{"id":20757,"date":"2026-05-10T10:25:38","date_gmt":"2026-05-10T02:25:38","guid":{"rendered":"https:\/\/92it.top\/?p=20757"},"modified":"2026-05-10T10:25:38","modified_gmt":"2026-05-10T02:25:38","slug":"%e6%af%8f%e5%a4%a9%e5%90%83%e9%80%8f%e4%b8%80%e4%b8%aaai%e7%9f%a5%e8%af%86%e7%82%b9_%e6%8c%87%e4%bb%a4%e5%be%ae%e8%b0%83","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=20757","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2aAI\u77e5\u8bc6\u70b9_\u6307\u4ee4\u5fae\u8c03"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5<\/p>\n\n\n\n<p><strong>\u524d\u8a00\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5c0a\u8d35\u7684\u5404\u4f4d AI \u4ea7\u54c1\u7ecf\u7406\u4eec\uff0c\u4eca\u5929\uff0c\u54b1\u804a\u4e00\u4e2a\u504f\u6280\u672f\uff0c\u4f46\u53c8\u51b3\u5b9a\u6211\u4eec AI \u4ea7\u54c1\u6548\u679c\u7684\u4e00\u4e2a\u5173\u952e\u6982\u5ff5 \u2014\u2014 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srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-50.png 708w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-50-300x183.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-50-230x140.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-50-350x214.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-50-480x293.png 480w\" sizes=\"(max-width: 708px) 100vw, 708px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u5c31\u662f\u9884\u8bad\u7ec3\u3002\u7ecf\u8fc7\u8fd9\u4e2a\u9636\u6bb5\uff0c\u8fd9\u4e2a\u5b69\u5b50 \u2014\u2014 \u6211\u4eec\u79f0\u4e4b\u4e3a<strong>\u57fa\u7840\u6a21\u578b\uff08Base Model\uff09<\/strong> \u2014\u2014 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\u8fd9\u4e24\u4e2a\u4fe1\u606f\u7ecf\u5e38\u4e00\u8d77\u51fa\u73b0\uff0c\u4e8e\u662f\u4ed6\u80fd\u63a8\u65ad\u51fa \u201c<strong>\u82cf\u683c\u62c9\u5e95\u4f1a\u6b7b<\/strong>\u201d\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f46\u662f\uff0c\u4ed6\u6709\u4e00\u4e2a\u5de8\u5927\u7684\u7f3a\u9677 \u2014\u2014 \u4ed6\u662f\u4e2a\u4e66\u5446\u5b50\uff0c\u60c5\u5546 \u2248 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has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u9762\u5bf9\u8fd9\u4e2a\u4e66\u5446\u5b50\uff0c\u6211\u4eec\u8be5\u600e\u4e48\u529e\uff1f\u6253\u9a82\u662f\u6ca1\u7528\u7684\uff0c\u6211\u4eec\u9700\u8981\u6559\u4ed6\uff0c\u600e\u4e48\u6559\u5462\uff1f<\/p>\n\n\n\n<p><strong>\u6307\u4ee4\u5fae\u8c03\uff08Instruction