{"id":3205,"date":"2024-10-06T15:27:32","date_gmt":"2024-10-06T22:27:32","guid":{"rendered":"https:\/\/meta-quantum.today\/?p=3205"},"modified":"2024-10-06T21:56:13","modified_gmt":"2024-10-07T04:56:13","slug":"%e3%80%90%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e3%80%91%e4%b8%87%e5%ad%97%e9%80%9a%e4%bf%97%e8%ae%b2%e8%a7%a3%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e5%86%85%e9%83%a8%e8%bf%90%e8%a1%8c%e5%8e%9f","status":"publish","type":"post","link":"https:\/\/meta-quantum.today\/?p=3205","title":{"rendered":"\u3010\u4eba\u5de5\u667a\u80fd\u3011\u4e07\u5b57\u901a\u4fd7\u8bb2\u89e3\u5927\u8bed\u8a00\u6a21\u578b\u5185\u90e8\u8fd0\u884c\u539f\u7406"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u5f15\u8a00\uff1a<\/h2>\n\n\n\n<p>\u57fa\u4e8eTim Lee\u548cSean Trott\u7684\u4e00\u7bc7\u6587\u7ae0\uff0c\u6df1\u5165\u89e3\u91ca\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5185\u90e8\u5de5\u4f5c\u539f\u7406\u3002\u5b83\u65e8\u5728\u4f7f\u7528\u6700\u5c11\u7684\u6570\u5b66\u77e5\u8bc6\u548c\u6280\u672f\u672f\u8bed\u6765\u89e3\u91caLLM\u7684\u590d\u6742\u673a\u5236\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5927\u8bed\u8a00\u6a21\u578b\u5982\u4f55\u5b66\u4e60\u4eba\u7c7b\u8bed\u8a00\uff1f<\/h3>\n\n\n\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u5b66\u4e60\u4eba\u7c7b\u8bed\u8a00\u7684\u8fc7\u7a0b\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u5e9e\u5927\u7684\u673a\u5668\u5b66\u4e60\u8fc7\u7a0b\u3002\u5b83\u901a\u8fc7\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u6b65\u9aa4\u6765\u5b9e\u73b0\uff1a<\/p>\n\n\n\n<p><strong>I. \u6570\u636e\u51c6\u5907\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6d77\u91cf\u6587\u672c\u6570\u636e\uff1a<\/strong> \u6a21\u578b\u9700\u8981\u5927\u91cf\u7684\u6587\u672c\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u8fd9\u4e9b\u6570\u636e\u53ef\u4ee5\u6765\u81ea\u4e66\u7c4d\u3001\u6587\u7ae0\u3001\u4ee3\u7801\u3001\u5bf9\u8bdd\u7b49\u5404\u79cd\u6765\u6e90\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u6e05\u6d17\u4e0e\u9884\u5904\u7406\uff1a<\/strong> \u6570\u636e\u5728\u8f93\u5165\u6a21\u578b\u4e4b\u524d\uff0c\u9700\u8981\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u53bb\u9664\u566a\u58f0\u3001\u7edf\u4e00\u683c\u5f0f\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u6a21\u578b\u53ef\u5904\u7406\u7684\u6570\u5b57\u5f62\u5f0f\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>II.&nbsp;\u6a21\u578b\u67b6\u6784\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u795e\u7ecf\u7f51\u7edc\uff1a<\/strong> \u5927\u8bed\u8a00\u6a21\u578b\u901a\u5e38\u91c7\u7528\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u5982Transformer\uff0c\u6765\u6a21\u62df\u4eba\u7c7b\u5927\u8111\u5904\u7406\u8bed\u8a00\u7684\u65b9\u5f0f\u3002<\/li>\n\n\n\n<li><strong>\u53c2\u6570\uff1a<\/strong> \u795e\u7ecf\u7f51\u7edc\u4e2d\u5305\u542b\u5927\u91cf\u7684\u53c2\u6570\uff0c\u8fd9\u4e9b\u53c2\u6570\u662f\u6a21\u578b\u901a\u8fc7\u5b66\u4e60