{"id":35797,"date":"2024-12-31T23:00:11","date_gmt":"2024-12-31T15:00:11","guid":{"rendered":"https:\/\/17aitech.com\/?p=35797"},"modified":"2024-12-31T23:00:11","modified_gmt":"2024-12-31T15:00:11","slug":"%e5%88%9a%e5%88%9a%ef%bc%8cllama-3-2-%e6%9d%a5%e4%ba%86%ef%bc%81%e6%94%af%e6%8c%81%e5%9b%be%e5%83%8f%e6%8e%a8%e7%90%86%ef%bc%8c%e8%bf%98%e6%9c%89%e5%8f%af%e5%9c%a8%e6%89%8b%e6%9c%ba%e4%b8%8a%e8%bf%90","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35797","title":{"rendered":"\u521a\u521a\uff0cLlama 3.2 \u6765\u4e86\uff01\u652f\u6301\u56fe\u50cf\u63a8\u7406\uff0c\u8fd8\u6709\u53ef\u5728\u624b\u673a\u4e0a\u8fd0\u884c\u7684\u7248\u672c"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-26-5\" target=\"_blank\">\u521a\u521a\uff0cLlama 3.2 \u6765\u4e86\uff01\u652f\u6301\u56fe\u50cf\u63a8\u7406\uff0c\u8fd8\u6709\u53ef\u5728\u624b\u673a\u4e0a\u8fd0\u884c\u7684\u7248\u672c<\/a><\/p>\n<section>\u4eca\u5929\u51cc\u6668\uff0c\u5927\u65b0\u95fb\u4e0d\u65ad\u3002\u4e00\u8fb9\u662f OpenAI \u7684\u9ad8\u5c42<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650918321&amp;idx=1&amp;sn=0daa7a87eecb7dac8b1ab0500f63148a&amp;chksm=84e409cfb39380d906c45350679c12837a02578f3a13eb5880cfe50a7da66124634e580fda87&amp;scene=21#wechat_redirect\" target=\"_blank\">\u53c8<\/a><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650935932&amp;idx=1&amp;sn=d41ffe16b77703c20ce1dc83e0799d47&amp;chksm=84e7d602b3905f14a6d6772843b57411c9bac2ce0446936f007e030b35b764860eb53eae5ed4&amp;scene=21#wechat_redirect\" target=\"_blank\">\u53c8<\/a><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650935960&amp;idx=1&amp;sn=708bbf06925df214cb530a114c1095bc&amp;chksm=84e7d6e6b3905ff05152db86a01ab679482c7285b0c65f4fbc3290e03e50ac0ffad3422b5ded&amp;scene=21#wechat_redirect\" target=\"_blank\">\u53c8<\/a>\u52a8\u8361\u4e86\uff0c\u53e6\u4e00\u8fb9\u88ab\u8a89\u4e3a\u300c\u771f\u30fbOpen AI\u300d\u7684 Meta \u5bf9 Llama \u6a21\u578b\u6765\u4e86\u4e00\u6ce2\u5927\u66f4\u65b0\uff1a\u4e0d\u4ec5\u63a8\u51fa\u4e86\u652f\u6301\u56fe\u50cf\u63a8\u7406\u4efb\u52a1\u7684\u65b0\u4e00\u4ee3 Llama 11B \u548c 90B \u6a21\u578b\uff0c\u8fd8\u53d1\u5e03\u4e86\u53ef\u5728\u8fb9\u7f18\u548c\u79fb\u52a8\u8bbe\u5907\u4e0a\u7684\u8fd0\u884c\u7684\u8f7b\u91cf\u7ea7\u6a21\u578b Llama 3.2 1B \u548c 3B\u3002<\/section>\n<article>\n<section><\/section>\n<section>\u4e0d\u4ec5\u5982\u6b64\uff0cMeta \u8fd8\u6b63\u5f0f\u53d1\u5e03\u4e86 Llama Stack Distribution\uff0c\u5176\u53ef\u5c06\u591a\u4e2a API \u63d0\u4f9b\u5546\u6253\u5305\u5728\u4e00\u8d77\u4ee5\u4fbf\u6a21\u578b\u65b9\u4fbf\u5730\u8c03\u7528\u5404\u79cd\u5de5\u5177\u6216\u5916\u90e8\u6a21\u578b\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u8fd8\u53d1\u5e03\u4e86\u6700\u65b0\u7684\u5b89\u5168\u4fdd\u969c\u63aa\u65bd\u3002<\/section>\n<section><\/section>\n<section>\u771f\u30fbOpen AI \u8bda\u4e0d\u6211\u6b3a\uff01\u5404\u8def\u7f51\u53cb\u548c\u4f01\u4e1a\u90fd\u7eb7\u7eb7\u6fc0\u52a8\u5730\u70b9\u8d5e\u3002\u8981\u77e5\u9053\uff0c\u73b0\u5728\u8ddd\u79bb 7 \u6708 23 \u65e5 Llama 3.1 \u53d1\u5e03\u624d\u521a\u521a\u8fc7\u53bb 2 \u4e2a\u6708\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-41fa62ed471d7c5021dcbf6e358a480d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-41fa62ed471d7c5021dcbf6e358a480d.png\"><\/a><\/section>\n<section>Meta \u9996\u5e2d AI \u79d1\u5b66\u5bb6 Yann LeCun \u4e5f\u6b22\u5feb\u5730\u8868\u8fbe\u4e86\u81ea\u5df1\u7684\u559c\u60a6\uff1a\u300c\u4e56\u5b9d\u5b9d\u7f8a\u9a7c\uff01\u300d<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-7e2941ffe3e3f5a19eaebc4f69d0de14.