Tuning\uff09<\/strong>\uff0c\u672c\u8d28\u4e0a\u5c31\u662f\u4e00\u573a\u5927\u578b\u7684\u3001\u9ad8\u8d28\u91cf\u7684\u4e00\u5bf9\u4e00\u8f85\u5bfc\u8bfe\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u76ee\u6807\u4e0d\u518d\u662f\u8ba9\u4ed6\u5b66\u77e5\u8bc6\uff08\u4ed6\u5df2\u7ecf\u5b66\u5f97\u591f\u591a\u4e86\uff09\uff0c\u800c\u662f\u6559\u4ed6<strong>\u5982\u4f55\u8fd0\u7528\u77e5\u8bc6\u6765\u5b8c\u6210\u4eba\u7c7b\u7684\u6307\u4ee4<\/strong>\u3002\u8fd9\u4e2a \u201c\u8f85\u5bfc\u8bfe\u201d \u7684\u6559\u6750\uff0c\u662f\u4e00\u7cfb\u5217\u88ab\u7b97\u6cd5\u4eba\u5458\u7cbe\u5fc3\u5236\u4f5c\u7684 \u201c<strong>\u6307\u4ee4 &#8211; \u56de\u7b54<\/strong>\u201d \u5bf9\uff08Instruction-Response Pair\uff09\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"684\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-52.png\" alt=\"\" class=\"wp-image-20762\" style=\"width:304px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-52.png 908w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-52-300x226.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-52-768x579.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-52-830x625.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-52-230x173.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-52-350x264.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/05\/\u56fe\u7247-52-480x362.png 480w\" sizes=\"(max-width: 908px) 100vw, 908px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u5361\u7247\u957f\u4ec0\u4e48\u6837\uff1f\u5b83\u4eec\u6db5\u76d6\u4e86\u4eba\u7c7b\u53ef\u80fd\u63d0\u51fa\u7684\u5404\u79cd\u5404\u6837\u7c7b\u578b\u7684\u6307\u4ee4\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u5f00\u653e\u5f0f\u95ee\u7b54 (Open QA)<\/strong>\n<ul>\n<li>\u6307\u4ee4\uff1a\u201c\u73e0\u7a46\u6717\u739b\u5cf0\u6709\u591a\u9ad8\uff1f\u201d<\/li>\n\n\n\n<li>\u56de\u7b54\uff1a\u201c\u73e0\u7a46\u6717\u739b\u5cf0\u7684\u6700\u65b0\u6d4b\u91cf\u9ad8\u5ea6\u662f 8848.86 \u7c73\u3002\u201d<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5934\u8111\u98ce\u66b4 (Brainstorming)<\/strong>\n<ul>\n<li>\u6307\u4ee4\uff1a\u201c\u5e2e\u6211\u60f3\u51e0\u4e2a\u9002\u5408\u91ce\u9910\u7684\u6d3b\u52a8\u3002\u201d<\/li>\n\n\n\n<li>\u56de\u7b54\uff1a\u201c\u5f53\u7136\uff01\u53ef\u4ee5\u8003\u8651\uff1a1. \u98de\u76d8\u6e38\u620f 2. \u6237\u5916\u5199\u751f 3. \u5409\u4ed6\u5f39\u5531 4. \u8bb2\u6545\u4e8b\u6bd4\u8d5b\u2026\u201d<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6587\u672c\u603b\u7ed3 (Summarization)<\/strong>\n<ul>\n<li>\u6307\u4ee4\uff1a\u201c\u8bf7\u5c06\u4ee5\u4e0b\u65b0\u95fb\u7a3f\u603b\u7ed3\u6210\u4e09\u53e5\u8bdd\uff1a[\u6b64\u5904\u9644\u4e0a\u4e00\u7bc7\u957f\u65b0\u95fb\u7a3f]\u201d<\/li>\n\n\n\n<li>\u56de\u7b54\uff1a\u201c[\u603b\u7ed3\u540e\u7684\u4e09\u53e5\u8bdd]\u201d<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u521b\u610f\u5199\u4f5c (Creative Writing)<\/strong>\n<ul>\n<li>\u6307\u4ee4\uff1a\u201c\u4ee5\u2018\u590f\u591c\u3001\u8749\u9e23\u3001\u661f\u7a7a\u2019\u4e3a\u4e3b\u9898\uff0c\u5199\u4e00\u9996\u4e94\u8a00\u7edd\u53e5\u3002\u201d<\/li>\n\n\n\n<li>\u56de\u7b54\uff1a\u201c\u6708\u5f71\u843d\u9636\u524d\uff0c\u51c9\u98ce\u4f34\u590f\u7720\u3002\u661f\u6cb3\u5343\u53e4\u4eae\uff0c\u9759\u542c\u4e00\u6c60\u8749\u3002\u201d<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u751f\u6210 (Code Generation)<\/strong>\n<ul>\n<li>\u6307\u4ee4\uff1a\u201c\u7528 Python \u5199\u4e00\u4e2a\u51fd\u6570\uff0c\u8ba1\u7b97\u6590\u6ce2\u90a3\u5951\u6570\u5217\u7684\u7b2c n \u9879\u3002\u201d<\/li>\n\n\n\n<li>\u56de\u7b54\uff1a<code>def fib(n): ...<\/code><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u770b\u5230\u91cd\u70b9\u4e86\u5417\uff1f\u6211\u4eec\u4e0d\u518d\u8ba9\u5927\u6a21\u578b \u201c\u76f2\u731c\u8bcd\u201d\uff0c\u800c\u662f\u76f4\u63a5\u544a\u8bc9\u4ed6\uff1a\u201c\u5f53\u4eba\u7c7b\u7ed9\u4f60\u8fd9\u6837\u7684\u6307\u4ee4\u65f6\uff0c\u4f60\u5c31\u5e94\u8be5\u7ed9\u51fa\u8fd9\u6837\u7684\u56de\u7b54\u3002\u201d<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3a<strong>\u76d1\u7763\u5fae\u8c03\uff08Supervised Fine-Tuning, SFT\uff09<\/strong>\u3002\u5b83\u5c31\u50cf\u6709\u4e00\u4f4d\u5f88\u5389\u5bb3\u7684\u5bb6\u6559\uff0c\u624b\u628a\u624b\u5730\u6559\u5b69\u5b50\u5982\u4f55\u5e94\u5bf9\u5404\u79cd\u8003\u8bd5\u9898\u578b\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>AI \u7684\u5927\u8111\uff08\u6a21\u578b\u53c2\u6570\uff09\u4f1a\u5f00\u59cb\u8fdb\u884c\u5fae\u5c0f\u7684\u3001\u7cbe\u7ec6\u7684\u8c03\u6574\u3002\u5b83\u4f1a\u6162\u6162\u9886\u609f\u5230\uff1a<\/p>\n\n\n\n<ul>\n<li>\u54e6\uff0c\u539f\u6765\u5f53\u4e00\u53e5\u8bdd\u4ee5<strong>\u95ee\u53f7<\/strong>\u7ed3\u5c3e\u65f6\uff0c\u6211\u5e94\u8be5\u53bb\u6211\u7684\u77e5\u8bc6\u5e93\u91cc\u627e\u7b54\u6848\uff0c\u800c\u4e0d\u662f\u9884\u6d4b\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u54e6\uff0c\u539f\u6765<strong>\u603b\u7ed3<\/strong>\u8fd9\u4e2a\u8bcd\u610f\u5473\u7740\u6211\u8981\u63d0\u53d6\u6838\u5fc3\u89c2\u70b9\uff0c\u800c\u4e0d\u662f\u590d\u8ff0\u539f\u6587\u3002<\/li>\n\n\n\n<li>\u54e6\uff0c\u539f\u6765<strong>\u5199\u8bd7<\/strong>\u610f\u5473\u7740\u6211\u8981\u7ec4\u7ec7\u6709\u97f5\u5f8b\u548c\u610f\u8c61\u7684\u6587\u5b57\uff0c\u800c\u4e0d\u662f\u7f57\u5217\u4e8b\u5b9e\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7ecf\u8fc7\u6210\u5343\u4e0a\u4e07\u4e2a\u4e0d\u540c\u7c7b\u578b\u6307\u4ee4\u7684 \u201c\u8f70\u70b8\u5f0f\u201d \u8f85\u5bfc\u540e\uff0cAI \u53d1\u751f\u4e86\u8d28\u53d8\u3002\u5b83\u5b66\u4f1a\u4e86<strong>\u6cdb\u5316<\/strong>\u3002\u5373\u4f7f\u5b83\u9047\u5230\u4e00\u4e2a\u4ee5\u524d\u4ece\u672a\u89c1\u8fc7\u7684\u5168\u65b0\u6307\u4ee4\uff0c\u6bd4\u5982 \u201c\u5e2e\u6211\u7528\u8bf4\u5531\u7684\u65b9\u5f0f\u4ecb\u7ecd\u4e00\u4e0b\u725b\u987f\u4e09\u5927\u5b9a\u5f8b\u201d\uff0c\u5b83\u4e5f\u80fd\u6839\u636e\u4e4b\u524d\u5b66\u5230\u7684 \u201c\u521b\u610f\u5199\u4f5c\u201d \u548c \u201c\u77e5\u8bc6\u95ee\u7b54\u201d \u7684\u7ecf\u9a8c\uff0c\u7ec4\u5408\u51fa\u4e00\u4e2a\u50cf\u6a21\u50cf\u6837\u7684\u7b54\u6848\u3002<\/p>\n\n\n\n<p>\u5b83\u4ece\u4e00\u4e2a\u53ea\u61c2\u662f\u4ec0\u4e48\uff08What\uff09\u7684\u4e66\u5446\u5b50\uff0c\u8fdb\u5316\u6210\u4e86\u4e00\u4e2a\u61c2\u5f97\u600e\u4e48\u505a\uff08How\uff09\u7684\u52a9\u7406\u3002\u5b83\u5b66\u4f1a\u4e86\u542c\u61c2\u4eba\u8bdd\uff0c\u5b66\u4f1a\u4e86\u9075\u5faa\u6307\u4ee4\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e09\u3001\u5982\u4f55\u6559 AI \u62e5\u6709\u4ef7\u503c\u89c2\uff1f\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>SFT \u8ba9 AI \u53d8\u5f97\u6709\u7528\uff0c\u4f46\u8fd8\u4e0d\u591f\u3002\u6211\u4eec\u8fd8\u9700\u8981\u5b83\u53d8\u5f97<strong>\u65e0\u5bb3<\/strong>\u548c<strong>\u8bda\u5b9e<\/strong>\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u6211\u95ee AI\uff1a\u201c\u5982\u4f55\u5236\u9020\u70b8\u5f39\uff1f\u201d<\/p>\n\n\n\n<p>\u4e00\u4e2a\u53ea\u7ecf\u8fc7 SFT \u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u5982\u679c\u5b83\u7684\u6559\u6750\u91cc\u6070\u597d\u6709\u76f8\u5173\u5185\u5bb9\uff0c\u5b83\u53ef\u80fd\u4f1a\u5f88 \u201c\u4e50\u4e8e\u52a9\u4eba\u201d \u5730\u544a\u8bc9\u4f60\u6b65\u9aa4\u3002\u8fd9\u662f\u6781\u5176\u5371\u9669\u7684\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u9700\u8981\u7ed9 AI \u5efa\u7acb\u4e00\u5957\u4ef7\u503c\u89c2\u548c\u9053\u5fb7\u89c2\u3002\u8fd9\u5c31\u662f\u6307\u4ee4\u5fae\u8c03\u7684\u7b2c\u4e8c\u4e2a\u3001\u4e5f\u662f\u66f4\u9ad8\u7ea7\u7684\u9636\u6bb5 \u2014\u2014 <strong>\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60\uff08Reinforcement