\u4ece\u6570\u636e\u4e2d\u83b7\u53d6\u7684\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>III. \u8bad\u7ec3\u8fc7\u7a0b\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8f93\u5165\u8f93\u51fa\u914d\u5bf9\uff1a<\/strong> \u6a21\u578b\u5c06\u6587\u672c\u6570\u636e\u5206\u6210\u8f93\u5165\u548c\u8f93\u51fa\u7684\u914d\u5bf9\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u4e00\u4e2a\u53e5\u5b50\uff0c\u8f93\u51fa\u53e5\u5b50\u7684\u4e0b\u4e00\u4e2a\u5355\u8bcd\u3002<\/li>\n\n\n\n<li><strong>\u635f\u5931\u51fd\u6570\uff1a<\/strong> \u6a21\u578b\u901a\u8fc7\u8ba1\u7b97\u9884\u6d4b\u7ed3\u679c\u4e0e\u771f\u5b9e\u7ed3\u679c\u4e4b\u95f4\u7684\u5dee\u5f02\uff08\u635f\u5931\uff09\uff0c\u6765\u8861\u91cf\u6a21\u578b\u7684\u597d\u574f\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u5316\u7b97\u6cd5\uff1a<\/strong> \u6a21\u578b\u4f1a\u4e0d\u65ad\u8c03\u6574\u53c2\u6570\uff0c\u4ee5\u6700\u5c0f\u5316\u635f\u5931\u51fd\u6570\uff0c\u4ece\u800c\u63d0\u9ad8\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>IV.&nbsp;\u5b66\u4e60\u8fc7\u7a0b\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6a21\u5f0f\u8bc6\u522b\uff1a<\/strong> \u6a21\u578b\u901a\u8fc7\u5b66\u4e60\u5927\u91cf\u7684\u6587\u672c\u6570\u636e\uff0c\u9010\u6e10\u638c\u63e1\u4e86\u8bed\u8a00\u7684\u8bed\u6cd5\u3001\u8bed\u4e49\u3001\u4ee5\u53ca\u5404\u79cd\u5404\u6837\u7684\u8868\u8fbe\u65b9\u5f0f\u3002<\/li>\n\n\n\n<li><strong>\u6982\u7387\u9884\u6d4b\uff1a<\/strong> \u6a21\u578b\u5e76\u4e0d\u662f\u7b80\u5355\u5730\u8bb0\u5fc6\u6570\u636e\uff0c\u800c\u662f\u5b66\u4e60\u5230\u8bed\u8a00\u7684\u6982\u7387\u5206\u5e03\uff0c\u80fd\u591f\u9884\u6d4b\u4e0b\u4e00\u4e2a\u5355\u8bcd\u3001\u4e0b\u4e00\u4e2a\u53e5\u5b50\u51fa\u73b0\u7684\u53ef\u80fd\u6027\u3002<\/li>\n\n\n\n<li><strong>\u4e0a\u4e0b\u6587\u7406\u89e3\uff1a<\/strong> \u6a21\u578b\u80fd\u591f\u901a\u8fc7\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u7406\u89e3\u5355\u8bcd\u548c\u53e5\u5b50\u7684\u542b\u4e49\uff0c\u4ece\u800c\u751f\u6210\u8fde\u8d2f\u3001\u6709\u610f\u4e49\u7684\u6587\u672c\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>V.&nbsp;\u6ce8\u610f\u529b\u673a\u5236\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u91cd\u70b9\u5173\u6ce8\uff1a<\/strong> \u6ce8\u610f\u529b\u673a\u5236\u53ef\u4ee5\u8ba9\u6a21\u578b\u5728\u5904\u7406\u6587\u672c\u65f6\uff0c\u91cd\u70b9\u5173\u6ce8\u4e0e\u5f53\u524d\u4efb\u52a1\u76f8\u5173\u7684\u90e8\u5206\u3002<\/li>\n\n\n\n<li><strong>\u6743\u91cd\u5206\u914d\uff1a<\/strong> \u6a21\u578b\u4f1a\u4e3a\u8f93\u5165\u6587\u672c\u4e2d\u7684\u6bcf\u4e2a\u8bcd\u5206\u914d\u4e00\u4e2a\u6743\u91cd\uff0c\u8868\u793a\u8be5\u8bcd\u5bf9\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\u7684\u91cd\u8981\u6027\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>VI.