{"id":9704,"date":"2024-08-01T15:16:00","date_gmt":"2024-08-01T07:16:00","guid":{"rendered":"https:\/\/17aitech.com\/?p=9704"},"modified":"2024-10-08T15:12:47","modified_gmt":"2024-10-08T07:12:47","slug":"%e3%80%90%e8%af%be%e7%a8%8b%e6%80%bb%e7%bb%93%e3%80%91day19%ef%bc%88%e4%b8%8a%ef%bc%89%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%ae%80%e4%bb%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=9704","title":{"rendered":"\u3010\u8bfe\u7a0b\u603b\u7ed3\u3011day19\uff08\u4e0a\uff09\uff1a\u5927\u6a21\u578b\u7b80\u4ecb"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 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 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class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/17aitech.com\/?p=9704\/#%22%E5%A4%A7%22%E6%A8%A1%E5%9E%8B%E5%B1%82%E6%95%B0\" >&quot;\u5927&quot;\u6a21\u578b\u5c42\u6570<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/17aitech.com\/?p=9704\/#%E2%80%9C%E5%A4%A7%E2%80%9D%E5%8F%82%E6%95%B0%E6%95%B0%E9%87%8F\" >\u201c\u5927\u201d\u53c2\u6570\u6570\u91cf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/17aitech.com\/?p=9704\/#%22%E5%A4%A7%22%E7%AE%97%E5%8A%9B%E9%9C%80%E6%B1%82\" >&quot;\u5927&quot;\u7b97\u529b\u9700\u6c42<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/17aitech.com\/?p=9704\/#%22%E5%A4%A7%22%E6%95%B0%E6%8D%AE%E8%A7%84%E6%A8%A1\" >&quot;\u5927&quot;\u6570\u636e\u89c4\u6a21<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/17aitech.com\/?p=9704\/#%22%E5%A4%A7%22%E7%94%B5%E5%8A%9B%E9%9C%80%E6%B1%82\" >&quot;\u5927&quot;\u7535\u529b\u9700\u6c42<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/17aitech.com\/?p=9704\/#AIGC%E7%94%9F%E6%88%90%E5%BC%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E5%BA%94%E7%94%A8\" >AIGC\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/17aitech.com\/?p=9704\/#%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E7%B1%BB%E5%9E%8B\" >\u4eba\u5de5\u667a\u80fd\u7c7b\u578b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/17aitech.com\/?p=9704\/#%E6%80%9D%E8%80%83\" >\u601d\u8003<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/17aitech.com\/?p=9704\/#%E5%8F%82%E8%80%83%E8%B5%84%E6%96%99\" >\u53c2\u8003\u8d44\u6599<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E5%89%8D%E8%A8%80\"><\/span>\u524d\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7ec8\u4e8e\uff0c\u6211\u4eec\u7684\u8bfe\u7a0b\u5c06\u8981\u8fdb\u5165\u5230\u5f53\u524d\u6700\u4e3a\u706b\u70ed\u7684\u5927\u6a21\u578b\u90e8\u5206\u3002\u672c\u7ae0\u5185\u5bb9\uff0c\u6211\u4eec\u5c06\u5f00\u59cb\u4e86\u89e3\u5927\u6a21\u578b\uff0c\u5176\u4e2d\u7684\u5185\u5bb9\u5305\u542b\u5927\u6a21\u578b\u7684\u53d1\u5c55\u5386\u53f2\u3001\u5927