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-7e2941ffe3e3f5a19eaebc4f69d0de14.png\"><\/a><\/section>\n<section>Meta \u4e5f\u501f\u6b64\u673a\u4f1a\u91cd\u7533\u4e86\u4ed6\u4eec\u4e00\u8d2f\u7684\u4e3b\u5f20\uff1a\u300c<strong>\u901a\u8fc7\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\uff0c\u6211\u4eec\u624d\u80fd\u786e\u4fdd\u8fd9\u4e9b\u521b\u65b0\u80fd\u591f\u53cd\u6620\u548c\u9020\u798f\u4e8e\u5176\u6240\u670d\u52a1\u7684\u5168\u7403\u793e\u533a\u3002\u6211\u4eec\u5c06\u901a\u8fc7 Llama 3.2 \u7ee7\u7eed\u63a8\u52a8\u8ba9\u5f00\u6e90\u6210\u4e3a\u6807\u51c6\u3002<\/strong>\u300d<\/section>\n<section><\/section>\n<section>Llama \u5bb6\u65cf\u662f\u5728\u4eca\u5929\u7684 Meta Connect 2024 \u5927\u4f1a\u4e0a\u8fce\u6765\u5347\u7ea7\u7684\u3002\u8fd9\u4e00\u6b21\uff0c\u6211\u4eec\u7ec8\u4e8e\u6709\u4e86\u53ef\u4ee5\u5728\u8fb9\u7f18\u8bbe\u5907\u548c\u79fb\u52a8\u8bbe\u5907\u4e0a\u672c\u5730\u8fd0\u884c\u7684\u8f7b\u91cf\u7ea7 LLM\uff08Llama 3.2 1B \u548c 3B\uff09\uff01\u540c\u65f6\uff0c\u5c0f\u578b\u548c\u4e2d\u578b\u7248\u672c\u4e5f\u83b7\u5f97\u4e86\u76f8\u5e94\u66f4\u65b0\uff0c\u53c2\u6570\u91cf\u4e5f\u90fd\u5404\u6709\u5927\u5e45\u589e\u591a\uff0c\u56e0\u4e3a\u5b83\u4eec\u90fd\u83b7\u5f97\u4e86\u4e00\u4e2a\u91cd\u5927\u5347\u7ea7\uff1a\u53ef\u4ee5\u5904\u7406\u89c6\u89c9\u6570\u636e\u4e86\uff01\u4e5f\u56e0\u6b64\uff0c\u5b83\u4eec\u7684\u6a21\u578b\u5361\u90fd\u52a0\u4e0a\u4e86 Vision \u6807\u7b7e\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>Llama 3.1 8B \u5347\u7ea7\u6210 Llama 3.2 11B Vision<\/section>\n<\/li>\n<li>\n<section>Llama 3.1 70B \u5347\u7ea7\u6210 Llama 3.2 90B Vision<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>Llama \u7cfb\u5217\u6a21\u578b\u53d1\u5e03\u81f3\u4eca\u4e0d\u8fc7\u4e00\u5e74\u534a\u65f6\u95f4\uff0c\u5176\u53d6\u5f97\u7684\u6210\u5c31\u7740\u5b9e\u8ba9\u4eba\u60ca\u53f9\u3002Meta \u8868\u793a\uff1a\u4eca\u5e74\uff0cLlama \u5b9e\u73b0\u4e86 10 \u500d\u7684\u589e\u957f\uff0c\u5e76\u5df2\u7ecf\u6210\u4e3a\u300c<strong>\u8d1f\u8d23\u4efb\u521b\u65b0<\/strong>\u300d\u7684\u6807\u51c6\u3002Llama \u6301\u7eed\u5728\u5f00\u653e\u6027\u3001\u53ef\u4fee\u6539\u6027\u548c\u6210\u672c\u6548\u7387\u65b9\u9762\u4fdd\u6301\u9886\u5148\u5730\u4f4d\uff0c\u5e76\u4e14\u8db3\u4ee5\u4e0e\u5c01\u95ed\u6a21\u578b\u7ade\u4e89 \u2014\u2014 \u751a\u81f3\u5728\u67d0\u4e9b\u9886\u57df\u8fd8\u5904\u4e8e\u9886\u5148\u5730\u4f4d\u3002<\/section>\n<section><\/section>\n<section>Meta \u8868\u793a\uff1a\u300c\u6211\u4eec\u76f8\u4fe1\u5f00\u653e\u80fd\u63a8\u52a8\u521b\u65b0\u5e76\u4e14\u662f\u6b63\u786e\u7684\u524d\u8fdb\u9053\u8def\uff0c\u56e0\u6b64\u6211\u4eec\u4f1a\u7ee7\u7eed\u5206\u4eab\u6211\u4eec\u7684\u7814\u7a76\u5e76\u4e0e\u6211\u4eec\u7684\u5408\u4f5c\u4f19\u4f34\u548c\u5f00\u53d1\u8005\u793e\u533a\u5408\u4f5c\u3002\u300d<\/section>\n<section><\/section>\n<section>\u73b0\u5728\u6211\u4eec\u9a6c\u4e0a\u5c31\u53ef\u4ee5\u5f00\u59cb\u4e0a\u624b\u4f53\u9a8c\uff1a<\/section>\n<ul>\n<li>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=35797\/#%E5%AE%98%E7%BD%91%E4%B8%8B%E8%BD%BD%EF%BC%9Ahttps_llamametacom\" >\u5b98\u7f51\u4e0b\u8f7d\uff1ahttps:\/\/llama.meta.com<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=35797\/#Hugging_Face%EF%BC%9Ahttps_huggingfacecometa-llama\" >Hugging Face\uff1ahttps:\/\/huggingface.co\/meta-llama<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=35797\/#%E6%A8%A1%E5%9E%8B%E8%AF%84%E4%BC%B0\" >\u6a21\u578b\u8bc4\u4f30<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=35797\/#%E8%A7%86%E8%A7%89%E6%A8%A1%E5%9E%8B\" >\u89c6\u89c9\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/17aitech.com\/?p=35797\/#%E8%BD%BB%E9%87%8F%E7%BA%A7%E6%A8%A1%E5%9E%8B\" >\u8f7b\u91cf\u7ea7\u6a21\u578b<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/17aitech.com\/?p=35797\/#_%E4%BB%A5%E4%B8%8A%E6%BC%94%E7%A4%BA%E5%9F%BA%E4%BA%8E%E4%B8%80%E4%B8%AA%E6%9C%AA%E5%8F%91%E5%B8%83%E7%9A%84%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\" >\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0\u00a0 \u00a0\u4ee5\u4e0a\u6f14\u793a\u57fa\u4e8e\u4e00\u4e2a\u672a\u53d1\u5e03\u7684\u91cf\u5316\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/17aitech.com\/?p=35797\/#_%E4%BB%A5%E4%B8%8A%E6%BC%94%E7%A4%BA%E5%9F%BA%E4%BA%8E%E4%B8%80%E4%B8%AA%E6%9C%AA%E5%8F%91%E5%B8%83%E7%9A%84%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B-2\" >\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u4ee5\u4e0a\u6f14\u793a\u57fa\u4e8e\u4e00\u4e2a\u672a\u53d1\u5e03\u7684\u91cf\u5316\u6a21\u578b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/17aitech.com\/?p=35797\/#Llama_Stack_%E5%8F%91%E8%A1%8C%E7%89%88\" >Llama Stack \u53d1\u884c\u7248<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/17aitech.com\/?p=35797\/#%E7%B3%BB%E7%BB%9F%E7%BA%A7%E5%AE%89%E5%85%A8\" >\u7cfb\u7edf\u7ea7\u5b89\u5168<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/17aitech.com\/?p=35797\/#%E5%8F%82%E8%80%83%E9%93%BE%E6%8E%A5%EF%BC%9Ahttps_aimetacomblogllama-3-2-connect-2024-vision-edge-mobile-devices\" >\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/ai.meta.com\/blog\/llama-3-2-connect-2024-vision-edge-mobile-devices\/<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h4><span class=\"ez-toc-section\" id=\"%E5%AE%98%E7%BD%91%E4%B8%8B%E8%BD%BD%EF%BC%9Ahttps_llamametacom\"><\/span>\u5b98\u7f51\u4e0b\u8f7d\uff1ahttps:\/\/llama.meta.com<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/li>\n<li>\n<h4><span class=\"ez-toc-section\" id=\"Hugging_Face%EF%BC%9Ahttps_huggingfacecometa-llama\"><\/span>Hugging Face\uff1ahttps:\/\/huggingface.co\/meta-llama<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<\/li>\n<\/ul>\n<section>\u76ee\u524d Llama 3.2 \u6700\u5927\u7684\u4e24\u4e2a\u6a21\u578b 11B \u548c 90B \u90fd\u652f\u6301\u56fe\u50cf\u63a8\u7406\uff0c\u5305\u62ec\u6587\u6863\u7ea7\u7684\u56fe\u8868\u7406\u89e3\u3001\u56fe\u50cf\u63cf\u8ff0\u548c\u89c6\u89c9\u5b9a\u4f4d\u4efb\u52a1\uff0c\u6bd4\u5982\u76f4\u63a5\u6839\u636e\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u5b9a\u4f4d\u56fe\u50cf\u4e2d\u7684\u4e8b\u7269\u3002<\/section>\n<section><\/section>\n<section>\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u7528\u6237\u53ef\u4ee5\u63d0\u95ee\uff1a\u300c\u53bb\u5e74\u54ea\u4e2a\u6708\u7684\u9500\u552e\u60c5\u51b5\u6700\u597d\uff1f\u300d\u7136\u540e Llama 3.2 \u53ef\u4ee5\u6839\u636e\u53ef\u7528\u56fe\u8868\u8fdb\u884c\u63a8\u7406\u5e76\u5feb\u901f\u63d0\u4f9b\u7b54\u6848\u3002<\/section>\n<section><\/section>\n<section>\u81f3\u4e8e\u8f7b\u91cf\u7ea7\u7684 1B \u548c 3B \u7248\u672c\uff0c\u5219\u90fd\u662f\u7eaf\u6587\u672c\u6a21\u578b\uff0c\u4f46\u4e5f\u5177\u5907\u591a\u8bed\u8a00\u6587\u672c\u751f\u6210\u548c\u5de5\u5177\u8c03\u7528\u80fd\u529b\u3002Meta \u8868\u793a\uff0c\u8fd9\u4e9b\u6a21\u578b\u53ef\u8ba9\u5f00\u53d1\u8005\u6784\u5efa\u4e2a\u6027\u5316\u7684\u3001\u5728\u8bbe\u5907\u672c\u5730\u4e0a\u8fd0\u884c\u7684\u901a\u7528\u5e94\u7528 \u2014\u2014 \u8fd9\u7c7b\u5e94\u7528\u5c06\u5177\u5907\u5f88\u5f3a\u7684\u9690\u79c1\u6027\uff0c\u56e0\u4e3a\u6570\u636e\u65e0\u9700\u79bb\u5f00\u8bbe\u5907\u3002<\/section>\n<section><\/section>\n<section>\u5728\u672c\u5730\u8fd0\u884c\u8fd9\u4e9b\u6a21\u578b\u5177\u6709\u4e24\u5927\u4e3b\u8981\u4f18\u52bf\uff1a<\/section>\n<ul>\n<li>\n<section>\u63d0\u793a\u8bcd\u548c\u54cd\u5e94\u53ef\u4ee5\u5e26\u6765\u5373\u65f6\u5b8c\u6210\u7684\u611f\u89c9\uff0c\u56e0\u4e3a\u5904\u7406\u8fc7\u7a0b\u90fd\u5728\u672c\u5730\u8fdb\u884c\uff1b<\/section>\n<\/li>\n<li>\n<section>\u672c\u5730\u8fd0\u884c\u6a21\u578b\u65f6\uff0c\u65e0\u9700\u5c06\u6d88\u606f\u548c\u65e5\u5386\u7b49\u9690\u79c1\u4fe1\u606f\u4e0a\u4f20\u5230\u4e91\u7aef\uff0c\u4ece\u800c\u4fdd\u8bc1\u4fe1\u606f\u79c1\u5bc6\u3002\u7531\u4e8e\u5904\u7406\u662f\u5728\u672c\u5730\u8fdb\u884c\uff0c\u56e0\u6b64\u53ef\u8ba9\u5e94\u7528\u5224\u65ad\u54ea\u4e9b\u4efb\u52a1\u53ef\u4ee5\u5728\u672c\u5730\u5b8c\u6210\uff0c\u54ea\u4e9b\u9700\u8981\u501f\u52a9\u4e91\u7aef\u7684\u66f4\u5f3a\u5927\u6a21\u578b\u3002<\/section>\n<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E8%AF%84%E4%BC%B0\"><\/span><strong>\u6a21\u578b\u8bc4\u4f30<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<section><\/section>\n<section>Meta \u4e5f\u53d1\u5e03\u4e86 Llama 3.2 \u89c6\u89c9\u6a21\u578b\u7684\u8bc4\u4f30\u6570\u636e\u3002\u6574\u4f53\u6765\u8bf4\uff0c\u5176\u5728\u56fe\u50cf\u8bc6\u522b\u7b49\u4e00\u7cfb\u5217\u89c6\u89c9\u7406\u89e3\u4efb\u52a1\u4e0a\u8db3\u4ee5\u6bd4\u80a9\u4e1a\u754c\u9886\u5148\u7684\u57fa\u7840\u6a21\u578b Claude 3 Haiku \u548c GPT4o-mini\u3002\u53e6\u5916\uff0c\u5728\u6307\u4ee4\u9075\u4ece\u3001\u603b\u7ed3\u3001\u63d0\u793a\u8bcd\u91cd\u5199\u3001\u5de5\u5177\u4f7f\u7528\u7b49\u4efb\u52a1\u4e0a\uff0cLlama 3.2 3B \u6a21\u578b\u7684\u8868\u73b0\u4e5f\u4f18\u4e8e Gemma 2 2.6B \u548c Phi 3.5-mini\uff1b\u540c\u65f6 1B \u7684\u8868\u73b0\u4e0e Gemma \u76f8\u5f53\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bf4\uff0cMeta \u5728\u6d89\u53ca\u591a\u79cd\u8bed\u8a00\u7684 150 \u591a\u4e2a\u57fa\u51c6\u6570\u636e\u96c6\u4e0a\u5bf9 Llama 3.2 \u8fdb\u884c\u4e86\u8bc4\u4f30\u3002\u5bf9\u4e8e\u89c6\u89c9 LLM\uff0c\u8bc4\u4f30\u57fa\u51c6\u6d89\u53ca\u56fe\u50cf\u7406\u89e3\u548c\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b0a21b601ac5701894d5ab68f71eda8b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b0a21b601ac5701894d5ab68f71eda8b.png\"><\/a><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-41d118a3542e7f854ef75296f552fec7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-41d118a3542e7f854ef75296f552fec7.png\"><\/a><\/section>\n<h4><span class=\"ez-toc-section\" id=\"%E8%A7%86%E8%A7%89%E6%A8%A1%E5%9E%8B\"><\/span><strong>\u89c6\u89c9\u6a21\u578b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<section><\/section>\n<section>Llama 3.2 11B \u548c 90B \u6a21\u578b\u662f\u9996\u6279\u652f\u6301\u89c6\u89c9\u4efb\u52a1\u7684 Llama \u6a21\u578b\uff0c\u56e0\u6b64 Meta \u4e3a\u5176\u914d\u5907\u4e86\u652f\u6301\u56fe\u50cf\u63a8\u7406\u7684\u5168\u65b0\u6a21\u578b\u67b6\u6784\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bf4\uff0c\u4e3a\u4e86\u652f\u6301\u56fe\u50cf\u8f93\u5165\uff0cMeta \u8bad\u7ec3\u4e86\u4e00\u7ec4\u9002\u5e94\u5668\u6743\u91cd\uff08adapter weight\uff09\uff0c\u5176\u53ef\u5c06\u9884\u8bad\u7ec3\u7684\u56fe\u50cf\u7f16\u7801\u5668\u96c6\u6210\u5230\u9884\u8bad\u7ec3\u7684\u8bed\u8a00\u6a21\u578b\u4e2d\u3002\u8be5\u9002\u5e94\u5668\u7531\u4e00\u7cfb\u5217\u4ea4\u53c9\u6ce8\u610f\u5c42\u7ec4\u6210\uff0c\u8fd9\u4e9b\u5c42\u7684\u4f5c\u7528\u662f\u5c06\u56fe\u50cf\u7f16\u7801\u5668\u8868\u5f81\u9988\u9001\u7ed9\u8bed\u8a00\u6a21\u578b\u3002\u4e3a\u4e86\u5c06\u56fe\u50cf\u8868\u5f81\u4e0e\u8bed\u8a00\u8868\u5f81\u5bf9\u9f50\uff0cMeta \u5728\u300c\u6587\u672c &#8211; \u56fe\u50cf\u5bf9\u300d\u6570\u636e\u4e0a\u5bf9\u9002\u5e94\u5668\u8fdb\u884c\u4e86\u8bad\u7ec3\u3002\u5728\u9002\u5e94\u5668\u8bad\u7ec3\u671f\u95f4\uff0cMeta \u9009\u62e9\u66f4\u65b0\u56fe\u50cf\u7f16\u7801\u5668\u7684\u53c2\u6570\uff0c\u4f46\u5374\u6709\u610f\u4e0d\u66f4\u65b0\u8bed\u8a00\u6a21\u578b\u53c2\u6570\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u4fbf\u53ef\u4ee5\u4fdd\u6301\u6240\u6709\u7eaf\u6587\u672c\u80fd\u529b\u4e0d\u53d8\uff0c\u8ba9\u5f00\u53d1\u8005\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528 Llama 3.2 \u66ff\u4ee3 Llama 3.1\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u7684\u8bad\u7ec3\u6d41\u7a0b\u5206\u6210\u591a\u4e2a\u9636\u6bb5\u3002\u4ece\u5df2\u7ecf\u5b8c\u6210\u9884\u8bad\u7ec3\u7684 