{"id":35504,"date":"2024-12-26T06:00:12","date_gmt":"2024-12-25T22:00:12","guid":{"rendered":"https:\/\/17aitech.com\/?p=35504"},"modified":"2024-12-26T06:00:12","modified_gmt":"2024-12-25T22:00:12","slug":"%e4%b8%a4%e4%b8%aa%e4%ba%ba%ef%bc%8c%e4%b8%89%e5%91%a8%e5%81%9a%e5%87%ba%e5%bc%80%e6%ba%90%e6%a8%a1%e5%9e%8b%e6%96%b0%e7%8e%8breflection-70b%ef%bc%9f%e9%9d%a0%e8%b0%b1%e5%90%97%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35504","title":{"rendered":"\u4e24\u4e2a\u4eba\uff0c\u4e09\u5468\u505a\u51fa\u5f00\u6e90\u6a21\u578b\u65b0\u738bReflection 70B\uff1f\u9760\u8c31\u5417\uff1f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-08\" target=\"_blank\">\u4e24\u4e2a\u4eba\uff0c\u4e09\u5468\u505a\u51fa\u5f00\u6e90\u6a21\u578b\u65b0\u738bReflection 70B\uff1f\u9760\u8c31\u5417\uff1f<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"9\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u6280\u672f\u62a5\u544a\u4e0b\u5468\u516c\u5e03\u3002<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section>\u6628\u5929\uff0c\u5f00\u6e90\u6a21\u578b\u9886\u57df\u8fce\u6765\u4e00\u5339\u9ed1\u9a6c \u2014\u2014 \u4e00\u4e2a\u540d\u4e3a Reflection 70B \u7684\u6a21\u578b\u6a2a\u626b MMLU\u3001MATH\u3001IFEval\u3001GSM8K\uff0c\u5728\u6bcf\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u90fd\u8d85\u8fc7\u4e86 GPT-4o\uff0c\u8fd8\u51fb\u8d25\u4e86 405B \u7684 Llama 3.1\uff0c\u6210\u4e3a\u5f00\u6e90\u6a21\u578b\u65b0\u738b\u3002\uff08\u53c2\u89c1\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650933233&amp;idx=1&amp;sn=5bc95222bcb2ab21995db9a52e9acffb&amp;chksm=84e7c38fb3904a99dcbca34c0fcf4979f247f308535eeb08abca9208750f461209baaf6e02d4&amp;scene=21#wechat_redirect\" target=\"_blank\">\u521a\u521a\uff0c\u5f00\u6e90\u5927\u6a21\u578b\u7684\u65b0\u738b\u8bde\u751f\u4e86\uff1a\u8d85\u8d8a GPT-4o\uff0c\u6a21\u578b\u8fd8\u80fd\u81ea\u52a8\u7ea0\u9519<\/a>\u300b\uff09<\/section>\n<section><\/section>\n<section>\u6a21\u578b\u53d1\u5e03\u540e\uff0c\u793e\u533a\u53cd\u5e94\u5f3a\u70c8\u3002\u5b98\u5ba3\u63a8\u6587\u76ee\u524d\u5df2\u7ecf\u6709\u4e86\u8d85\u8fc7 270 \u4e07\u6d4f\u89c8\u91cf\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-98b4912a716b6e0a4e50f0427f2bd6d4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-98b4912a716b6e0a4e50f0427f2bd6d4.png\"><\/a><\/p>\n<section>\u53e6\u5916\uff0c\u8be5\u9879\u76ee\u4e5f\u662f\u76ee\u524d HuggingFace \u4e0a\u6700\u70ed\u95e8\u7684\u9879\u76ee\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-1a2f8d4c585a424d77e75bd1bc0fcd15.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-1a2f8d4c585a424d77e75bd1bc0fcd15.png\"><\/a><\/p>\n<ul>\n<li>\n<section>Hugging Face\uff1ahttps:\/\/huggingface.co\/mattshumer\/Reflection-70B<\/section>\n<\/li>\n<li>\n<section>\u8bd5\u7528\u7f51\u5740\uff1ahttps:\/\/reflection-playground-production.up.railway.app\/<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u51fa\u4eba\u610f\u6599\u7684\u662f\uff0c\u8be5\u6a21\u578b\u4ec5\u7531\u4e24\u4f4d\u5f00\u53d1\u8005\u5728 3 \u5468\u7684\u65f6\u95f4\u5185\u5b8c\u6210\uff0c\u4e00\u4f4d\u662f\u53d1\u5e16\u7684 HyperWrite CEO Matt Shumer\uff0c\u53e6\u4e00\u4f4d\u662f AI \u521b\u4e1a\u516c\u53f8 Glaive AI \u7684\u521b\u59cb\u4eba Sahil Chaudhary\u3002\u4ed6\u4eec\u8868\u793a\uff0cReflection 70B \u7684\u5e95\u5c42\u6a21\u578b\u5efa\u7acb\u5728 Meta \u7684 Llama 3.1 70B Instruct \u4e0a\uff0c\u5e76\u4f7f\u7528\u539f\u59cb\u7684 Llama Chat \u683c\u5f0f\uff0c\u786e\u4fdd\u4e86\u4e0e\u73b0\u6709\u5de5\u5177\u548c pipeline \u7684\u517c\u5bb9\u6027\u3002<\/section>\n<section><\/section>\n<section>\u5728\u901a\u7528\u80fd\u529b\u4e4b\u5916\uff0cReflection 70B \u7684\u4eae\u70b9\u8fd8\u5305\u62ec\u300c\u9519\u8bef\u8bc6\u522b\u300d\u548c\u300c\u9519\u8bef\u7ea0\u6b63\u300d\u3002\u4ed6\u4eec\u7528\u5230\u4e86\u4e00\u79cd\u540d\u4e3a\u300cReflection-Tuning\uff08\u53cd\u601d\u5fae\u8c03\uff09\u300d\u7684\u6280\u672f\uff0c\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u5728\u6700\u7ec8\u786e\u5b9a\u56de\u590d\u4e4b\u524d\uff0c\u5148\u68c0\u6d4b\u81ea\u8eab\u63a8\u7406\u7684\u9519\u8bef\u5e76\u7ea0\u6b63\u3002\u5173\u4e8e\u8be5\u6280\u672f\uff0c\u6709\u7f51\u53cb\u7ffb\u51fa\u4e86 2023 \u5e74\u7684\u4e00\u7bc7\u540c\u540d\u8bba\u6587\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d17d30c80e01f89168c6fdc44079cc7e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d17d30c80e01f89168c6fdc44079cc7e.png\"><\/a><\/p>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2310.11716<\/section>\n<section><\/section>\n<section>\u8fd9\u7bc7\u8bba\u6587\u80cc\u540e\u7684\u56e2\u961f\u8fd8\u5728\u4eca\u5e74 6 \u6708\u53d1\u5e03\u4e86\u53e6\u4e00\u7bc7\u65b0\u8bba\u6587\u3002\u4e0d\u8fc7\uff0c\u6211\u4eec\u76ee\u524d\u8fd8\u65e0\u6cd5\u786e\u5b9a\u8fd9\u4e9b\u8bba\u6587\u4e0e Reflection 70B \u7684\u76f8\u5173\u6027\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-fd56579f75faf1bff03334779b90a1cf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-fd56579f75faf1bff03334779b90a1cf.png\"><\/a><\/p>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2402.10110<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0cReflection 70B \u7684\u4f18\u79c0\u8868\u73b0\u8fd8\u79bb\u4e0d\u5f00\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u7531 Glaive \u63d0\u4f9b\u3002\u8be5\u516c\u53f8\u53bb\u5e74\u83b7\u5f97\u4e86\u4e00\u8f6e 350 \u4e07\u7f8e\u5143\u7684\u79cd\u5b50\u8f6e\u878d\u8d44\uff0c\u66fe\u4ee5\u9ad8\u8d28\u91cf\u3001\u4efb\u52a1\u7279\u5b9a\u6570\u636e\u5e2e\u52a9\u4e00\u4e9b\u5c0f\u578b\u6a21\u578b\u53d6\u5f97\u8fc7\u6210\u529f\u3002<\/section>\n<section><\/section>\n<section>\u76ee\u524d\uff0c\u4e0d\u5c11\u7f51\u53cb\u5df2\u7ecf\u5f00\u59cb\u6d4b\u8bd5 Reflection 70B\uff0c\u5e76\u53cd\u9988\u4e86\u4e00\u4e9b\u79ef\u6781\u7ed3\u679c\u3002\u6bd4\u5982\u9762\u5bf9\u4e00\u4e2a\u5173\u4e8e\u676f\u5b50\u548c\u786c\u5e01\u7684\u95ee\u9898\uff08\u5148\u628a\u786c\u5e01\u653e\u5165\u676f\u5b50\uff0c\u518d\u628a\u676f\u5b50\u653e\u5230\u5e8a\u4e0a\uff0c\u7136\u540e\u628a\u676f\u5b50\u7ffb\u8f6c\u8fc7\u6765\uff0c\u786c\u5e01\u4f1a\u5728\u54ea\u91cc\uff1f\uff09\uff0c\u6a21\u578b\u4f1a\u53cd\u590d\u53cd\u601d\u81ea\u5df1\u7684\u7b54\u6848\uff0c\u5e76\u7ed9\u51fa\u4e00\u4e2a\u8003\u8651\u5230\u5404\u79cd\u7279\u6b8a\u60c5\u51b5\u7684\u6700\u7ec8\u7b54\u6848\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-dc3d241b21d87206460b478c297a54c2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-dc3d241b21d87206460b478c297a54c2.