&nbsp;\u4e0d\u65ad\u8fed\u4ee3\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u53cd\u9988\u673a\u5236\uff1a<\/strong> \u901a\u8fc7\u4eba\u7c7b\u53cd\u9988\u6216\u5176\u4ed6\u8bc4\u4ef7\u6307\u6807\uff0c\u6a21\u578b\u53ef\u4ee5\u4e0d\u65ad\u8c03\u6574\u53c2\u6570\uff0c\u63d0\u9ad8\u6027\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u6301\u7eed\u5b66\u4e60\uff1a<\/strong> \u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u4e0d\u65ad\u5b66\u4e60\u65b0\u7684\u6570\u636e\uff0c\u6765\u6269\u5c55\u77e5\u8bc6\u548c\u63d0\u9ad8\u80fd\u529b\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u89c6\u9891\u57fa\u4e8eTim Lee\u548cSean Trott: \u6df1\u5165\u89e3\u91ca\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5185\u90e8\u5de5\u4f5c\u539f\u7406\u3002<\/h3>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u3010\u91cd\u5236\u7248\u3011\u3010\u4eba\u5de5\u667a\u80fd\u3011\u4e07\u5b57\u901a\u4fd7\u8bb2\u89e3\u5927\u8bed\u8a00\u6a21\u578b\u5185\u90e8\u8fd0\u884c\u539f\u7406 | LLM | \u8bcd\u5411\u91cf | Transformer | \u6ce8\u610f\u529b\u673a\u5236 | \u524d\u9988\u7f51\u7edc | \u53cd\u5411\u4f20\u64ad | \u5fc3\u667a\u7406\u8bba\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/bOlVx5zeHLM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u76f8\u5173\u7ae0\u8282\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8bcd\u5411\u91cf\uff1a<\/strong>\n<ol class=\"wp-block-list\">\n<li>LLM\u4f7f\u7528\u5411\u91cf\uff08\u6570\u5b57\u5217\u8868\uff09\u800c\u4e0d\u662f\u5b57\u6bcd\u5e8f\u5217\u6765\u8868\u793a\u5355\u8bcd\u3002<\/li>\n\n\n\n<li>\u8bcd\u5411\u91cf\u5728\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u6355\u6349\u5355\u8bcd\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/li>\n\n\n\n<li>\u76f8\u4f3c\u7684\u5355\u8bcd\u5728\u8fd9\u4e2a\u5411\u91cf\u7a7a\u95f4\u4e2d\u7684\u4f4d\u7f6e\u66f4\u63a5\u8fd1\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>Transformer\u67b6\u6784\uff1a<\/strong>\n<ol class=\"wp-block-list\">\n<li>LLM\u7531\u591a\u5c42Transformer\u7ec4\u6210\u3002<\/li>\n\n\n\n<li>\u6bcf\u4e00\u5c42\u5904\u7406\u8f93\u5165\u5411\u91cf\u5e76\u6dfb\u52a0\u4fe1\u606f\u4ee5\u6f84\u6e05\u8bcd\u4e49\u3002<\/li>\n\n\n\n<li>\u6ce8\u610f\u529b\u673a\u5236\u5141\u8bb8\u5355\u8bcd&#8221;\u73af\u987e\u56db\u5468&#8221;\u5e76\u4e0e\u5176\u4ed6\u76f8\u5173\u5355\u8bcd\u5171\u4eab\u4fe1\u606f\u3002<\/li>\n\n\n\n<li>\u524d\u9988\u7f51\u7edc\u5904\u7406\u4ece\u6ce8\u610f\u529b\u6b65\u9aa4\u6536\u96c6\u7684\u4fe1\u606f\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u8bad\u7ec3\u8fc7\u7a0b\uff1a<\/strong>\n<ol class=\"wp-block-list\">\n<li>LLM\u88ab\u8bad\u7ec3\u6765\u9884\u6d4b\u5e8f\u5217\u4e2d\u7684\u4e0b\u4e00\u4e2a\u5355\u8bcd\u3002<\/li>\n\n\n\n<li>\u5b83\u4eec\u4ece\u5927\u91cf\u6587\u672c\u6570\u636e\u4e2d\u5b66\u4e60\uff0c\u65e0\u9700\u663e\u5f0f\u6807\u8bb0\u3002<\/li>\n\n\n\n<li>\u8bad\u7ec3\u8fc7\u7a0b\u6d89\u53ca\u8c03\u6574\u6570\u5341\u4ebf\u4e2a\u53c2\u6570\u4ee5\u6539\u8fdb\u9884\u6d4b\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u89c4\u6a21\u548c\u6027\u80fd\uff1a<\/strong>\n<ol