\u6a21\u578b\u7684\u7279\u70b9\u3001\u5927\u6a21\u578b\u5e95\u5c42\u67b6\u6784Transformer\u7684\u7b80\u5355\u4e86\u89e3\u4ee5\u53ca\u6700\u540e\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u601d\u8003\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%B7%A5%E5%8F%91%E5%B1%95%E5%8E%86%E5%8F%B2\"><\/span>\u4eba\u5de5\u53d1\u5c55\u5386\u53f2<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u5386\u53f2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u5386\u53f2.png\" alt=\"\" \/><\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%97%A9%E6%9C%9F%E6%8E%A2%E7%B4%A2%E9%98%B6%E6%AE%B5%EF%BC%881940s-1950s%EF%BC%89\"><\/span>\u65e9\u671f\u63a2\u7d22\u9636\u6bb5\uff081940s-1950s\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4eba\u5de5\u667a\u80fd\u7684\u6982\u5ff5\u5f00\u59cb\u5f62\u6210\uff0c\u65e9\u671f\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u548c\u6570\u5b66\u5bb6\u63a2\u7d22\u673a\u5668\u662f\u5426\u80fd\u591f\u6a21\u62df\u4eba\u7c7b\u667a\u80fd\u3002<br \/>\n<strong>\u91cd\u8981\u4e8b\u4ef6<\/strong>\uff1a<br \/>\n1956\u5e74\uff0c\u8fbe\u7279\u8305\u65af\u4f1a\u8bae\u4e0a\u9996\u6b21\u63d0\u51fa\u201c\u4eba\u5de5\u667a\u80fd\uff08Artificial Intelligence\uff0c\u7b80\u79f0AI\uff09\u201d\u8fd9\u4e00\u6982\u5ff5\uff0c\u6807\u5fd7\u7740\u4eba\u5de5\u667a\u80fd\u5b66\u79d1\u7684\u8bde\u751f\u3002\u968f\u540e\uff0c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u53d6\u5f97\u4e86\u4e00\u7cfb\u5217\u4ee4\u4eba\u77a9\u76ee\u7684\u7814\u7a76\u6210\u679c\uff0c\u5982\u5b57\u7b26\u8bc6\u522b\u7a0b\u5e8f\u3001\u5b66\u4e60\u529f\u80fd\u7684\u8df3\u68cb\u7a0b\u5e8f\u7b49\uff0c\u6380\u8d77\u4e86\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u7b2c\u4e00\u4e2a\u9ad8\u6f6e<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E7%AC%A6%E5%8F%B7%E4%B8%BB%E4%B9%89%EF%BC%881950s-1970s%EF%BC%89\"><\/span>\u7b26\u53f7\u4e3b\u4e49\uff081950s-1970s\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u4e00\u9636\u6bb5\u7684AI\u4e3b\u8981\u4f9d\u9760\u7b26\u53f7\u5904\u7406\u548c\u89c4\u5219\u5f15\u64ce\uff0c\u5f3a\u8c03\u903b\u8f91\u63a8\u7406\u3002<br \/>\n<strong>\u5173\u952e\u6280\u672f<\/strong>\uff1a<\/p>\n<ul>\n<li>\u903b\u8f91\u63a8\u7406\u3001\u4e13\u5bb6\u7cfb\u7edf\uff08\u5982DENDRAL\u548cMYCIN\uff09\u3002<\/li>\n<li>\u8bed\u8a00\u5904\u7406\uff08\u5982ELIZA\uff0c\u6700\u65e9\u7684\u804a\u5929\u673a\u5668\u4eba\uff09\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E7%9F%A5%E8%AF%86%E5%B7%A5%E7%A8%8B%E5%92%8C%E4%B8%93%E5%AE%B6%E7%B3%BB%E7%BB%9F%EF%BC%881970s-1980s%EF%BC%89\"><\/span>\u77e5\u8bc6\u5de5\u7a0b\u548c\u4e13\u5bb6\u7cfb\u7edf\uff081970s-1980s\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u968f\u7740\u8ba1\u7b97\u80fd\u529b\u7684\u63d0\u5347\uff0c\u4e13\u5bb6\u7cfb\u7edf\u5f00\u59cb\u6d41\u884c\uff0c\u65e8\u5728\u6a21\u62df\u4eba\u7c7b\u4e13\u5bb6\u7684\u51b3\u7b56\u8fc7\u7a0b\u3002<br \/>\n<strong>\u5173\u952e\u4e8b\u4ef6<\/strong>\uff1a<br \/>\n\u4eba\u5de5\u667a\u80fd\u4ece\u7406\u8bba\u7814\u7a76\u8d70\u5411\u5b9e\u9645\u5e94\u7528\uff0c\u4e13\u5bb6\u7cfb\u7edf\u5f00\u59cb\u5e7f\u6cdb\u5e94\u7528\u4e8e\u533b\u7597\u3001\u5316\u5b66\u3001\u5730\u8d28\u7b49\u9886\u57df\uff0c\u5b9e\u73b0\u4e86\u4eba\u5de5\u667a\u80fd\u4ece\u4e00\u822c\u63a8\u7406\u7b56\u7565\u63a2\u8ba8\u8f6c\u5411\u8fd0\u7528\u4e13\u95e8\u77e5\u8bc6\u7684\u91cd\u5927\u7a81\u7834\uff0c\u63a8\u52a8\u4e86\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u53d1\u5c55\u7684\u65b0\u9ad8\u6f6e\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI%E5%AF%92%E5%86%AC%EF%BC%881980s-1990s%EF%BC%89\"><\/span>AI\u5bd2\u51ac\uff081980s-1990s\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u7531\u4e8e\u671f\u671b\u8fc7\u9ad8\u548c\u6280\u672f\u9650\u5236\uff0c\u8d44\u91d1\u548c\u7814\u7a76\u5174\u8da3\u51cf\u5c11\uff0c\u5bfc\u81f4AI\u7814\u7a76\u9677\u5165\u4f4e\u8c37\u3002<br \/>\n<strong>\u91cd\u8981\u4e8b\u4ef6<\/strong>\uff1a<br \/>\n\u968f\u7740\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u89c4\u6a21\u7684\u6269\u5927\uff0c\u4e13\u5bb6\u7cfb\u7edf\u5b58\u5728\u7684\u95ee\u9898\u9010\u6e10\u66b4\u9732\uff0c\u5982\u5e94\u7528\u9886\u57df\u72ed\u7a84\u3001\u7f3a\u4e4f\u5e38\u8bc6\u6027\u77e5\u8bc6\u3001\u77e5\u8bc6\u83b7\u53d6\u56f0\u96be\u7b49\uff0c\u5bfc\u81f4\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u518d\u6b21\u9677\u5165\u4f4e\u8ff7\u3002\u200c<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%92%8C%E6%95%B0%E6%8D%AE%E9%A9%B1%E5%8A%A8%E7%9A%84AI%EF%BC%881990s-2010s%EF%BC%89\"><\/span>\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u9a71\u52a8\u7684AI\uff081990s-2010s\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u968f\u7740\u8ba1\u7b97\u80fd\u529b\u548c\u6570\u636e\u91cf\u7684\u589e\u52a0\uff0c\u673a\u5668\u5b66\u4e60\uff08\u5c24\u5176\u662f\u7edf\u8ba1\u5b66\u4e60\uff09\u5f00\u59cb\u5174\u8d77\u3002<br \/>\n<strong>\u5173\u952e\u6280\u672f<\/strong>\uff1a<\/p>\n<ul>\n<li>\u652f\u6301\u5411\u91cf\u673a\u3001\u51b3\u7b56\u6811\u3001\u805a\u7c7b\u65b9\u6cd5\u7b49\u3002<\/li>\n<li>\u4e92\u8054\u7f51\u7684\u666e\u53ca\u4f7f\u5f97\u5927\u89c4\u6a21\u6570\u636e\u96c6\u7684\u83b7\u53d6\u6210\u4e3a\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E7%9A%84%E5%B4%9B%E8%B5%B7%EF%BC%882010s-%E8%87%B3%E4%BB%8A%EF%BC%89\"><\/span>\u6df1\u5ea6\u5b66\u4e60\u7684\u5d1b\u8d77\uff082010s-\u81f3\u4eca\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u7a81\u7834\u4f7f\u5f97AI\u5728\u591a\u4e2a\u9886\u57df\u53d6\u5f97\u663e\u8457\u8fdb\u5c55\u3002<br \/>\n<strong>\u5173\u952e\u6280\u672f<\/strong>\uff1a<\/p>\n<ul>\n<li>\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u3001\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\u7b49\u3002<\/li>\n<li>\u5927\u89c4\u6a21\u6570\u636e\u96c6\u548c\u5f3a\u5927\u7684\u8ba1\u7b97\u8d44\u6e90\uff08\u5982GPU\uff09\u7684\u7ed3\u5408\u3002<\/li>\n<\/ul>\n<p><strong>\u5173\u952e\u4e8b\u4ef6<\/strong>:<br \/>\n2012\u5e74\uff0cAlexNet\u6a21\u578b\u7684\u63d0\u51fa\uff0c\u6807\u5fd7\u7740\u6df1\u5ea6\u5b66\u4e60\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u7a81\u7834\u3002<br \/>\n2018\u5e74\uff0cBERT\u6a21\u578b\u7684\u63d0\u51fa\uff0c\u5f00\u542f\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u7684\u5927\u6a21\u578b\u65f6\u4ee3\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%A8%A1%E5%9E%8B%E9%80%9A%E7%94%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%EF%BC%88AGI%EF%BC%89%E7%9A%84%E6%8E%A2%E7%B4%A2%EF%BC%882020s-%E8%87%B3%E4%BB%8A%EF%BC%89\"><\/span>\u5927\u6a21\u578b\/\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u63a2\u7d22\uff082020s-\u81f3\u4eca\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u968f\u7740Transformer\u67b6\u6784\u7684\u6a2a\u7a7a\u51fa\u4e16\uff0c\u5927\u6a21\u578b\u6280\u672f\u53d6\u5f97\u8fc5\u731b\u7684\u53d1\u5c55\u3002<br \/>\n<strong>\u5173\u952e\u4e8b\u4ef6<\/strong>:<br \/>\n2022\u5e7411\u670830\u65e5\uff0cChatGPT3.5\u53d1\u5e03\u3002<br \/>\n<strong>\u5173\u952e\u6280\u672f<\/strong>\uff1a<\/p>\n<ul>\n<li>\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5927\u6a21\u578b<\/li>\n<li>\u8ba1\u7b97\u673a\u89c6\u89c9CV\u5927\u6a21\u578b<\/li>\n<li>\u591a\u6a21\u6001\u5927\u6a21\u578b<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%AE%80%E4%BB%8B\"><\/span>\u5927\u6a21\u578b\u7b80\u4ecb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5927\u6a21\u578b\u901a\u5e38\u6307\u7684\u662f\u5177\u6709\u5927\u91cf\u53c2\u6570\uff08\u5177\u6709\u6570\u4ebf\u5230\u6570\u5343\u4ebf\u53c2\u6570\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff09\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u5c55\u73b0\u51fa\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%22%E5%A4%A7%22%E6%A8%A1%E5%9E%8B%E5%B1%82%E6%95%B0\"><\/span>&quot;\u5927&quot;\u6a21\u578b\u5c42\u6570<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5927\u6a21\u578b\u7684encoder\u6216decoder\u7684\u5c42\u6570\u901a\u5e38\u5728\u51e0\u5341\u5c42\u5230\u51e0\u5343\u5c42\u4e0d\u7b49\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E2%80%9C%E5%A4%A7%E2%80%9D%E5%8F%82%E6%95%B0%E6%95%B0%E9%87%8F\"><\/span>\u201c\u5927\u201d\u53c2\u6570\u6570\u91cf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5927\u6a21\u578b\u901a\u5e38\u5177\u6709\u6570\u4ebf\u5230\u6570\u5343\u4ebf\u4e2a\u53c2\u6570\u3002\u4f8b\u5982\uff1a<br \/>\n\u963f\u91cc\u5df4\u5df4\u63a8\u51fa\u7684\u6700\u65b0\u5927\u6a21\u578b <code>Qwen2-72B<\/code>\uff0c\u5176\u53c2\u6570\u91cf\u4e3a<code>72B<\/code>\uff0c\u5373 72 billion\uff08720\u4ebf\uff09\u4e2a\u53c2\u6570\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%22%E5%A4%A7%22%E7%AE%97%E5%8A%9B%E9%9C%80%E6%B1%82\"><\/span>&quot;\u5927&quot;\u7b97\u529b\u9700\u6c42<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5927\u6a21\u578b\u5bf9\u7b97\u529b\u548c\u663e\u5b58\u7684\u8981\u6c42\u4e5f\u975e\u5e38\u9ad8\uff0c\u4e00\u822c\u60c5\u51b5\u4e0b\uff1a<\/p>\n<ul>\n<li>\u63a8\u7406\uff1a\u6240\u9700\u663e\u5b58\u4e3a\u53c2\u6570\u91cf\u76842~3\u500d<\/li>\n<li>\u8bad\u7ec3\uff1a\u6240\u9700\u663e\u5b58\u4e3a\u53c2\u6570\u91cf\u76845\u500d<br \/>\n<blockquote>\n<p>\u4f8b\u5982\uff0c\u5bf9\u4e8e LLaMA-2 70B \u6a21\u578b\uff0c\u63a8\u7406\u9700\u8981 140 GB\uff0c\u8bad\u7ec3\u9700\u8981 840 GB\u3002<\/p>\n<\/blockquote>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%22%E5%A4%A7%22%E6%95%B0%E6%8D%AE%E8%A7%84%E6%A8%A1\"><\/span>&quot;\u5927&quot;\u6570\u636e\u89c4\u6a21<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u901a\u5e38\u4f7f\u7528\u6570\u5341\u4ebf\u5230\u6570\u4e07\u4ebf\u4e2a token \u8fdb\u884c\u8bad\u7ec3\u3002\u4f8b\u5982\uff0cGPT-3 \u4f7f\u7528\u4e86\u7ea6 570 \u4ebf\u4e2a token \u7684\u6570\u636e\u96c6\u3002<\/p>\n<blockquote>\n<p>\u4e0e\u7ea2\u697c\u68a6\u7684\u6bd4\u8f83:<br \/>\n\u7ea2\u697c\u68a6 \u7ea6 <code>80\u4e07\u5b57<\/code>\uff0c\u5982\u679c\u6211\u4eec\u5c06\u5176\u89c6\u4e3a <code>800,000 tokens<\/code>\uff0c<\/p>\n<pre><code class=\"language-katex\">\\frac{570,000,000,000}{800,000} \\approx 712,500<\/code><\/pre>\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u4f7f\u7528 570\u4ebf\u4e2a token \u7684\u5927\u6a21\u578b\u76f8\u5f53\u4e8e\u7ea6 712,500 \u672c\u7ea2\u697c\u68a6\u3002<\/p>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%22%E5%A4%A7%22%E7%94%B5%E5%8A%9B%E9%9C%80%E6%B1%82\"><\/span>&quot;\u5927&quot;\u7535\u529b\u9700\u6c42<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5927\u6a21\u578b\u7684\u8bad\u7ec3\uff0c\u7279\u522b\u662f\u6d89\u53ca\u5927\u91cf\u53c2\u6570\u7684\u6a21\u578b\uff0c\u9700\u8981\u5de8\u5927\u7684\u7b97\u529b\u652f\u6301\uff0c\u8fd9\u76f4\u63a5\u5bfc\u81f4\u4e86\u5927\u91cf\u7684\u7535\u529b\u9700\u6c42\u3002<\/p>\n<blockquote>\n<p>\u4f8b\u5982\uff0c\u8bad\u7ec3Open