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-78dc7b12f0cc1133db9873af549c901c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-78dc7b12f0cc1133db9873af549c901c.png\"><\/a><\/p>\n<section>\u4e0d\u8fc7\uff0c\u4e5f\u6709\u4eba\u6d4b\u8bd5\u540e\u8868\u793a\u6a21\u578b\u80fd\u529b\u88ab\u5938\u5927\u4e86\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-465713366621d96be23606b3733d1be6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-465713366621d96be23606b3733d1be6.png\"><\/a><\/p>\n<p>\u5f53\u8981\u6c42\u6a21\u578b\u601d\u8003 strawberry \u4e2d\u6709\u591a\u5c11\u4e2a r \u65f6\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-627731dc15ce34d6296992897d0b1157.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-627731dc15ce34d6296992897d0b1157.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-329db9e6dbda07caddbfea7d947f0869.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-329db9e6dbda07caddbfea7d947f0869.png\"><\/a><\/p>\n<section>\u4e0d\u8fc7\uff0cReflection 70B \u7684\u53d1\u5e03\u53ea\u662f Reflection \u7cfb\u5217\u7684\u5f00\u7aef\uff0c405B \u7248\u672c\u4e5f\u5df2\u7ecf\u5728\u8bad\u7ec3\u4e86\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-dd2a30c2fd66d79376584c717d46828c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-dd2a30c2fd66d79376584c717d46828c.png\"><\/a><\/p>\n<section>\u5728\u7ecf\u8fc7\u4e86\u4e00\u5929\u7684\u53d1\u9175\u540e\uff0c\u4e24\u4f4d\u4f5c\u8005\u4e5f\u9996\u6b21\u9732\u9762\uff0c\u5728\u4e00\u6863\u8bbf\u8c08\u8282\u76ee\u4e2d\u62ab\u9732\u4e86\u5173\u4e8e\u8be5\u6a21\u578b\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\uff0c\u5e76\u8868\u793a\u5c06\u5728\u4e0b\u5468\u53d1\u5e03 Reflection 70B \u7684\u6280\u672f\u62a5\u544a\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650933464&amp;idx=1&amp;sn=dc8bd194436bf5fc380ce426a1c61385&amp;chksm=84e7cca6b39045b0d2463c7e5c15dad1e9957789e860d57b5ddc7e6744f14a081b4134bbb863&amp;token=1744357801&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-07a9ccceae34353e2f0c844f8b0b3a79.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-07a9ccceae34353e2f0c844f8b0b3a79.png\"><\/a><\/a><\/section>\n<section>\u89c6\u9891\u5730\u5740\uff1ahttps:\/\/www.youtube.com\/live\/5_m-kN64Exc<\/section>\n<section><\/section>\n<section>\u673a\u5668\u4e4b\u5fc3\u5bf9\u89c6\u9891\u4e2d\u7684\u4fe1\u606f\u8fdb\u884c\u4e86\u6574\u7406\u62a5\u9053\u3002<\/section>\n<section><\/section>\n<section><strong>Reflection 70B \u70ed\u6f6e\u548c\u5b83\u7684\u5f00\u53d1\u8005<\/strong><\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0cShumer \u548c Chaudhary \u5206\u522b\u505a\u4e86\u81ea\u6211\u4ecb\u7ecd\u3002<\/section>\n<section><\/section>\n<section>Shumer \u8868\u793a\u81ea\u5df1\u5728 12 \u5c81\u65f6\u5c31\u5728\u521b\u4e1a\u4e86\uff0c\u4f46\u9057\u61be\u7684\u662f\u4ed6\u5e76\u672a\u5206\u4eab\u6709\u5173\u8fd9\u6bb5\u6709\u8da3\u7ecf\u5386\u7684\u66f4\u591a\u7ec6\u8282\u3002\u51e0\u5e74\u524d\uff0c\u4ed6\u4e0a\u5927\u5b66\u65f6\u521b\u7acb\u4e86 OthersideAI\uff08HyperWrite \u7684\u524d\u8eab\uff09\uff0c\u8be5\u516c\u53f8\u76ee\u524d\u4f9d\u7136\u5f88\u6d3b\u8dc3\u3002<\/section>\n<section><\/section>\n<section>Chaudhary \u5219\u8bf4\u4ffa\u4e5f\u4e00\u6837\uff0c\u5728 AI \u521b\u4e1a\u4e0a\u5de5\u4f5c\u597d\u51e0\u5e74\u4e86\u3002\u5728\u6b64\u4e4b\u524d\uff0c\u4ed6\u66fe\u5728\u4e00\u5bb6\u540d\u4e3a Banana \u7684\u516c\u53f8\u5de5\u4f5c\uff0c\u8be5\u516c\u53f8\u7684\u4e1a\u52a1\u5305\u62ec\u6784\u5efa\u670d\u52a1\u5668\u7b49\u3002\u90a3\u65f6\u5019\u4ed6\u610f\u8bc6\u5230\u4eba\u4eec\u96be\u4ee5\u6258\u7ba1\u81ea\u5b9a\u4e49\u6a21\u578b\uff0c\u56e0\u4e3a\u8981\u62e5\u6709\u7279\u5b9a\u4e8e\u7528\u4f8b\u7684\u9ad8\u6027\u80fd\u81ea\u5b9a\u4e49\u6a21\u578b\uff0c\u5c31\u9700\u8981\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3002\u4e8e\u662f\u4ed6\u51b3\u5b9a\u521b\u7acb Glaive AI \u3002<\/section>\n<section><\/section>\n<section>Chaudhary \u8bf4\u8be5\u516c\u53f8\u672c\u8d28\u4e0a\u662f\u4e00\u5bb6\u5e73\u53f0\u516c\u53f8\uff0c\u53ef\u8ba9\u7528\u6237\u4f7f\u7528\u4ed6\u4eec\u7684\u5408\u6210\u6570\u636e\u6a21\u62df\u7ba1\u9053\u6d41\u7a0b\u6784\u5efa\u81ea\u5df1\u7684\u7279\u5b9a\u6570\u636e\u96c6\u5e76\u6301\u7eed\u8fdb\u884c\u8fed\u4ee3\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e HyperWrite\uff0cShumer \u8bf4\uff1a\u300c\u6700\u521d\u5173\u4e8e HyperWrite \u7684\u60f3\u6cd5\u662f\uff0c\u6211\u4eec\u80fd\u4e0d\u80fd\u521b\u9020\u4e00\u4e2a\u80fd\u4e3a\u4f60\u5199\u90ae\u4ef6\u7684 AI\uff1f\u300d\u4ed6\u8bf4\u5b9e\u9645\u4e0a HyperWrite \u662f\u7b2c\u4e00\u5bb6\u4f7f\u7528\u5f00\u653e\u751f\u6210\u5f0f AI \u6a21\u578b\u6765\u5f00\u5c55\u4e1a\u52a1\u5e76\u83b7\u5f97 VC \u652f\u6301\u7684\u516c\u53f8\u3002<\/section>\n<section><\/section>\n<section>\u76ee\u524d\uff0c\u8be5\u516c\u53f8\u5df2\u7ecf\u79ef\u7d2f\u4e86\u6570\u767e\u4e07\u7528\u6237\u5e76\u4e14\u5df2\u7ecf\u6709\u4e86\u4e0a\u767e\u4e07\u6536\u5165\uff08\u56e0\u6b64\u8fd9\u662f\u4e00\u4e2a\u5df2\u76c8\u5229\u7684\u53ef\u6301\u7eed\u4e1a\u52a1\uff09\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u8bf4\uff0c\u6700\u521d\u8fd9\u4e2a\u60f3\u6cd5\u662f\u5728\u4e00\u6b21\u5ea6\u5047\u65f6\u4ea7\u751f\u7684\u3002\u4ed6\u90a3\u65f6\u60f3\u7740\u505a\u4e00\u4e9b\u6709\u5229\u4e8e\u751f\u4ea7\u529b\u7684\u4e8b\u60c5 \u2014\u2014 \u5b9e\u9645\u4e0a\u8fd9\u4e2a\u60f3\u6cd5\u5df2\u7ecf\u6301\u7eed\u4e86\u76f8\u5f53\u957f\u65f6\u95f4\u3002\u4f46\u90a3\u65f6\u5019\u4ed6\u4e0b\u5b9a\u4e86\u51b3\u5fc3\uff0c\u8054\u7cfb\u4e86 Chaudhary \u5e76\u5f00\u59cb\u5408\u4f5c\u3002<\/section>\n<section><\/section>\n<section><strong>\u800c\u8fd9\u4ef6\u4e8b\u5176\u5b9e\u4ec5\u4ec5\u53d1\u751f\u5728\u5927\u6982\u4e09\u5468\u4e4b\u524d\uff01<\/strong><\/section>\n<section><\/section>\n<section>\u542c\u5230\u662f\u4e09\u5468\u4e4b\u524d\uff0c\u8ba9\u4e3b\u6301\u4eba\u6df1\u611f\u9707\u60ca\u3002\u4ed6\u4e0d\u5f97\u4e0d\u518d\u6b21\u63d0\u95ee\uff1a\u300c\u6211\u4eec\u660e\u786e\u4e00\u4e0b\uff0c\u6240\u4ee5\u4f60\u4ea7\u751f\u4e86\u8fd9\u4e2a\u60f3\u6cd5\uff0c\u7136\u540e\u8054\u7cfb Sahil\uff0c\u6574\u7f16\u6570\u636e\u96c6\uff0c\u5fae\u8c03\u6a21\u578b\u5e76\u5b8c\u6210\u4e86\u53d1\u5e03\uff0c\u4ec5\u4ec5\u7528\u4e86\u4e09\u5468\uff1f\u300d<\/section>\n<section><\/section>\n<section>Shumer \u8bf4\uff1a\u300c\u662f\u7684\uff0c\u6211\u77e5\u9053\u8fd9\u542c\u8d77\u6765\u5f88\u75af\u72c2\u3002\u300d\u4ed6\u8ba4\u4e3a\u73b0\u5728\u5f88\u591a\u4eba\u4f4e\u4f30\u4e86\u73b0\u6709\u8d44\u6e90\u6240\u80fd\u8fbe\u6210\u7684\u6210\u5c31\u3002\u4eba\u4eec\u90fd\u628a\u76ee\u5149\u653e\u5728\u5927\u578b AI \u5b9e\u9a8c\u5ba4\u8eab\u4e0a \u2014\u2014 \u4ed6\u4eec\u6709\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u9884\u7b97\u3002\u5c11\u9884\u7b97\u3001\u5c11\u65f6\u95f4\u7684\u5c0f\u56e2\u961f\u770b\u8d77\u6765\u4f3c\u4e4e\u6ca1\u6709\u5e0c\u671b\u3002\u300c\u4f46 Sahil \u548c\u6211\u8fd8\u662f\u505a\u51fa\u4e86\u8fd9\u4e2a\uff0c\u800c\u8fd9\u751a\u81f3\u4e0d\u7b97\u662f\u6211\u4eec\u7684\u91cd\u70b9\u9879\u76ee\u3002\u300d<\/section>\n<section><\/section>\n<section>\u4ed6\u8868\u793a\u8fd9\u5176\u5b9e\u4e00\u79cd\u601d\u8003\u95ee\u9898\u7684\u4e0d\u540c\u65b9\u5f0f\u3002\u800c Reflection 70B \u6210\u529f\u7684\u5173\u952e\u662f\u6570\u636e\u96c6\uff0cGlaive AI \u4f7f\u8fd9\u4e00\u5207\u6210\u4e3a\u4e86\u53ef\u80fd\u3002\u4ed6\u8bf4\uff1a\u300c\u53ea\u8981\u6211\u4eec\u77e5\u9053\u81ea\u5df1\u5728\u8ffd\u6c42\u4ec0\u4e48\uff0c\u4e00\u65e6\u60f3\u6cd5\u6210\u7acb\uff0c\u5c31\u5f88\u5bb9\u6613\u4ed8\u8bf8\u5b9e\u8df5\u3002\u300d<\/section>\n<section><\/section>\n<section><strong>Reflection 70B \u7684\u8bbe\u8ba1\u601d\u8def<\/strong><\/section>\n<section><\/section>\n<section>Shumer \u8868\u793a\uff0c\u4eba\u4eec\u666e\u904d\u8ba4\u4e3a LLM \u5df2\u7ecf\u5230\u4e86\u6709\u80fd\u529b\u601d\u8003\u7684\u7a0b\u5ea6\u3002\u5b83\u4eec\u80fd\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53cd\u6620\u4eba\u7c7b\u7684\u601d\u7ef4\u65b9\u5f0f\uff0c\u5c31\u50cf\u662f\u4eba\u5728\u5185\u5fc3\u4e0e\u81ea\u5df1\u5bf9\u8bdd\u3002\u5f53\u4eca\u7684 LLM \u53ef\u4ee5\u901a\u8fc7\u601d\u7ef4\u94fe\uff08CoT\uff09\u6765\u505a\u5230\u8fd9\u4e00\u70b9\u3002<\/section>\n<section><\/section>\n<section>Shumer \u63d0\u51fa\u4e86\u4e00\u4e2a\u601d\u8def\uff1a\u4eba\u4f1a\u72af\u9519\uff0cLLM \u4e5f\u4f1a\u5728\u601d\u7ef4\u8fc7\u7a0b\u4e2d\u51fa\u9519\u3002\u4eba\u5728\u72af\u9519\u65f6\u4f1a\u53cd\u601d\uff0c\u7136\u540e\u56de\u5934\u8fdb\u884c\u4fee\u6b63\u3002\u90a3\u4e48\u80fd\u4e0d\u80fd\u5c06\u8fd9\u4e2a\u673a\u5236\u5f15\u5165 LLM \u5462\uff1f<\/section>\n<section><\/section>\n<section>\u4f46\u5b9e\u9645\u4e0a