class=\"wp-block-list\">\n<li>\u53c2\u6570\u66f4\u591a\u7684\u5927\u578b\u6a21\u578b\u5728\u8bed\u8a00\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u5f80\u5f80\u66f4\u597d\u3002<\/li>\n\n\n\n<li>\u50cfGPT-3\u8fd9\u6837\u7684\u6a21\u578b\u5728\u590d\u6742\u63a8\u7406\u4efb\u52a1\u4e0a\u663e\u793a\u51fa\u663e\u8457\u7684\u6539\u8fdb\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u6d8c\u73b0\u80fd\u529b\uff1a<\/strong>\n<ol class=\"wp-block-list\">\n<li>\u968f\u7740\u6a21\u578b\u53d8\u5927\uff0c\u5b83\u4eec\u4f1a\u53d1\u5c55\u51fa\u610f\u60f3\u4e0d\u5230\u7684\u80fd\u529b\uff0c\u5982\u57fa\u672c\u63a8\u7406\u548c\u5bf9\u62bd\u8c61\u6982\u5ff5\u7684\u7406\u89e3\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e1c\u5357\u4e9a\u5730\u533a\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5728\u8bed\u8a00\u5b66\u4e60\u65b9\u9762\u7684\u5f71\u54cd\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e2a\u6027\u5316\u5b66\u4e60\u4f53\u9a8c\uff1a<\/strong> LLM\u53ef\u4ee5\u6839\u636e\u6bcf\u4e2a\u5b66\u4e60\u8005\u7684\u9700\u6c42\u548c\u6c34\u5e73\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u8bed\u8a00\u5b66\u4e60\u8bfe\u7a0b\u548c\u7ec3\u4e60\u3002\u8fd9\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u5b66\u4e60\u6548\u7387\uff0c\u8fd8\u589e\u5f3a\u4e86\u5b66\u4e60\u8005\u7684\u81ea\u4fe1\u5fc3\u3002<\/li>\n\n\n\n<li><strong>\u5373\u65f6\u53cd\u9988\u548c\u7ea0\u6b63\uff1a<\/strong> LLM\u80fd\u591f\u63d0\u4f9b\u5373\u65f6\u7684\u53cd\u9988\u548c\u7ea0\u6b63\u9519\u8bef\uff0c\u5e2e\u52a9\u5b66\u4e60\u8005\u53ca\u65f6\u53d1\u73b0\u5e76\u6539\u6b63\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>\u989d\u5916\u7684\u89e3\u91ca\u548c\u793a\u4f8b\uff1a<\/strong> LLM\u53ef\u4ee5\u63d0\u4f9b\u989d\u5916\u7684\u89e3\u91ca\u548c\u793a\u4f8b\uff0c\u5e2e\u52a9\u5b66\u4e60\u8005\u66f4\u597d\u5730\u7406\u89e3\u8bed\u8a00\u89c4\u5219\u548c\u7528\u6cd5\u3002<\/li>\n\n\n\n<li><strong>\u53e3\u8bed\u548c\u542c\u529b\u7ec3\u4e60\uff1a<\/strong> LLM\u53ef\u4ee5\u5e2e\u52a9\u5b66\u4e60\u8005\u7ec3\u4e60\u53e3\u8bed\u548c\u542c\u529b\uff0c\u4ece\u800c\u66f4\u597d\u5730\u638c\u63e1\u8bed\u8a00\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u7ecf\u6d4e\u5f71\u54cd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u521b\u9020\u5c31\u4e1a\u673a\u4f1a\uff1a<\/strong> LLM\u7684\u53d1\u5c55\u53ef\u4ee5\u521b\u9020\u65b0\u7684\u5c31\u4e1a\u673a\u4f1a\uff0c\u7279\u522b\u662f\u4e0e\u8bed\u8a00\u6280\u672f\u76f8\u5173\u7684\u5de5\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u9ad8\u6548\u7387\u548c\u964d\u4f4e\u6210\u672c\uff1a<\/strong> LLM\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u63d0\u9ad8\u6548\u7387\u548c\u964d\u4f4e\u6210\u672c\uff0c\u4f8b\u5982\u901a\u8fc7\u81ea\u52a8\u5316\u7ffb\u8bd1\u548c\u5ba2\u6237\u670d\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u4fc3\u8fdb\u6559\u80b2\u53d1\u5c55\uff1a<\/strong> LLM\u53ef\u4ee5\u4fc3\u8fdb\u6559\u80b2\u7684\u53d1\u5c55\uff0c\u4e3a\u4e1c\u5357\u4e9a\u5730\u533a\u57f9\u517b\u66f4\u591a\u7684\u8bed\u8a00\u4eba\u624d\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