AI\u7684GPT-3\u6a21\u578b\u8017\u7535\u91cf\u7ea6\u4e3a1.287\u5409\u74e6\u65f6\uff0c\u8fd9\u76f8\u5f53\u4e8e120\u4e2a\u7f8e\u56fd\u5bb6\u5ead\u4e00\u5e74\u7684\u7528\u7535\u91cf\u3002<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u6db2\u51b7\u96c6\u7fa4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u6db2\u51b7\u96c6\u7fa4.png\" alt=\"\" \/><\/a><\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"AIGC%E7%94%9F%E6%88%90%E5%BC%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E5%BA%94%E7%94%A8\"><\/span>AIGC\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5927\u6a21\u578b\u4e00\u822c\u662f\u901a\u4fd7\u7684\u53eb\u6cd5\uff0c\u5176\u5b66\u672f\u672f\u8bed\u4e00\u822c\u53eb<code>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08AIGC\uff09<\/code>,\u5176\u76ee\u524d\u7684\u5e94\u7528\u573a\u666f\u6709\uff1a<\/p>\n<ul>\n<li>\u6587\u751f\u6587<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u6587\u751f\u6587\u793a\u610f\u56fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u6587\u751f\u6587\u793a\u610f\u56fe.png\" alt=\"\" \/><\/a><\/li>\n<li>\u6587\u751f\u56fe<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u6587\u751f\u56fe\u793a\u610f\u56fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u6587\u751f\u56fe\u793a\u610f\u56fe.png\" alt=\"\" \/><\/a><\/li>\n<li>\u6587\u751f\u89c6\u9891<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u6587\u751f\u89c6\u9891\u793a\u610f\u56fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/\u6587\u751f\u89c6\u9891\u793a\u610f\u56fe.png\" alt=\"\" \/><\/a><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E7%B1%BB%E5%9E%8B\"><\/span>\u4eba\u5de5\u667a\u80fd\u7c7b\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5728\u4eba\u5de5\u667a\u80fd\u7684\u7c7b\u578b\u4e2d\uff0c\u5224\u522b\u5f0f\u6a21\u578b\u548c\u751f\u6210\u5f0f\u6a21\u578b\u662f\u4e24\u79cd\u4e0d\u540c\u7684\u5efa\u6a21\u601d\u60f3\u3002<br \/>\n<strong>\u5224\u522b\u5f0f<\/strong><\/p>\n<ul>\n<li>\u5efa\u6a21\u601d\u60f3\uff1a$P(y|x)$\uff0c\u5373\u5728\u7ed9\u5b9a\u8f93\u5165 $x$(\u4e0a\u6587) \u7684\u60c5\u51b5\u4e0b\uff0c\u8f93\u51fa $y$ (\u54ea\u4e00\u7c7b)\u7684\u6982\u7387\u3002<\/li>\n<\/ul>\n<p><strong>\u751f\u6210\u5f0f<\/strong><\/p>\n<ul>\n<li>\u5efa\u6a21\u601d\u60f3\uff1a$P(x,y)$\uff0c\u5373\u540c\u65f6\u8003\u8651\u8f93\u5165 $x$(\u4e0a\u6587) \u548c\u8f93\u51fa $y$(\u8ffd\u52a0\u5185\u5bb9)\u7684\u6982\u7387\u3002<\/li>\n<\/ul>\n<p>\u5224\u522b\u5f0f\u6a21\u578b\u4e13\u6ce8\u4e8e\u7c7b\u522b\u4e4b\u95f4\u7684\u8fb9\u754c\uff0c\u9002\u5408\u5206\u7c7b\u4efb\u52a1\uff1b\u800c\u751f\u6210\u5f0f\u6a21\u578b\u5219\u5173\u6ce8\u6570\u636e\u7684\u751f\u6210\u8fc7\u7a0b\uff0c\u662f\u4e00\u79cd\u53d1\u660e\u521b\u9020\u7684\u8fc7\u7a0b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E6%80%9D%E8%80%83\"><\/span>\u601d\u8003<span 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