fae\u8c03\u3002Ai2 \u5229\u7528\u7cbe\u5fc3\u6311\u9009\u7684\u63d0\u793a\u548c\u56de\u7b54\u7ed3\u679c\u8fdb\u884c\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u3002\u5728\u8bc4\u4f30\u6846\u67b6\u6307\u5bfc\u4e0b\uff0c\u4ed6\u4eec\u901a\u8fc7\u5168\u9762\u7684\u5b9e\u9a8c\uff0c\u786e\u5b9a\u6700\u7ec8\u7684 SFT \u6570\u636e\u548c\u8bad\u7ec3\u8d85\u53c2\u6570\uff0c\u4ee5\u589e\u5f3a\u76ee\u6807\u6838\u5fc3\u6280\u80fd\uff0c\u540c\u65f6\u4e0d\u5bf9\u5176\u4ed6\u6280\u80fd\u7684\u6027\u80fd\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-408072037dfd444a3807066f024b76ab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-408072037dfd444a3807066f024b76ab.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u9636\u6bb5\u4e09\uff1a\u504f\u597d\u5fae\u8c03\u3002Ai2 \u5c06\u504f\u597d\u5fae\u8c03 \u2014\u2014 \u7279\u522b\u662f DPO\uff08\u76f4\u63a5\u504f\u597d\u4f18\u5316\uff09\u2014\u2014 \u5e94\u7528\u4e8e\u6839\u636e\u9009\u5b9a\u7684\u63d0\u793a\u548c off-policy \u6570\u636e\u6784\u5efa\u7684\u65b0 on-policy \u5408\u6210\u504f\u597d\u6570\u636e\u3002\u4e0e SFT \u9636\u6bb5\u4e00\u6837\uff0c\u4ed6\u4eec\u901a\u8fc7\u5168\u9762\u7684\u5b9e\u9a8c\u6765\u786e\u5b9a\u6700\u4f73\u504f\u597d\u6570\u636e\u7ec4\u5408\uff0c\u4ece\u800c\u53d1\u73b0\u54ea\u4e9b\u6570\u636e\u683c\u5f0f\u3001\u65b9\u6cd5\u6216\u8d85\u53c2\u6570\u53ef\u5e26\u6765\u6539\u8fdb\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-2475cab57964c5c2c74e7a3f15cf46f8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-2475cab57964c5c2c74e7a3f15cf46f8.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u9636\u6bb5\u56db\uff1a\u5177\u6709\u53ef\u9a8c\u8bc1\u5956\u52b1\u7684\u5f3a\u5316\u5b66\u4e60\u3002Ai2 \u5f15\u5165\u4e86\u4e00\u4e2a\u65b0\u7684\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684\u540e\u8bad\u7ec3\u9636\u6bb5\uff0c\u8be5\u9636\u6bb5\u901a\u8fc7\u53ef\u9a8c\u8bc1\u5956\u52b1\uff08\u800c\u4e0d\u662f\u4f20\u7edf RLHF PPO \u8bad\u7ec3\u4e2d\u5e38\u89c1\u7684\u5956\u52b1\u6a21\u578b\uff09\u6765\u8bad\u7ec3\u6a21\u578b\u3002\u4ed6\u4eec\u9009\u62e9\u4e86\u7ed3\u679c\u53ef\u9a8c\u8bc1\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u6570\u5b66\u95ee\u9898\uff0c\u5e76\u4e14\u53ea\u6709\u5f53\u6a21\u578b\u7684\u751f\u6210\u88ab\u9a8c\u8bc1\u4e3a\u6b63\u786e\u65f6\u624d\u63d0\u4f9b\u5956\u52b1\u3002\u7136\u540e\uff0c\u4ed6\u4eec\u57fa\u4e8e\u8fd9\u4e9b\u5956\u52b1\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-464200208b1b010f1d1419a25b400877.