5927\u8bed\u8a00\u6a21\u578b\u5728\u4e1c\u5357\u4e9a\u5730\u533a\u8bed\u8a00\u5b66\u4e60\u548c\u7ecf\u6d4e\u53d1\u5c55\u65b9\u9762\u5177\u6709\u5de8\u5927\u7684\u6f5c\u529b\u3002\u901a\u8fc7\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u5b66\u4e60\u4f53\u9a8c\u3001\u63d0\u9ad8\u6548\u7387\u548c\u521b\u9020\u5c31\u4e1a\u673a\u4f1a\uff0cLLM\u53ef\u4ee5\u4fc3\u8fdb\u4e1c\u5357\u4e9a\u5730\u533a\u7684\u8bed\u8a00\u4eba\u624d\u57f9\u517b\u548c\u7ecf\u6d4e\u589e\u957f\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bba\u548c\u5173\u952e\u8981\u70b9\uff1a<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>LLM\u4f7f\u7528\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\u6765\u5904\u7406\u548c\u751f\u6210\u7c7b\u4eba\u7684\u6587\u672c\u3002<\/li>\n\n\n\n<li>\u4e0b\u4e00\u4e2a\u8bcd\u9884\u6d4b\u5728\u8bad\u7ec3LLM\u4e2d\u7684\u6709\u6548\u6027\u662f\u7531\u4e8e\u8bed\u8a00\u7684\u53ef\u9884\u6d4b\u6027\u53ca\u5176\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u8054\u7cfb\u3002<\/li>\n\n\n\n<li>\u867d\u7136LLM\u8868\u73b0\u51fa\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u80fd\u529b\uff0c\u4f46\u5173\u4e8e\u5b83\u4eec\u662f\u5426\u771f\u6b63\u7406\u89e3\u8bed\u8a00\u6216\u53ea\u662f\u6a21\u4eff\u6a21\u5f0f\u4ecd\u5b58\u5728\u4e89\u8bae\u3002<\/li>\n\n\n\n<li>\u5c3d\u7ba1LLM\u975e\u5e38\u6709\u6548\uff0c\u4f46\u4eba\u7c7b\u5e76\u4e0d\u5b8c\u5168\u7406\u89e3\u5176\u5185\u90e8\u5de5\u4f5c\u539f\u7406\u3002<\/li>\n\n\n\n<li>\u6301\u7eed\u7684\u7814\u7a76\u548c\u66f4\u5927\u7684\u6a21\u578b\u53ef\u80fd\u4f1a\u5e26\u6765\u8fdb\u4e00\u6b65\u7684\u6539\u8fdb\uff0c\u53ef\u80fd\u4f1a\u5b9e\u73b0\u66f4\u63a5\u8fd1\u4eba\u7c7b\u7684\u8bed\u8a00\u7406\u89e3\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u76f8\u5173\u53c2\u8003\uff1a<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"https:\/\/blog.csdn.net\/geloin\/article\/details\/135503221\" target=\"_blank\" rel=\"noopener\" title=\"\">Tim Lee\u548cSean Trott\u5173\u4e8eLLM\u673a\u5236\u7684\u6587\u7ae0<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/blog.csdn.net\/BGoodHabit\/article\/details\/130134446\" target=\"_blank\" rel=\"noopener\" title=\"\">GPT\u6a21\u578b\uff08GPT-1\u3001GPT-2\u3001GPT-3\u3001GPT-4\uff09\u7684\u7814\u7a76<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/intro-llm.github.io\/chapter\/LLM-TAP.pdf\" target=\"_blank\" rel=\"noopener\" title=\"\">\u5173\u4e8e\u8bed\u8a00\u6a21\u578b\u4e2d\u5fc3\u667a\u7406\u8bba\u7684\u7814\u7a76<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/m.36kr.com\/p\/2189496564171137\" target=\"_blank\" rel=\"noopener\" title=\"\">\u5fae\u8f6f\u5bf9GPT-4\u80fd\u529b\u7684\u7814\u7a76<\/a><\/li>\n\n\n\n<li><a