LLM \u5f88\u96be\u6ce8\u610f\u5230\u81ea\u5df1\u7684\u9519\u8bef\u3002\u4ed6\u4e3e\u4e86\u4e2a\u4f8b\u5b50\uff1a\u4ed6\u66fe\u8ba9 LLM \u8ba1\u7b97 2+2 \u4e4b\u540e\u518d\u4e58\u4ee5 7\uff0c\u7ed3\u679c LLM \u4e00\u5f00\u59cb\u5c31\u8ba1\u7b97\u5f97\u51fa 2+2=5\u3002\u8fd9\u65f6\u5019\u5b83\u5c31\u5047\u8bbe\u81ea\u5df1\u5df2\u7ecf\u662f\u5bf9\u7684\u4e86\uff0c\u7136\u540e\u7ee7\u7eed\u6267\u884c\u540e\u9762\u7684\u64cd\u4f5c\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u65f6\u5019\uff0c\u5982\u679c\u80fd\u8ba9 LLM \u53cd\u601d\u81ea\u5df1\u6bcf\u4e00\u6b65\u7684\u7b54\u6848\uff0c\u90a3\u4e48\u5c31\u80fd\u8ba9\u6a21\u578b\u53d8\u5f97\u66f4\u806a\u660e\u3001\u66f4\u53ef\u9760\u3001\u66f4\u51c6\u786e\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u5c31\u662f Reflection 70B \u7684\u8bad\u7ec3\u601d\u8def\uff0c\u4e5f\u662f\u5176\u5f97\u540d Reflection\uff08\u53cd\u601d\uff09\u7684\u539f\u56e0\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u521b\u9020\u4e86\u4e00\u79cd\u540d\u4e3a spliting \u7684\u7b56\u7565\uff0c\u5c31\u662f\u8ba9\u6a21\u578b\u72af\u9519\u4e86\uff0c\u5c31\u8ba9\u6a21\u578b\u72af\u66f4\u591a\u9519\uff08\u8fd9\u5f88\u5bb9\u6613\uff09\uff0c\u7136\u540e\u518d\u53bb\u4fee\u6b63\u5b83\u4eec\u3002\u8fd9\u6837\u4fbf\u80fd\u591f\u8ba9\u6a21\u578b\u7684\u6027\u80fd\u4fdd\u6301\u4e0d\u53d8\u4e43\u81f3\u63d0\u5347\uff0c\u6bd5\u7adf\u6a21\u578b\u5c31\u7b97\u72af\u9519\u4e86\uff0c\u4e5f\u53ef\u4ee5\u4fee\u6b63\u56de\u6765\u3002\u4e0d\u8fc7 Shumer \u4e5f\u8868\u793a\u8be5\u7b56\u7565\u8fd8\u4f9d\u7136\u662f\u9996\u4e2a\u7248\u672c\uff0c\u5e76\u4e0d\u5b8c\u7f8e\u3002\u4f46\u8003\u8651\u5230\u8fd9\u4e2a\u8fc7\u7a0b\u4ec5\u6709\u4e09\u5468\u65f6\u95f4\uff0c\u4e5f\u7740\u5b9e\u8ba9\u4eba\u60ca\u53f9\u4e86\u3002<\/section>\n<section><\/section>\n<section>\u6570\u636e\u65b9\u9762\u5219\u4e3b\u8981\u7531 Chaudhary \u8d1f\u8d23\uff0c\u4ed6\u8868\u793a\u4ed6\u4eec\u4f7f\u7528\u7684\u6570\u636e\u91cf\u5e76\u4e0d\u5982\u4eba\u4eec\u9884\u671f\u7684\u90a3\u6837\u5927\uff0c\u5e76\u4e14\u5176\u4e2d\u5927\u591a\u662f\u4ed6\u4eec\u751f\u6210\u7684\u5408\u6210\u6570\u636e\u3002\u00a0<\/section>\n<section><\/section>\n<section>\u4ed6\u8bf4\u4ed6\u4eec\u4e00\u5f00\u59cb\u53ea\u6709 1 \u00a0\u4e07\u4e2a\u6837\u672c\uff0c\u4ed6\u4eec\u68c0\u67e5\u4e86\u4e00\u4e0b\u6548\u679c\uff0c\u7136\u540e\u5c06\u5176\u6269\u589e\u5230\u4e86 10 \u4e07\u4e2a\u6837\u672c\uff0c\u5176\u4e2d\u5305\u62ec\u4e00\u4e9b\u4ee3\u7801\u6570\u636e\u548c\u63a8\u7406\u6570\u636e\u7b49\u3002\u300c<strong>\u6211\u4eec\u7684\u76ee\u6807\u5e76\u4e0d\u662f\u83b7\u53d6\u5927\u91cf\u6570\u636e\u5e76\u6559\u4f1a\u6a21\u578b\u5982\u4f55\u63a8\u7406\uff0c\u800c\u672c\u8d28\u4e0a\u662f\u6559\u4f1a\u6a21\u578b\u8ba4\u8bc6\u5230\u81ea\u5df1\u7684\u9519\u8bef\u3002<\/strong>\u300d<\/section>\n<section><\/section>\n<section>\u4ed6\u63d0\u5230\u4e4b\u524d\u5df2\u6709\u7814\u7a76\u8868\u660e\uff0c\u901a\u8fc7\u8ba9\u5e38\u89c4\u7684\u6307\u4ee4\u6a21\u578b\u8fdb\u884c\u53cd\u601d\uff0c\u5c31\u80fd\u63d0\u5347\u5176\u6027\u80fd\u3002\u4ed6\u4e3e\u4f8b\u8bf4\uff0c\u5c31\u7b97\u662f