Llama 3.1 \u6587\u672c\u6a21\u578b\u5f00\u59cb\uff0c\u9996\u5148\uff0c\u6dfb\u52a0\u56fe\u50cf\u9002\u5e94\u5668\u548c\u7f16\u7801\u5668\uff0c\u7136\u540e\u5728\u5927\u89c4\u6a21\u6709\u566a\u58f0\u7684\u6210\u5bf9 (\u56fe\u50cf\uff0c\u6587\u672c) \u6570\u636e\u4e0a\u8fdb\u884c\u9884\u8bad\u7ec3\u3002\u63a5\u4e0b\u6765\uff0c\u5728\u4e2d\u7b49\u89c4\u6a21\u7684\u9ad8\u8d28\u91cf\u57df\u5185\u548c\u7ecf\u8fc7\u77e5\u8bc6\u589e\u5f3a\u7684 (\u56fe\u50cf\uff0c\u6587\u672c) \u5bf9\u6570\u636e\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002<\/section>\n<section><\/section>\n<section>\u5728\u540e\u8bad\u7ec3\u9636\u6bb5\uff0c\u518d\u4f7f\u7528\u4e0e\u6587\u672c\u6a21\u578b\u7c7b\u4f3c\u7684\u65b9\u6cd5\u8fdb\u884c\u591a\u8f6e\u5bf9\u9f50\uff0c\u8fd9\u4f1a\u7528\u5230\u76d1\u7763\u5f0f\u5fae\u8c03\u3001\u62d2\u7edd\u91c7\u6837\u548c\u76f4\u63a5\u504f\u597d\u4f18\u5316\u3002\u4ed6\u4eec\u8fd8\u4f7f\u7528\u4e86\u5408\u6210\u6570\u636e\u751f\u6210\uff0c\u5177\u4f53\u505a\u6cd5\u662f\u4f7f\u7528 Llama 3.1 \u6a21\u578b\u6765\u8fc7\u6ee4\u548c\u589e\u5f3a\u5728\u57df\u5185\u56fe\u50cf\u4e0a\u7684\u95ee\u9898\u548c\u7b54\u6848\uff0c\u5e76\u4f7f\u7528\u4e00\u4e2a\u5956\u52b1\u6a21\u578b\u6765\u7ed9\u6240\u6709\u5019\u9009\u7b54\u6848\u8fdb\u884c\u6392\u540d\uff0c\u4ece\u800c\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u5fae\u8c03\u6570\u636e\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u5f97\u5230\u9ad8\u5b89\u5168\u6027\u4e14\u6709\u7528\u7684\u6a21\u578b\uff0cMeta \u8fd8\u6dfb\u52a0\u4e86\u5b89\u5168\u7f13\u89e3\u6570\u636e\u3002<\/section>\n<section><\/section>\n<section>\u6700\u7ec8\uff0cMeta \u5f97\u5230\u4e86\u4e00\u7cfb\u5217\u540c\u65f6\u652f\u6301\u56fe\u50cf\u548c\u6587\u672c\u63d0\u793a\u8bcd\u7684\u6a21\u578b\uff0c\u5e76\u4e14\u6709\u80fd\u529b\u5728\u56fe\u50cf\u548c\u6587\u672c\u7ec4\u5408\u6570\u636e\u4e0a\u6267\u884c\u6df1\u5ea6\u7406\u89e3\u548c\u63a8\u7406\u3002Meta \u8bf4\uff1a\u300c\u5411\u7740\u5177\u5907\u66f4\u4e30\u5bcc\u667a\u80fd\u4f53\u80fd\u529b\u7684 Llama \u6a21\u578b\uff0c\u8fd9\u662f\u8fc8\u51fa\u7684\u53c8\u4e00\u6b65\u3002\u300d<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-57414c20016706e614e2d0b06da4c7dd.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-57414c20016706e614e2d0b06da4c7dd.gif\"><\/a><\/section>\n<h4><span class=\"ez-toc-section\" id=\"%E8%BD%BB%E9%87%8F%E7%BA%A7%E6%A8%A1%E5%9E%8B\"><\/span><strong>\u8f7b\u91cf\u7ea7\u6a21\u578b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<section><\/section>\n<section>\u6b63\u5982 Meta \u5728\u53d1\u5e03 Llama 3.1 \u65f6\u63d0\u5230\u7684\uff0c\u53ef\u4ee5\u5229\u7528\u5f3a\u5927\u7684\u6559\u5e08\u6a21\u578b\u6765\u521b\u5efa\u66f4\u5c0f\u7684\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5177\u6709\u66f4\u597d\u7684\u6027\u80fd\u3002Meta \u5bf9 1B \u548c 3B \u6a21\u578b\u8fdb\u884c\u4e86\u526a\u679d\u548c\u84b8\u998f\uff0c\u4f7f\u5b83\u4eec\u6210\u4e3a\u9996\u6279\u80fd\u591f\u5728\u8bbe\u5907\u4e0a\u9ad8\u6548\u8fd0\u884c\u7684\u8f7b\u91cf\u7ea7 Llama \u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u901a\u8fc7\u526a\u679d\u6280\u672f\uff0c\u80fd\u591f\u5728\u5c3d\u91cf\u4fdd\u7559\u539f\u6709\u77e5\u8bc6\u548c\u6027\u80fd\u7684\u524d\u63d0\u4e0b\uff0c\u663e\u8457\u51cf\u5c0f Llama \u7cfb\u5217\u6a21\u578b\u7684\u4f53\u79ef\u3002\u5728 1B \u548c 3B \u6a21\u578b\u7684\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0cMeta \u91c7\u7528\u4e86\u4e00\u6b21\u6027\u7684\u7ed3\u6784\u5316\u526a\u679d\u7b56\u7565\uff0c\u8fd9\u4e00\u7b56\u7565\u4ece Llama 3.1 \u7684 8B \u884d\u751f\u800c\u6765\u3002\u5177\u4f53\u6765\u8bf4\uff0cMeta \u7cfb\u7edf\u5730\u79fb\u9664\u4e86\u7f51\u7edc\u4e2d\u7684\u67d0\u4e9b\u90e8\u5206\uff0c\u5e76\u76f8\u5e94\u5730\u8c03\u6574\u4e86\u6743\u91cd\u548c\u68af\u5ea6\u7684\u89c4\u6a21\uff0c\u4ece\u800c\u6253\u9020\u51fa\u4e86\u4e00\u4e2a\u4f53\u79ef\u66f4\u5c0f\u3001\u6548\u7387\u66f4\u9ad8\u7684\u6a21\u578b\uff0c\u540c\u65f6\u786e\u4fdd\u4e86\u5b83\u80fd\u591f\u7ef4\u6301\u4e0e\u539f\u59cb\u7f51\u7edc\u76f8\u540c\u7684\u6027\u80fd\u6c34\u5e73\u3002<\/section>\n<section><\/section>\n<section>\u5728\u5b8c\u6210\u526a\u679d\u6b65\u9aa4\u4e4b\u540e\uff0cMeta \u5e94\u7528\u4e86\u77e5\u8bc6\u84b8\u998f\u6280\u672f\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u77e5\u8bc6\u84b8\u998f\u662f\u4e00\u79cd\u901a\u8fc7\u5927\u578b\u7f51\u7edc\u5411\u5c0f\u578b\u7f51\u7edc\u4f20\u6388\u77e5\u8bc6\u7684\u6280\u672f\uff0c\u5176\u6838\u5fc3\u601d\u8def\u662f\uff0c\u501f\u52a9\u6559\u5e08\u6a21\u578b\u7684\u6307\u5bfc\uff0c\u5c0f\u578b\u6a21\u578b\u80fd\u591f\u5b9e\u73b0\u6bd4\u72ec\u7acb\u8bad\u7ec3\u66f4\u4f18\u7684\u6027\u80fd\u3002\u5728 Llama 3.2 \u7684 1B \u548c 3B \u6a21\u578b\u4e2d\uff0cMeta \u5728\u6a21\u578b\u5f00\u53d1\u7684\u9884\u8bad\u7ec3\u9636\u6bb5\u5f15\u5165\u4e86 Llama 3.1 \u7684 8B \u548c 70B \u6a21\u578b\u7684\u8f93\u51fa\uff0c\u7528\u4f5c\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684 token \u7ea7\u76ee\u6807\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f5daa33097af1d8a28997a8636becb98.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f5daa33097af1d8a28997a8636becb98.png\"><\/a><\/section>\n<section>\u5728 post-training \u9636\u6bb5\uff0cMeta \u91c7\u7528\u4e86\u4e0e Llama 3.1 \u76f8\u4f3c\u7684\u65b9\u6cd5 \u2014\u2014 \u5728\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u591a\u8f6e\u5bf9\u9f50\uff0c\u5176\u4e2d\u6bcf\u4e00\u8f6e\u90fd\u5305\u62ec\u76d1\u7763\u5f0f\u5fae\u8c03\uff08SFT\uff09\u3001\u62d2\u7edd\u91c7\u6837\uff08RS\uff09\u548c\u76f4\u63a5\u504f\u597d\u4f18\u5316\uff08DPO\uff09\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bf4\uff0cMeta \u5c06\u4e0a\u4e0b\u6587\u7a97\u53e3\u957f\u5ea6\u6269\u5c55\u5230\u4e86 128K \u4e2a token\uff0c\u540c\u65f6\u4fdd\u6301\u4e0e\u9884\u8bad\u7ec3\u6a21\u578b\u76f8\u540c\u7684\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u63d0\u9ad8\u6a21\u578b\u7684\u6027\u80fd\uff0cMeta \u4e5f\u91c7\u7528\u4e86\u751f\u6210\u5408\u6210\u6570\u636e\u7684\u65b9\u6cd5\uff0c\u4ed6\u4eec\u7b5b\u9009\u9ad8\u8d28\u91cf\u7684\u6df7\u5408\u6570\u636e\uff0c\u6765\u4f18\u5316\u6a21\u578b\u5728\u603b\u7ed3\u3001\u91cd\u5199\u3001\u9075\u5faa\u6307\u4ee4\u3001\u8bed\u610f\u63a8\u7406\u548c\u4f7f\u7528\u5de5\u5177\u7b49\u591a\u79cd\u80fd\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-69e0118ac12e1a169cf7bb283478b6f7.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-69e0118ac12e1a169cf7bb283478b6f7.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b3086769b6df9fdbee21e6c63a7a9c54.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b3086769b6df9fdbee21e6c63a7a9c54.gif\"><\/a><\/section>\n<h5><span class=\"ez-toc-section\" id=\"_%E4%BB%A5%E4%B8%8A%E6%BC%94%E7%A4%BA%E5%9F%BA%E4%BA%8E%E4%B8%80%E4%B8%AA%E6%9C%AA%E5%8F%91%E5%B8%83%E7%9A%84%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B\"><\/span>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0<sup>\u00a0 \u00a0\u4ee5\u4e0a\u6f14\u793a\u57fa\u4e8e\u4e00\u4e2a\u672a\u53d1\u5e03\u7684\u91cf\u5316\u6a21\u578b<\/sup><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-5489eacc66c81de03f722160bd05c2d6.