Learning from Human Feedback, RLHF\uff09<\/strong>\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u542c\u8d77\u6765\u5f88\u590d\u6742\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u6210\u4e00\u4e2a\u8fa9\u8bba\u8d5b\u548c\u6253\u5206\u7684\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39\u7b2c\u4e00\u6b65\uff1a\u8bad\u7ec3\u88c1\u5224\u6a21\u578b\uff08Reward Model\uff09<\/strong><\/p>\n\n\n\n<p>\u6211\u4eec\u5148\u4e0d\u76f4\u63a5\u8bad\u7ec3 AI \u672c\u8eab\uff0c\u800c\u662f\u8bad\u7ec3\u4e00\u4e2a \u201c\u88c1\u5224\u201d\u3002<\/p>\n\n\n\n<ul>\n<li>\u6211\u4eec\u62ff\u4e00\u4e2a\u6307\u4ee4\uff0c\u6bd4\u5982 \u201c<strong>\u7ed9\u6211\u8bb2\u4e2a\u5173\u4e8e\u5c0f\u72d7\u7684\u7b11\u8bdd<\/strong>\u201d\u3002<\/li>\n\n\n\n<li>\u7136\u540e\u8ba9\u5df2\u7ecf\u7ecf\u8fc7 SFT \u8bad\u7ec3\u7684 AI\uff0c\u751f\u6210\u591a\u4e2a\u4e0d\u540c\u7248\u672c\u7684\u56de\u7b54\u3002\n<ul>\n<li>\u56de\u7b54 A\uff1a\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u3001\u6e29\u99a8\u7684\u7b11\u8bdd\u3002<\/li>\n\n\n\n<li>\u56de\u7b54 B\uff1a\u4e00\u4e2a\u4e0d\u597d\u7b11\u7684\u51b7\u7b11\u8bdd\u3002<\/li>\n\n\n\n<li>\u56de\u7b54 C\uff1a\u4e00\u4e2a\u5305\u542b\u6b67\u89c6\u6027\u8a00\u8bba\u7684\u4f4e\u4fd7\u7b11\u8bdd\u3002<\/li>\n\n\n\n<li>\u56de\u7b54 D\uff1a\u4e00\u4e2a\u80e1\u8bf4\u516b\u9053\u7684\u3001\u6839\u672c\u4e0d\u662f\u7b11\u8bdd\u7684\u56de\u7b54\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u7136\u540e\uff0c\u6211\u4eec\u8bf7<strong>\u4eba\u7c7b\u6807\u6ce8\u5458<\/strong>\u6765\u5f53\u8bc4\u59d4\uff0c\u5bf9\u8fd9\u4e9b\u56de\u7b54\u8fdb\u884c\u6392\u5e8f\u6253\u5206\u3002\u6bd4\u5982\uff1a<code>A > B > D > C<\/code>\u3002<\/li>\n\n\n\n<li>\u6211\u4eec\u7528\u6d77\u91cf\u7684<strong>\u4eba\u7c7b\u504f\u597d\u6570\u636e<\/strong>\uff08\u54ea\u4e2a\u56de\u7b54\u66f4\u597d\uff0c\u54ea\u4e2a\u66f4\u5dee\uff09\uff0c\u53bb\u8bad\u7ec3\u4e00\u4e2a\u5168\u65b0\u7684\u6a21\u578b\u3002\u8fd9\u4e2a\u6a21\u578b\u7684\u552f\u4e00\u5de5\u4f5c\uff0c\u5c31\u662f\u7ed9\u4efb\u4f55\u4e00\u4e2a AI \u7684\u56de\u7b54\u6253\u4e00\u4e2a\u5206\u6570\u3002\u5206\u6570\u8d8a\u9ad8\uff0c\u4ee3\u8868\u8fd9\u4e2a\u56de\u7b54\u8d8a\u7b26\u5408\u4eba\u7c7b\u7684\u671f\u671b\uff08\u66f4\u6709\u7528\u3001\u66f4\u8bda\u5b9e\u3001\u66f4\u65e0\u5bb3\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e2a\u88ab\u6253\u5206\u8bad\u7ec3\u51fa\u6765\u7684\u6a21\u578b\uff0c\u5c31\u662f<strong>\u5956\u52b1\u6a21\u578b\uff08Reward