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-464200208b1b010f1d1419a25b400877.png\"><\/a><\/section>\n<section>T\u00fclu 3 pipeline \u7684\u4e3b\u8981\u8d21\u732e\u5728\u4e8e\u6570\u636e\u3001\u65b9\u6cd5\u3001\u57fa\u7840\u8bbe\u65bd\u7684\u6539\u8fdb\u548c\u4e25\u683c\u7684\u8bc4\u4f30\u3002\u5176\u4e2d\u7684\u5173\u952e\u8981\u7d20\u5305\u62ec\uff1a\u00a0<\/section>\n<ul>\n<li>\n<p>\u6570\u636e\u8d28\u91cf\u3001\u51fa\u5904\u548c\u89c4\u6a21\uff1aAi2 \u901a\u8fc7\u4ed4\u7ec6\u8c03\u67e5\u53ef\u7528\u7684\u5f00\u6e90\u6570\u636e\u96c6\u3001\u5206\u6790\u5176\u51fa\u5904\u3001\u51c0\u5316\u6765\u83b7\u53d6\u63d0\u793a\uff0c\u5e76\u9488\u5bf9\u6838\u5fc3\u6280\u80fd\u7b56\u5212\u5408\u6210\u63d0\u793a\u3002\u4e3a\u786e\u4fdd\u6709\u6548\u6027\uff0c\u4ed6\u4eec\u8fdb\u884c\u4e86\u5168\u9762\u7684\u5b9e\u9a8c\uff0c\u7814\u7a76\u5b83\u4eec\u5bf9\u8bc4\u4f30\u5957\u4ef6\u7684\u5f71\u54cd\u3002\u4ed6\u4eec\u53d1\u73b0\u6709\u9488\u5bf9\u6027\u7684\u63d0\u793a\u5bf9\u63d0\u9ad8\u6838\u5fc3\u6280\u80fd\u5f88\u6709\u5f71\u54cd\uff0c\u800c\u771f\u5b9e\u4e16\u754c\u7684\u67e5\u8be2\uff08\u5982 WildChat\uff09\u5bf9\u63d0\u9ad8\u901a\u7528\u804a\u5929\u80fd\u529b\u5f88\u91cd\u8981\u3002\u5229\u7528 T\u00fclu 3 EVAL \u51c0\u5316\u5de5\u5177\uff0c\u4ed6\u4eec\u53ef\u4ee5\u786e\u4fdd\u63d0\u793a\u4e0d\u4f1a\u6c61\u67d3\u8bc4\u4f30\u5957\u4ef6\u3002<\/p>\n<\/li>\n<li>\n<p>\u521b\u5efa\u591a\u6280\u80fd SFT \u6570\u636e\u96c6\u3002\u901a\u8fc7\u5229\u7528\u4e0d\u540c\u6570\u636e\u6df7\u5408\u7ed3\u679c\u8fdb\u884c\u51e0\u8f6e\u6709\u76d1\u7763\u5fae\u8c03\uff0cAi2 \u4f18\u5316\u4e86\u300c\u901a\u7528\u300d\u548c\u300c\u7279\u5b9a\u6280\u80fd\u300d\u7c7b\u522b\u4e2d\u63d0\u793a\u7684\u5206\u5e03\u3002\u4f8b\u5982\uff0c\u4e3a\u4e86\u63d0\u9ad8\u6570\u5b66\u63a8\u7406\u80fd\u529b\uff0cAi2 \u9996\u5148\u901a\u8fc7\u521b\u5efa\u6570\u5b66\u4e13\u4e1a\u6a21\u578b\u5728\u8bc4\u4f30\u5957\u4ef6\u4e2d\u5efa\u7acb\u4e00\u4e2a\u4e0a\u9650\uff0c\u7136\u540e\u6df7\u5408\u6570\u636e\uff0c\u4f7f\u901a\u7528\u6a21\u578b\u66f4\u63a5\u8fd1\u8fd9\u4e2a\u4e0a\u9650\u3002<\/p>\n<\/li>\n<li>\n<p>\u7f16\u6392\u4e00\u4e2a On-Policy \u504f\u597d\u6570\u636e\u96c6\u3002Ai2 \u5f00\u53d1\u4e86\u4e00\u4e2a on-policy \u6570\u636e\u7f16\u6392 pipeline\uff0c\u4ee5\u6269\u5c55\u504f\u597d\u6570\u636e\u96c6\u751f\u6210\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4ed6\u4eec\u6839\u636e\u7ed9\u5b9a\u7684\u63d0\u793a\u4ece T\u00fclu 3-SFT \u548c\u5176\u4ed6\u6a21\u578b\u4e2d\u751f\u6210\u5b8c\u6210\u7ed3\u679c\uff0c\u5e76\u901a\u8fc7\u6210\u5bf9\u6bd4\u8f83\u83b7\u5f97\u504f\u597d\u6807\u7b7e\u3002\u4ed6\u4eec\u7684\u65b9\u6cd5\u6269\u5c55\u5e76\u6539\u8fdb\u4e86 Cui et al. [2023] \u63d0\u51fa\u7684 off-policy \u504f\u597d\u6570\u636e\u751f\u6210\u65b9\u6cd5\u3002\u901a\u8fc7\u5bf9\u504f\u597d\u6570\u636e\u8fdb\u884c\u7cbe\u5fc3\u7684\u591a\u6280\u80fd\u9009\u62e9\uff0c\u4ed6\u4eec\u83b7\u5f97\u4e86 