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-5489eacc66c81de03f722160bd05c2d6.gif\"><\/a><\/section>\n<h5><span class=\"ez-toc-section\" id=\"_%E4%BB%A5%E4%B8%8A%E6%BC%94%E7%A4%BA%E5%9F%BA%E4%BA%8E%E4%B8%80%E4%B8%AA%E6%9C%AA%E5%8F%91%E5%B8%83%E7%9A%84%E9%87%8F%E5%8C%96%E6%A8%A1%E5%9E%8B-2\"><\/span><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u4ee5\u4e0a\u6f14\u793a\u57fa\u4e8e\u4e00\u4e2a\u672a\u53d1\u5e03\u7684\u91cf\u5316\u6a21\u578b<\/sup><span class=\"ez-toc-section-end\"><\/span><\/h5>\n<section>\u5df2\u7ecf\u6709\u52a8\u4f5c\u5feb\u7684\u7f51\u53cb\u5bf9 Meta \u65b0\u53d1\u5e03\u7684\u8f7b\u91cf\u7ea7\u6a21\u578b\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002\u4ed6\u8868\u793a\u65b0\u7684 1B \u6a21\u578b\u7684\u80fd\u529b\u597d\u5f97\u51fa\u4eba\u610f\u6599\uff0c\u6bd5\u7adf\u8fd9\u4e2a\u6a21\u578b\u7684\u53c2\u6570\u91cf\u5982\u6b64\u4e4b\u5c0f\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4ed6\u8ba9 Llama 3.2 1B \u5206\u6790\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u4ee3\u7801\u5e93\uff0c\u7ed3\u679c\u53d1\u73b0\u5176\u8868\u73b0\u867d\u4e0d\u5b8c\u7f8e\uff0c\u4f46\u5df2\u7ecf\u76f8\u5f53\u4f18\u79c0\u4e86\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ff78b13e66e0ef48470b4dac88bad132.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ff78b13e66e0ef48470b4dac88bad132.png\"><\/a><\/section>\n<h4><span class=\"ez-toc-section\" id=\"Llama_Stack_%E5%8F%91%E8%A1%8C%E7%89%88\"><\/span><strong>Llama Stack \u53d1\u884c\u7248<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<section><\/section>\n<section>\u5728\u4e03\u6708\u4efd\uff0cMeta \u5c31\u53d1\u5e03\u4e86 \u5173\u4e8e Llama Stack API \u7684\u5f81\u6c42\u610f\u89c1\u7a3f\uff0c\u8fd9\u662f\u4e00\u4e2a\u6807\u51c6\u5316\u7684\u63a5\u53e3\uff0c\u7528\u4e8e\u89c4\u8303\u5de5\u5177\u94fe\u7ec4\u4ef6\uff08\u5fae\u8c03\u3001\u5408\u6210\u6570\u636e\u751f\u6210\uff09\u6765\u5b9a\u5236 Llama \u6a21\u578b\u5e76\u6784\u5efa\u4ee3\u7406\u5e94\u7528\u7a0b\u5e8f\u3002\u4ece\u90a3\u65f6\u8d77\uff0cMeta \u4e00\u76f4\u5728\u52aa\u529b\u4f7f API \u6210\u4e3a\u73b0\u5b9e\uff0c\u5e76\u4e3a\u63a8\u7406\u3001\u5de5\u5177\u4f7f\u7528\u548c RAG \u6784\u5efa\u4e86 API \u7684\u53c2\u8003\u5b9e\u73b0\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0cMeta \u8fd8\u5f15\u5165\u4e86 Llama Stack Distribution\uff0c\u4f5c\u4e3a\u4e00\u79cd\u5c06\u591a\u4e2a API \u63d0\u4f9b\u8005\u6253\u5305\u5728\u4e00\u8d77\u7684\u65b9\u5f0f\uff0c\u4ee5\u4fbf\u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e00\u4e2a\u5355\u4e00\u7684\u7aef\u70b9\u3002Meta \u73b0\u5728\u4e0e\u793e\u533a\u5206\u4eab\u4e00\u4e2a\u7b80\u5316\u548c\u4e00\u81f4\u7684\u4f53\u9a8c\uff0c\u8fd9\u5c06\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u5728\u591a\u79cd\u73af\u5883\u4e2d\u4f7f\u7528 Llama \u6a21\u578b\uff0c\u5305\u62ec\u672c\u5730\u3001\u4e91\u3001\u5355\u8282\u70b9\u548c\u8bbe\u5907\u4e0a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-af09001d888be1e0b5159b2daf8e35d5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-af09001d888be1e0b5159b2daf8e35d5.png\"><\/a><\/section>\n<section>Meta \u53d1\u5e03\u7684\u5b8c\u6574\u7cfb\u5217\u5305\u62ec\uff1a<\/section>\n<ol>\n<li>\n<section>Llama CLI\uff08\u547d\u4ee4\u884c\u754c\u9762\uff09\uff0c\u7528\u4e8e\u6784\u5efa\u3001\u914d\u7f6e\u548c\u8fd0\u884c Llama Stack \u53d1\u884c\u7248<\/section>\n<\/li>\n<li>\n<section>\u591a\u8bed\u8a00\u5ba2\u6237\u7aef\u4ee3\u7801\uff0c\u5305\u62ec Python\u3001Node\u3001Kotlin \u548c Swift<\/section>\n<\/li>\n<li>\n<section>Llama Stack Distribution Server \u548c Agents API Provider \u7684 Docker \u5bb9\u5668<\/section>\n<\/li>\n<li>\n<section>\u591a\u4e2a\u53d1\u884c\u7248<\/section>\n<\/li>\n<li>\n<\/p>\n<ol style=\"list-style-type: lower-alpha\">\n<li>\n<section>\u901a\u8fc7 Meta \u5185\u90e8\u5b9e\u73b0\u548c Ollama \u63d0\u4f9b\u7684\u5355\u8282\u70b9 Llama Stack \u53d1\u884c\u7248<\/section>\n<\/li>\n<li>\n<section>\u901a\u8fc7 AWS\u3001Databricks\u3001Fireworks \u548c Together \u63d0\u4f9b\u7684\u4e91 Llama Stack \u53d1\u884c\u7248<\/section>\n<\/li>\n<li>\n<section>\u901a\u8fc7 PyTorch ExecuTorch \u5728 iOS \u4e0a\u5b9e\u73b0\u7684\u8bbe\u5907\u4e0a Llama Stack \u53d1\u884c\u7248<\/section>\n<\/li>\n<li>\n<section>\u7531 Dell \u652f\u6301\u7684\u672c\u5730 Llama Stack \u53d1\u884c\u7248<\/section>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-72002f892549a8b72a05a40086f0b4e9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-72002f892549a8b72a05a40086f0b4e9.png\"><\/a><\/section>\n<h4><span class=\"ez-toc-section\" id=\"%E7%B3%BB%E7%BB%9F%E7%BA%A7%E5%AE%89%E5%85%A8\"><\/span><strong>\u7cfb\u7edf\u7ea7\u5b89\u5168<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<section><\/section>\n<section>Meta \u8868\u793a\uff0c\u91c7\u53d6\u5f00\u6e90\u7684\u65b9\u6cd5\u6709\u8bb8\u591a\u597d\u5904\uff0c\u5b83\u6709\u52a9\u4e8e\u786e\u4fdd\u4e16\u754c\u4e0a\u66f4\u591a\u7684\u4eba\u80fd\u591f\u83b7\u5f97\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u7684\u673a\u4f1a\uff0c\u9632\u6b62\u6743\u529b\u96c6\u4e2d\u5728\u5c11\u6570\u4eba\u624b\u4e2d\uff0c\u5e76\u901a\u8fc7\u793e\u4f1a\u66f4\u516c\u5e73\u3001\u66f4\u5b89\u5168\u5730\u90e8\u7f72\u6280\u672f\u3002\u300c\u968f\u7740\u6211\u4eec\u7ee7\u7eed\u521b\u65b0\uff0c\u6211\u4eec\u4e5f\u5e0c\u671b\u786e\u4fdd\u6211\u4eec\u6b63\u5728\u8d4b\u4e88\u5f00\u53d1\u8005\u6784\u5efa\u5b89\u5168\u548c\u8d1f\u8d23\u4efb\u7684\u7cfb\u7edf\u7684\u80fd\u529b\u3002\u300d<\/section>\n<section><\/section>\n<section>\u5728\u5148\u524d\u7684\u6210\u679c\u548c\u6301\u7eed\u652f\u6301\u8d1f\u8d23\u4efb\u521b\u65b0\u7684\u57fa\u7840\u4e0a\uff0cMeta \u5df2\u7ecf\u53d1\u5e03\u4e86\u6700\u65b0\u7684\u5b89\u5168\u4fdd\u969c\u63aa\u65bd\uff1a<\/section>\n<ul>\n<li>\n<section>\u9996\u5148\uff0c\u4ed6\u4eec\u53d1\u5e03\u4e86 Llama Guard 3 11B Vision\uff0c\u5b83\u65e8\u5728\u652f\u6301 Llama 3.2 \u7684\u65b0\u56fe\u50cf\u7406\u89e3\u80fd\u529b\uff0c\u5e76\u8fc7\u6ee4\u6587\u672c + \u56fe\u50cf\u8f93\u5165\u63d0\u793a\u6216\u8fd9\u4e9b\u63d0\u793a\u7684\u6587\u672c\u8f93\u51fa\u54cd\u5e94\u3002<\/section>\n<\/li>\n<li>\n<section>\u5176\u6b21\uff0c\u7531\u4e8e Meta \u53d1\u5e03\u4e86 1B \u548c 3B \u7684 Llama \u6a21\u578b\uff0c\u7528\u4e8e\u66f4\u53d7\u9650\u7684\u73af\u5883\uff0c\u5982\u8bbe\u5907\u4e0a\u4f7f\u7528\uff0c\u4ed6\u4eec\u8fd8\u4f18\u5316\u4e86 Llama Guard\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u5176\u90e8\u7f72\u6210\u672c\u3002Llama Guard 3 1B \u57fa\u4e8e Llama 3.2 1B \u6a21\u578b\uff0c\u7ecf\u8fc7\u526a\u679d\u548c\u91cf\u5316\uff0c\u5176\u5927\u5c0f\u4ece 2,858 MB \u51cf\u5c11\u5230 438 MB\uff0c\u4f7f\u5176\u90e8\u7f72\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8fd9\u4e9b\u65b0\u89e3\u51b3\u65b9\u6848\u5df2\u7ecf\u96c6\u6210\u5230 Meta \u7684\u53c2\u8003\u5b9e\u73b0\u3001\u6f14\u793a\u548c\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u5e76\u4e14\u4ece\u7b2c\u4e00\u5929\u8d77\u5c31\u53ef\u4f9b\u5f00\u6e90\u793e\u533a\u4f7f\u7528\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bd81d19c81e6f4b6403ae0ce20aa728d.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bd81d19c81e6f4b6403ae0ce20aa728d.gif\"><\/a><\/section>\n<h5><span class=\"ez-toc-section\" id=\"%E5%8F%82%E8%80%83%E9%93%BE%E6%8E%A5%EF%BC%9Ahttps_aimetacomblogllama-3-2-connect-2024-vision-edge-mobile-devices\"><\/span><em>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/ai.meta.com\/blog\/llama-3-2-connect-2024-vision-edge-mobile-devices\/<\/em><span class=\"ez-toc-section-end\"><\/span><\/h5>\n<\/article>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-26-5\" target=\"_blank\">\u521a\u521a\uff0cLlama 3.2 \u6765\u4e86\uff01\u652f\u6301\u56fe\u50cf\u63a8\u7406\uff0c\u8fd8\u6709\u53ef\u5728\u624b\u673a\u4e0a\u8fd0\u884c\u7684\u7248\u672c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u521a\u521a\uff0cLlama 3. 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