Claude 3.5 Sonnet \u8fd9\u6837\u7684\u6a21\u578b\uff0c\u8f93\u51fa\u4e2d\u4e5f\u7ecf\u5e38\u51fa\u73b0\u5f88\u591a\u504f\u89c1\uff0c\u6a21\u578b\u603b\u662f\u76f8\u4fe1\u81ea\u5df1\u7684\u7ed3\u679c\u662f\u6b63\u786e\u7684\u3002<\/section>\n<section><\/section>\n<section>\u5728\u751f\u6210\u5408\u6210\u6570\u636e\u65f6\u4e5f\u4f1a\u51fa\u73b0\u8fd9\u6837\u7684\u95ee\u9898\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4ed6\u4eec\u4f7f\u7528\u4e86\u5fae\u8c03\u8fc7\u7684\u8bed\u8a00\u6a21\u578b\u6765\u751f\u6210\u5408\u6210\u6570\u636e\u3002Chaudhary \u8bf4\uff1a\u300c\u5f53\u6211\u4eec\u7b2c\u4e00\u6b21\u5c1d\u8bd5\u751f\u6210\u53cd\u601d\u6570\u636e\u65f6\uff0c\u6211\u4eec\u53d1\u73b0\u5c31\u7b97\u8981\u6c42\u6a21\u578b\u771f\u6b63\u72af\u9519\u7136\u540e\u8fdb\u884c\u53cd\u601d\uff0c\u6a21\u578b\u5374\u53c8\u5f88\u96be\u505a\u5230\u8fd9\u4e00\u70b9\u3002\u300d\u4e0d\u8ba9\u6a21\u578b\u72af\u9519\u65f6\u5b83\u8001\u51fa\u9519\uff0c\u8ba9\u5b83\u51fa\u9519\u65f6\u5b83\u53c8\u505a\u4e0d\u5230\u3002\u4e8e\u662f\u5fae\u8c03\u7684\u4e3b\u8981\u76ee\u6807\u662f\u8ba9\u6a21\u578b\u72af\u9519\u5e76\u53cd\u601d\u548c\u7ea0\u6b63\u9519\u8bef\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u88ab\u95ee\u5230\u4e3a\u4ec0\u4e48\u8fd9\u4e00\u7b56\u7565\u4f18\u4e8e\u7cfb\u7edf\u63d0\u793a\u8bcd\uff08system prompt\uff09\u65b9\u6cd5\u65f6\uff0cShumer \u8c08\u5230\u4e86\u81ea\u5df1\u7684\u7ecf\u5386\uff1a\u300c\u6211\u4ece 2019 \u5e74 GPT-2 \u65f6\u4ee3\u5f00\u59cb\u5c31\u5df2\u7ecf\u5728\u505a\u63d0\u793a\u8bcd\u5de5\u7a0b\u4e86\u3002\u6211\u53d1\u73b0\u5982\u679c\u4f60\u53ea\u662f\u8981\u6c42\u6a21\u578b\u8fd9\u6837\u505a\uff0c\u800c\u4e0d\u9488\u5bf9\u6027\u5730\u8fdb\u884c\u8bad\u7ec3\uff0c\u90a3\u5c31\u4f1a\u51fa\u73b0\u4e00\u4e9b\u95ee\u9898\u3002\u300d<\/section>\n<section><\/section>\n<section>\u4e00\u4e2a\u95ee\u9898\u662f\u6a21\u578b\u8fc7\u4e8e\u81ea\u4fe1\u3002<\/section>\n<section><\/section>\n<section>\u53e6\u4e00\u4e2a\u95ee\u9898\u5f88\u5947\u602a\uff1a\u6a21\u578b\u4f1a\u6545\u610f\u72af\u4e00\u4e9b\u672c\u6765\u4e0d\u4f1a\u72af\u7684\u9519\u3002\u7531\u4e8e\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u63d0\u5230\u4e86\u53cd\u601d\u9519\u8bef\uff0c\u800c\u6a21\u578b\u53ef\u80fd\u53c8\u975e\u5e38\u60f3\u8981\u9075\u5b88\u8fd9\u4e9b\u7cfb\u7edf\u63d0\u793a\u8bcd\u3002\u4e3a\u4e86\u8fdb\u884c\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u6307\u793a\u7684\u300c\u53cd\u601d\u300d\uff0c\u5b83\u5c31\u5f97\u72af\u9519\u3002\u4f46\u5b9e\u9645\u4e0a\uff0c\u6211\u4eec\u53ea\u5e0c\u671b\u5728\u6709\u9700\u8981\u65f6\u8ba9\u6a21\u578b\u53cd\u601d\u3002<\/section>\n<section><\/section>\n<section>\u4e8b\u5b9e\u8bc1\u660e\u8fd9\u4e00\u7b56\u7565\u7684\u6548\u679c\u5f88\u597d\uff0c\u8ba9 70B \u6a21\u578b\u7684\u6027\u80fd\u8d85\u8fc7\u4e86 405B \u6a21\u578b\u3002\u800c\u8be5\u56e2\u961f\u8fd8\u5728\u79ef\u6781\u7b79\u5212\u6253\u9020 405B \u53c2\u6570\u91cf\u7684 