354192 \u4e2a\u7528\u4e8e\u504f\u597d\u8c03\u6574\u7684\u5b9e\u4f8b\uff0c\u5c55\u793a\u4e86\u4e00\u7cfb\u5217\u4efb\u52a1\u7684\u663e\u7740\u6539\u8fdb\u3002<\/p>\n<\/li>\n<li>\n<p>\u504f\u597d\u8c03\u6574\u7b97\u6cd5\u8bbe\u8ba1\u3002Ai2 \u5bf9\u51e0\u79cd\u504f\u597d\u8c03\u6574\u7b97\u6cd5\u8fdb\u884c\u4e86\u5b9e\u9a8c\uff0c\u89c2\u5bdf\u5230\u4f7f\u7528\u957f\u5ea6\u5f52\u4e00\u5316\uff08 length-normalized\uff09\u76f4\u63a5\u504f\u597d\u4f18\u5316\u7684\u6027\u80fd\u6709\u6240\u63d0\u9ad8\u3002\u4ed6\u4eec\u5728\u5b9e\u9a8c\u4e2d\u4f18\u5148\u8003\u8651\u4e86\u7b80\u5355\u6027\u548c\u6548\u7387\uff0c\u5e76\u5728\u6574\u4e2a\u5f00\u53d1\u8fc7\u7a0b\u548c\u6700\u7ec8\u6a21\u578b\u8bad\u7ec3\u4e2d\u4f7f\u7528\u4e86\u957f\u5ea6\u5f52\u4e00\u5316\u76f4\u63a5\u504f\u597d\u4f18\u5316\u7b97\u6cd5\uff0c\u800c\u4e0d\u662f\u5bf9\u57fa\u4e8e PPO \u7684\u65b9\u6cd5\u8fdb\u884c\u6210\u672c\u66f4\u9ad8\u7684\u7814\u7a76\u3002<\/p>\n<\/li>\n<li>\n<p>\u5177\u6709\u53ef\u9a8c\u8bc1\u5956\u52b1\u7684\u7279\u5b9a\u6280\u80fd\u5f3a\u5316\u5b66\u4e60\u3002Ai2 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-2f7a87bea8a2c7f74d880e4f4c55ae6c.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u7528\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684\u8bad\u7ec3\u57fa\u7840\u8bbe\u65bd\u3002Ai2 \u5b9e\u73b0\u4e86\u4e00\u79cd\u5f02\u6b65\u5f0f\u5f3a\u5316\u5b66\u4e60\u8bbe\u7f6e\uff1a\u901a\u8fc7 vLLM \u9ad8\u6548\u5730\u8fd0\u884c LLM \u63a8\u7406\uff0c\u800c\u5b66\u4e60\u5668\u8fd8\u4f1a\u540c\u65f6\u6267\u884c\u68af\u5ea6\u66f4\u65b0\u3002\u5e76\u4e14 Ai2 \u8fd8\u8868\u793a\u4ed6\u4eec\u7684\u5f3a\u5316\u5b66\u4e60\u4ee3\u7801\u5e93\u7684\u6269\u5c55\u6027\u80fd\u975e\u5e38\u597d\uff0c\u53ef\u7528\u4e8e\u8bad\u7ec3 70B RLVR \u7b56\u7565\u6a21\u578b\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6387a5f441f90cf8fd514ba683379e4f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6387a5f441f90cf8fd514ba683379e4f.png\"><\/a><\/section>\n<section><strong>T\u00fclu 3 \u7684\u8868\u73b0\u5982\u4f55\uff1f<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8bc4\u4f30 T\u00fclu 3 \u4ee5\u53ca\u5176\u5b83\u6a21\u578b\uff0cAi2 \u8bbe\u8ba1\u4e86\u4e00\u5957\u8bc4\u4f30\u6846\u67b6\uff0c\u5176\u4e2d\u5305\u542b\u4e00\u4e2a\u7528\u4e8e\u53ef\u91cd\u590d\u8bc4\u4f30\u7684\u5f00\u653e\u8bc4\u4f30\u5de5\u5177\u5305\u3001\u4e00\u5957\u7528\u4e8e\u8bc4\u4f30\u6307\u4ee4\u5fae\u8c03\u6a21\u578b\u7684\u6838\u5fc3\u6280\u80fd\u7684\u5957\u4ef6\uff08\u5177\u6709\u5206\u7acb\u7684\u5f00\u53d1\u548c\u7559\u5b58\u8bc4\u4f30\uff09\uff0c\u4ee5\u53ca\u4e00\u7ec4\u63a8\u8350\u8bbe\u7f6e\uff08\u57fa\u4e8e Ai2 \u5bf9\u5404\u79cd\u6a21\u578b\u7684\u5b9e\u9a8c\uff09\u2014\u2014Ai2 \u79f0\u4e4b\u4e3a T\u00fclu 3 Evaluation Regime\u3002<\/section>\n<section><\/section>\n<section>\u9664\u4e86\u8bc4\u4f30\u6700\u7ec8\u6a21\u578b\uff0c\u8be5\u6846\u67b6\u8fd8\u662f\u4e00\u4e2a\u5f00\u653e\u7684\u8bc4\u4f30\u5de5\u5177\u5957\u4ef6\uff0c\u65e8\u5728\u901a\u8fc7\u7cbe\u5fc3\u6311\u9009\u7684\u8bc4\u4f30\u5957\u4ef6\u548c\u51c0\u5316\u5de5\u5177\u6765\u5f15\u5bfc\u5f00\u53d1\u8fdb\u5ea6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-7708065b7bbfa82e416e5052d8983e66.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-7708065b7bbfa82e416e5052d8983e66.png\"><\/a><\/section>\n<section>\u4e0b\u9762\u5c55\u793a\u4e86\u4e00\u4e9b\u4e3b\u8981\u7684\u8bc4\u4f30\u7ed3\u679c\u3002\u53ef\u4ee5\u770b\u5230\uff0c\u540c\u7b49\u89c4\u6a21\u6027\uff0c\u5728\u8fd9\u4e9b\u57fa\u51c6\u4e0a\uff0cT\u00fclu 3 \u7684\u8868\u73b0\u975e\u5e38\u51fa\u8272\uff0c\u5176\u4e2d 70B \u7248\u672c\u7684\u5e73\u5747\u6027\u80fd\u751a\u81f3\u53ef\u4e0e Claude 3.5 Haiku \u6bd4\u80a9\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-7f6e29348f4d0b06f2b68e4e5396fc29.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-7f6e29348f4d0b06f2b68e4e5396fc29.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0cAi2 \u8fd8\u63d0\u51fa\u4e86\u4e24\u4e2a\u65b0\u7684\u8bc4\u4f30\u57fa\u51c6\uff1aIFEval-OOD \u548c HREF\u3002<\/section>\n<section><\/section>\n<section>IFEval-OOD \u7684\u76ee\u6807\u662f\u6d4b\u8bd5 LLM \u9075\u4ece\u7cbe\u786e\u6307\u4ee4\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u5b83\u4eec\u662f\u5426\u80fd\u591f\u9075\u4ece\u8d85\u51fa IFEval \u4e2d\u5305\u542b\u7684 25 \u4e2a\u7ea6\u675f\u7684\u6307\u4ee4\u7ea6\u675f\u3002IFEval-OOD \u5305\u542b 6 \u5927\u7c7b 52 \u4e2a\u7ea6\u675f\u3002<\/section>\n<section><\/section>\n<section>HREF \u7684\u5168\u79f0\u662f Human Reference-guided Evaluation of instruction Following\uff0c\u5373\u4eba\u7c7b\u504f\u597d\u6307\u5bfc\u7684\u6307\u4ee4\u9075\u4ece\u8bc4\u4f30\uff0c\u5176\u76ee\u6807\u662f\u81ea\u52a8\u8bc4\u4f30\u8bed\u8a00\u6a21\u578b\u9075\u4ece\u6307\u4ee4\u7684\u80fd\u529b\u3002HREF \u4e13\u6ce8\u4e8e\u8bed\u8a00\u6a21\u578b\u901a\u5e38\u8bad\u7ec3\u7684 11 \u4e2a\u6307\u4ee4\u9075\u4ece\u4efb\u52a1\uff0c\u5373\u5934\u8111\u98ce\u66b4\u3001\u5f00\u653e\u5f0f QA\u3001\u5c01\u95ed\u5f0f QA\u3001\u63d0\u53d6\u3001\u751f\u6210\u3001\u91cd\u5199\u3001\u603b\u7ed3\u3001\u5206\u7c7b\u3001\u6570\u503c\u63a8\u7406\u3001\u591a\u6587\u6863\u5408\u6210\u548c\u4e8b\u5b9e\u6838\u67e5\u3002<\/section>\n<section><\/section>\n<section>\u4e0b\u8868\u7ed9\u51fa\u4e86 T\u00fclu 3 \u4e0e\u5bf9\u6bd4\u6a21\u578b\u5728\u8fd9\u4e24\u4e2a\u65b0\u57fa\u51c6\u4ee5\u53ca\u5176\u5b83\u5df2\u6709\u57fa\u51c6\u4e0a\u7684\u8868\u73b0\uff0c\u5177\u4f53\u6d89\u53ca\u7684\u9886\u57df\u5305\u62ec\u77e5\u8bc6\u8c03\u7528\u3001\u63a8\u7406\u3001\u6570\u5b66\u3001\u7f16\u7a0b\u548c\u6307\u4ee4\u9075\u4ece\u3002\u9700\u8981\u6ce8\u610f\uff0c\u8fd9\u4e9b\u90fd\u662f Unseen \u57fa\u51c6\uff0c\u5373\u8fd9\u4e9b\u4efb\u52a1\u662f\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u672a\u89c1\u8fc7\u7684\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b2a26affdddb58a58d006417cf13f27b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b2a26affdddb58a58d006417cf13f27b.png\"><\/a><\/section>\n<section>\u5b89\u5168\u6027\u65b9\u9762\uff0c\u4ee5\u4e0b\u4e24\u8868\u5c55\u793a\u4e86 T\u00fclu 3 \u4e0e\u5bf9\u6bd4\u6a21\u578b\u5728\u4e24\u4e2a\u57fa\u51c6\u4e0a\u7684\u5b89\u5168\u5206\u6570\u3002\u6574\u4f53\u800c\u8a00\uff0c\u540c\u7b49\u89c4\u6a21\u4e0b\uff0cT\u00fclu 3 \u76f8\u8f83\u4e8e\u5176\u5b83\u5f00\u6e90\u6a21\u578b\u66f4\u6709\u4f18\u52bf\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-70a2b76fccb6ec88c6421fd6dd0a1d26.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-70a2b76fccb6ec88c6421fd6dd0a1d26.png\"><\/a><\/section>\n<section>\u6700\u540e\u5fc5\u987b\u8bf4\u660e\uff0c\u957f\u8fbe 73 \u9875\u7684 T\u00fclu 3 \u6280\u672f\u62a5\u544a\u4e2d\u8fd8\u5305\u542b\u5927\u91cf\u672c\u6587\u5e76\u672a\u63d0\u53ca\u7684\u7ec6\u8282\uff0c\u611f\u5174\u8da3\u7684\u8bfb\u8005\u5343\u4e07\u4e0d\u8981\u9519\u8fc7\u3002<\/section>\n<section><sup><br \/><\/sup><\/section>\n<section><sup><em>\u53c2\u8003\u94fe\u63a5\uff1a<\/em><\/sup><\/section>\n<section><sup><em>https:\/\/allenai.org\/blog\/tulu-3?includeDrafts<\/em><\/sup><\/section>\n<section><sup><em>https:\/\/x.com\/natolambert\/status\/1859643351441535345<\/em><\/sup><\/section>\n<section><em><sup>https:\/\/www.interconnects.ai\/p\/tulu-3<\/sup><\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-23-5\" target=\"_blank\">\u8fd9\u624d\u662f\u771f\u30fb\u5f00\u6e90\u6a21\u578b\uff01\u516c\u5f00\u300c\u540e\u8bad\u7ec3\u300d\u4e00\u5207\uff0c\u6027\u80fd\u8d85\u8d8aLlama 3.1 Instruct<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u8fd9\u624d\u662f\u771f\u30fb\u5f00\u6e90\u6a21\u578b\uff01\u516c [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68],"class_list":["post-36808","post","type-post","status-publish","format-standard","hentry","category-news","tag-68"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u8fd9\u624d\u662f\u771f\u30fb\u5f00\u6e90\u6a21\u578b\uff01\u516c\u5f00\u300c\u540e\u8bad\u7ec3\u300d\u4e00\u5207\uff0c\u6027\u80fd\u8d85\u8d8aLlama 3.1 Instruct - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=36808\" \/>\n<script type=\"application\/ld+json\" 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