href=\"http:\/\/epc.swu.edu.cn\/info\/1162\/4183.htm\" target=\"_blank\" rel=\"noopener\" title=\"\">\u5173\u4e8eAI\u7406\u89e3\u4e0e\u6a21\u5f0f\u5339\u914d\u7684\u54f2\u5b66\u8ba8\u8bba<\/a><\/li>\n<\/ol>\n\n\n\n<p>\u5168\u9762\u6982\u8ff0\u4e86LLM\u7684\u673a\u5236\uff0c\u4f7f\u590d\u6742\u7684\u6982\u5ff5\u5bf9\u666e\u901a\u89c2\u4f17\u53d8\u5f97\u6613\u4e8e\u7406\u89e3\uff0c\u800c\u6ca1\u6709\u8fc7\u591a\u6d89\u53ca\u6280\u672f\u7ec6\u8282\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e86\u89e3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5982\u4f55\u5de5\u4f5c\uff0c\u8be6\u7ec6\u4ecb\u7ecd\u4ece\u6570\u636e\u51c6\u5907\u5230\u6a21\u578b\u67b6\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u5173\u952e\u6b65\u9aa4\u3002\u4ee5\u6e05\u6670\u3001\u975e\u6280\u672f\u6027\u7684\u65b9\u5f0f\u6df1\u5165\u4e86\u89e3\u5185\u90e8\u8fd0\u4f5c.<\/p>\n","protected":false},"author":1,"featured_media":3213,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,18,13,1],"tags":[],"class_list":["post-3205","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-education","category-quantum-and-u","category-uncategorized"],"aioseo_notices":[],"featured_image_src":"https:\/\/meta-quantum.today\/wp-content\/uploads\/2024\/10\/\u4e07\u5b57\u901a\u4fd7\u8bb2\u89e3\u5927\u8bed\u8a00\u6a21\u578b\u5185\u90e8\u8fd0\u884c\u539f\u7406.jpg","featured_image_src_square":"https:\/\/meta-quantum.today\/wp-content\/uploads\/2024\/10\/\u4e07\u5b57\u901a\u4fd7\u8bb2\u89e3\u5927\u8bed\u8a00\u6a21\u578b\u5185\u90e8\u8fd0\u884c\u539f\u7406.jpg","author_info":{"display_name":"coffee","author_link":"https:\/\/meta-quantum.today\/?author=1"},"rbea_author_info":{"display_name":"coffee","author_link":"https:\/\/meta-quantum.today\/?author=1"},"rbea_excerpt_info":"\u4e86\u89e3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5982\u4f55\u5de5\u4f5c\uff0c\u8be6\u7ec6\u4ecb\u7ecd\u4ece\u6570\u636e\u51c6\u5907\u5230\u6a21\u578b\u67b6\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u5173\u952e\u6b65\u9aa4\u3002\u4ee5\u6e05\u6670\u3001\u975e\u6280\u672f\u6027\u7684\u65b9\u5f0f\u6df1\u5165\u4e86\u89e3\u5185\u90e8\u8fd0\u4f5c.","category_list":"<a href=\"https:\/\/meta-quantum.today\/?cat=15\" rel=\"category\">AI<\/a>, <a href=\"https:\/\/meta-quantum.today\/?cat=18\" rel=\"category\">Education<\/a>, <a href=\"https:\/\/meta-quantum.today\/?cat=13\" rel=\"category\">Quantum and U<\/a>, <a href=\"https:\/\/meta-quantum.today\/?cat=1\" rel=\"category\">Uncategorized<\/a>","comments_num":"0 comments","_links":{"self":[{"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/posts\/3205","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3205"}],"version-history":[{"count":10,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/posts\/3205\/revisions"}],"predecessor-version":[{"id":3217,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/posts\/3205\/revisions\/3217"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/media\/3213"}],"wp:attachment":[{"href":"https:\/\/meta-quantum.today\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3205"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3205"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3205"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}