Reflection \u6a21\u578b\u3002Shumer \u8bf4\uff1a\u300c\u6211\u4eec\u9884\u8ba1 405B \u4f1a\u5f88\u75af\u72c2\u3002\u300d<\/section>\n<section><\/section>\n<section>\u8fd9\u4e2a\u7b56\u7565\u7684\u6574\u4f53\u601d\u8def\u5176\u5b9e\u5f88\u7b80\u5355\u3002Shumer \u8bf4\uff1a\u300c\u8fd9\u5c31\u662f\u90a3\u4e9b\u770b\u4f3c\u611a\u8822\u53c8\u663e\u800c\u6613\u89c1\u7684\u60f3\u6cd5\u4e4b\u4e00\uff0c\u6ca1\u6709\u4eba\u771f\u6b63\u60f3\u8fc7\u8981\u53bb\u505a\u3002\u300d\u4ed6\u8bf4\u5f88\u591a\u5b9e\u9a8c\u5ba4\u7684\u601d\u7ef4\u6a21\u5f0f\u8fc7\u4e8e\u6280\u672f\u5316\uff0c\u4f46\u5b9e\u9645\u4e0a\u6709\u65f6\u5019\u7b80\u5355\u7684\u65b9\u6cd5\u4e5f\u5b8c\u5168\u53ef\u884c\u3002\u5c31\u50cf 2018 \u5e74\u524d\u540e\u90a3\u6bb5\u65f6\u95f4\uff0c\u5f88\u591a\u4eba\u5728\u5fd9\u7740\u5f00\u53d1\u65b0\u67b6\u6784\uff0c\u4f46\u5b9e\u9645\u4e0a\u6b63\u786e\u7684\u505a\u6cd5\u662f\u6269\u5c55\u73b0\u6709\u7684\u67b6\u6784\u3002<\/section>\n<section><\/section>\n<section>\u5728\u5b9e\u9645\u7684\u6267\u884c\u8fc7\u7a0b\u4e2d\uff0c\u8fd9\u4f1a\u7528\u5230\u4e00\u79cd\u540d\u4e3a\u601d\u8003\u6807\u7b7e\uff08thinking tag\uff09\u7684\u673a\u5236\u3002\u6a21\u578b\u4f1a\u5728\u8fd9\u4e2a\u6807\u7b7e\u5185\u90e8\u8fdb\u884c\u53cd\u601d\uff0c\u76f4\u5230\u5b83\u5f97\u5230\u6b63\u786e\u7b54\u6848\u6216\u8ba4\u4e3a\u81ea\u5df1\u5f97\u5230\u4e86\u6b63\u786e\u7b54\u6848\u3002\u4e0d\u540c\u7684\u7528\u6237\u6216\u670d\u52a1\u5546\u5728\u5f00\u53d1\u5e94\u7528\u754c\u9762\u65f6\uff0c\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u5411\u7528\u6237\u5c55\u793a\u8fd9\u4e2a\u6807\u7b7e\u7684\u5185\u5bb9 \u2014\u2014 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\u500d<\/section>\n<\/li>\n<li>\n<section>\u5982\u679c\u4f7f\u7528\u6258\u7ba1 API\uff0c\u5219\u53ef\u80fd\u4f1a\u6709\u5ef6\u8fdf\u95ee\u9898\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u81f3\u4e8e Reflection \u662f\u5426\u4f1a\u6709\u652f\u6301\u4e00\u822c\u7528\u6237\u672c\u5730\u8fd0\u884c\u7684 8B \u7248\u672c\uff0cShumer \u8868\u793a\u4ed6\u4eec\u5176\u5b9e\u9996\u5148\u5c31\u8bad\u7ec3\u4e86\u4e00\u4e2a 8B \u7248\u672c\uff0c\u4f46\u5176\u76f8\u8f83\u4e8e\u975e\u53cd\u601d\u7684 8B \u6a21\u578b\u63d0\u5347\u4e0d\u5927\u3002\u800c 70B \u6a21\u578b\u7684\u63d0\u5347\u5c31\u975e\u5e38\u660e\u663e\u4e86\u3002Shumer \u8ba4\u4e3a\u4e0e\u5176\u53bb\u4f18\u5316\u4e00\u4e2a\u5f88\u5feb\u5c31\u4f1a\u8fc7\u65f6\u7684 8B 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\/><\/sup><\/em><\/section>\n<section><em><sup>https:\/\/x.com\/MatthewBerman\/status\/1832096560970395704<\/sup><\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-08\" target=\"_blank\">\u4e24\u4e2a\u4eba\uff0c\u4e09\u5468\u505a\u51fa\u5f00\u6e90\u6a21\u578b\u65b0\u738bReflection 70B\uff1f\u9760\u8c31\u5417\uff1f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u4e24\u4e2a\u4eba\uff0c\u4e09\u5468\u505a\u51fa\u5f00\u6e90\u6a21 [&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 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