Model\uff09<\/strong>\uff0c\u4e5f\u5c31\u662f\u6211\u4eec\u7684 <strong>AI \u88c1\u5224<\/strong>\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39\u7b2c\u4e8c\u6b65\uff1a\u8ba9 AI \u5728\u8fa9\u8bba\u4e2d\u81ea\u6211\u8fdb\u5316<\/strong><\/p>\n\n\n\n<p>\u73b0\u5728\uff0c\u88c1\u5224\u5df2\u7ecf\u5c31\u4f4d\uff0c\u771f\u6b63\u7684\u8fdb\u5316\u5f00\u59cb\u4e86\u3002<\/p>\n\n\n\n<ul>\n<li>\u6211\u4eec\u8ba9 AI\uff08\u4e3b\u89d2\uff09\u56de\u5230\u8bad\u7ec3\u573a\uff1b<\/li>\n\n\n\n<li>\u5b83\u63a5\u6536\u4e00\u4e2a\u6307\u4ee4\uff0c\u7136\u540e\u5c1d\u8bd5\u751f\u6210\u4e00\u4e2a\u56de\u7b54\uff1b<\/li>\n\n\n\n<li>\u5b83\u628a\u81ea\u5df1\u7684\u56de\u7b54\u63d0\u4ea4\u7ed9\u88c1\u5224\uff08\u5956\u52b1\u6a21\u578b\uff09\uff1b<\/li>\n\n\n\n<li>\u88c1\u5224\u4f1a\u7ed9\u5b83\u7684\u56de\u7b54\u6253\u4e00\u4e2a\u5206\u6570\uff1b<\/li>\n\n\n\n<li><strong>AI \u7684\u76ee\u6807\uff0c\u5c31\u662f\u901a\u8fc7\u4e0d\u65ad\u8c03\u6574\u81ea\u5df1\u7684\u56de\u7b54\u7b56\u7565\uff0c\u6765\u6700\u5927\u5316\u4ece\u88c1\u5224\u90a3\u91cc\u83b7\u5f97\u7684\u5206\u6570\u3002<\/strong><\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full 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\u5728\u4e0e\u4e00\u4e2a\u865a\u62df\u7684\u4eba\u7c7b\u504f\u597d\u88c1\u5224\u7684\u4e92\u52a8\u4e2d\uff0c\u4e0d\u65ad\u5730\u8fdb\u884c\u81ea\u6211\u535a\u5f08\u548c\u81ea\u6211\u63d0\u5347\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7 RLHF\uff0cAI \u5b66\u4f1a\u4e86\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u5982\u4f55\u53d8\u5f97\u66f4\u6709\u7528<\/strong>\uff1a\u8bb2\u7b11\u8bdd\u65f6\uff0c\u5b83\u4f1a\u503e\u5411\u4e8e\u751f\u6210\u66f4\u6709\u8da3\u7684\u7248\u672c\uff0c\u56e0\u4e3a\u90a3\u6837\u5f97\u5206\u9ad8\u3002<\/li>\n\n\n\n<li><strong>\u5982\u4f55\u53d8\u5f97\u66f4\u65e0\u5bb3<\/strong>\uff1a\u5f53\u88ab\u95ee\u53ca\u5371\u9669\u95ee\u9898\u65f6\uff0c\u5b83\u4f1a\u5b66\u4f1a<strong>\u62d2\u7edd\u56de\u7b54<\/strong>\u6216\u8005<strong>\u63d0\u4f9b\u5b89\u5168\u8b66\u544a<\/strong>\uff0c\u56e0\u4e3a\u76f4\u63a5\u56de\u7b54\u4f1a\u88ab\u88c1\u5224\u6253\u4e00\u4e2a\u6781\u4f4e\u7684\u5206\u6570\u3002<\/li>\n\n\n\n<li><strong>\u5982\u4f55\u53d8\u5f97\u66f4\u8bda\u5b9e<\/strong>\uff1a\u5f53\u5b83\u4e0d\u77e5\u9053\u7b54\u6848\u65f6\uff0c\u5b83\u4f1a\u5b66\u4f1a\u8bf4 \u201c\u6211\u4e0d\u77e5\u9053\u201d\uff0c\u800c\u4e0d\u662f\u7f16\u9020\u4e00\u4e2a\u7b54\u6848\uff0c\u56e0\u4e3a\u5e7b\u89c9\u4e5f\u4f1a\u88ab\u88c1\u5224\u6263\u5206\u3002<\/li>\n<\/ul>\n\n\n\n<p>SFT + RLHF\uff0c\u8fd9\u4e24\u6b65\u7ec4\u5408\u62f3\uff0c\u5171\u540c\u6784\u6210\u4e86\u5b8c\u6574\u7684<strong>\u6307\u4ee4\u5fae\u8c03\u8fc7\u7a0b<\/strong>\u3002<\/p>\n\n\n\n<p><strong>SFT \u7ed9\u4e86 AI \u667a\u5546<\/strong>\uff0c\u6559\u4f1a\u5b83\u505a\u4e8b\u7684\u80fd\u529b\uff1b<strong>RLHF \u7ed9\u4e86 AI \u60c5\u5546\u548c\u4ef7\u503c\u89c2<\/strong>\uff0c\u6559\u4f1a\u5b83\u5982\u4f55\u628a\u4e8b\u505a\u597d\u3001\u505a\u5f97\u5bf9\u3002<\/p>\n\n\n\n<p>\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u4eca\u5929\u7684 ChatGPT\uff0c\u5728\u4f60\u95ee\u5b83\u4e00\u4e2a\u654f\u611f\u95ee\u9898\u65f6\uff0c\u5b83\u4f1a\u7ed9\u4f60\u4e00\u6bb5 \u201c\u514d\u8d23\u58f0\u660e\u201d \u548c \u201c\u5b89\u5168\u63d0\u793a\u201d\u3002\u8fd9\u4e0d\u662f\u5b83\u81ea\u5df1\u60f3\u51fa\u6765\u7684\uff0c\u800c\u662f\u6210\u5343\u4e0a\u4e07\u7684\u4eba\u7c7b\u6807\u6ce8\u5458\uff0c\u5728 RLHF \u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e00\u6b21\u6b21\u5730\u544a\u8bc9\u5b83\uff1a\u201c\u8fd9\u6837\u505a\uff0c\u624d\u662f\u5bf9\u7684\uff0c\u624d\u80fd\u5f97\u9ad8\u5206\uff0c\u4f60\u7ed9\u6211\u60a0\u7740\u70b9\uff01\uff01\uff01\u201d<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u56db\u3001\u6211\u4eec\u666e\u901a\u4eba\u548b\u7528 \u201c\u6307\u4ee4\u5fae\u8c03\u201d \u7684\u601d\u7ef4\uff1f\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e86\u89e3\u4e86\u539f\u7406\uff0c\u5bf9\u6211\u4eec\u6709\u4ec0\u4e48\u7528\u5462\uff1f\u867d\u7136\u6211\u4eec\u65e0\u6cd5\u4eb2\u81ea\u53bb\u5fae\u8c03\u4e00\u4e2a\u5927\u6a21\u578b\uff0c\u4f46\u6211\u4eec<strong>\u53ef\u4ee5\u5728\u81ea\u5df1\u7684 Prompt \u4e2d\uff0c\u5e94\u7528\u6307\u4ee4\u5fae\u8c03\u7684\u601d\u7ef4<\/strong>\u3002<\/p>\n\n\n\n<p>\u60f3\u8c61\u4f60\u7684\u6bcf\u4e00\u6b21 Prompt\uff0c\u90fd\u662f\u5728\u5bf9\u4e00\u4e2a \u201c\u901a\u7528\u57fa\u7840\u6a21\u578b\u201d \u8fdb\u884c\u4e00\u6b21<strong>\u5373\u65f6\u5fae\u8c03\uff08In-Context Tuning\uff09<\/strong>\u3002<\/p>\n\n\n\n<p><strong>\ud83d\udd391. \u660e\u786e\u7684\u6307\u4ee4\uff08SFT \u601d\u7ef4\uff09<\/strong><\/p>\n\n\n\n<ul>\n<li>\u4e0d\u8981\u8bf4\uff1a\u201c\u5e2e\u6211\u5f04\u4e00\u4e0b\u8fd9\u4e2a\u6587\u7ae0\u3002\u201d<\/li>\n\n\n\n<li>\u8981\u8bf4\uff1a\u201c\u8bf7\u5c06\u4ee5\u4e0b\u6587\u7ae0\u603b\u7ed3\u6210\u4e00\u4e2a\u5305\u542b\u4e09\u4e2a\u8981\u70b9\u7684\u5217\u8868\uff0c\u5e76\u4e3a\u8fd9\u4e2a\u5217\u8868\u8d77\u4e00\u4e2a\u5438\u5f15\u4eba\u7684\u6807\u9898\u3002\u201d<\/li>\n\n\n\n<li>\u4f60\u770b\uff0c\u4f60\u7ed9\u51fa\u4e86 \u201c\u603b\u7ed3\u201d\u3001\u201c\u5217\u8868\u201d\u3001\u201c\u8d77\u6807\u9898\u201d \u8fd9\u4e09\u4e2a\u6e05\u6670\u7684\u6307\u4ee4\u7c7b\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392. \u63d0\u4f9b \u201c\u56de\u7b54\u8303\u4f8b\u201d\uff08SFT \u601d\u7ef4\uff09<\/strong><\/p>\n\n\n\n<p>\u5728 Prompt \u4e2d\uff0c\u63d0\u4f9b\u4e00\u4e2a\u6216\u591a\u4e2a<strong>\u6307\u4ee4 &#8211; \u56de\u7b54<\/strong>\u7684\u8303\u4f8b\uff08Few-shot Learning\uff09\uff0c\u80fd\u6781\u5feb\u5730\u8ba9 AI \u7406\u89e3\u4f60\u7684\u610f\u56fe\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u4efb\u52a1\uff1a\u4ece\u7528\u6237\u8bc4\u8bba\u4e2d\u63d0\u53d6\u60c5\u611f\n\n## \u793a\u4f8b1\n* **\u8bc4\u8bba**: \"\u8fd9\u4ef6\u8863\u670d\u7684\u8d28\u91cf\u592a\u5dee\u4e86\uff0c\u7a7f\u4e00\u6b21\u5c31\u7834\u4e86\uff01\"\n* **\u60c5\u611f**: \u8d1f\u9762\n\n## \u793a\u4f8b2\n* **\u8bc4\u8bba**: \"\u7269\u6d41\u901f\u5ea6\u5f88\u5feb\uff0c\u7b2c\u4e8c\u5929\u5c31\u5230\u4e86\uff0c\u5f88\u60ca\u559c\u3002\"\n* **\u60c5\u611f**: \u6b63\u9762\n\n## \u73b0\u5728\uff0c\u8bf7\u4e3a\u4ee5\u4e0b\u8bc4\u8bba\u63d0\u53d6\u60c5\u611f:\n* **\u8bc4\u8bba**: \"\u4ea7\u54c1\u8fd8\u884c\u5427\uff0c\u4e0d\u597d\u4e0d\u574f\u3002\"\n* **\u60c5\u611f**: ???<\/pre>\n\n\n\n<p>\u4f60\u901a\u8fc7\u63d0\u4f9b\u8303\u4f8b\uff0c\u5c31\u662f\u5728\u5bf9 AI \u8fdb\u884c\u4e00\u6b21 \u201c\u5373\u65f6 SFT\u201d\uff0c\u6559\u5b83\u4ec0\u4e48\u662f \u201c\u63d0\u53d6\u60c5\u611f\u201d \u8fd9\u4e2a\u6307\u4ee4\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>3. \u8bbe\u7acb \u201c\u4ef7\u503c\u89c2\u201d \u548c \u201c\u8bc4\u5206\u6807\u51c6\u201d\uff08RLHF \u601d\u7ef4\uff09<\/strong><\/p>\n\n\n\n<p>\u5728\u4f60\u7684 Prompt \u4e2d\uff0c\u660e\u786e\u544a\u8bc9 AI \u4f60\u7684\u504f\u597d\uff0c\u4e5f\u5c31\u662f\u5b83\u7684\u5f97\u5206\u70b9\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u4efb\u52a1\uff1a\u4e3a\u6211\u7684\u65b0\u5496\u5561\u5e97\u5199\u4e00\u6bb5\u63a8\u5e7f\u6587\u6848\n\n## \u8bc4\u5206\u6807\u51c6 (\u6211\u559c\u6b22\u4ec0\u4e48\u6837\u7684\u6587\u6848):\n* **\u9ad8\u5206\u9879**: \u4f7f\u7528\u751f\u52a8\u6d3b\u6cfc\u7684\u8bed\u8a00\uff0c\u591a\u7528\u6bd4\u55bb\uff1b\u91cd\u70b9\u7a81\u51fa\u5496\u5561\u8c46\u7684\u4ea7\u5730\u548c\u98ce\u5473\u7ec6\u8282\uff1b\n* **\u6263\u5206\u9879**: \u4f7f\u7528\u9648\u8bcd\u6ee5\u8c03\uff08\u5982\u201c\u9999\u9187\u6d53\u539a\u201d\uff09\uff1b\u53ea\u8c08\u4ef7\u683c\u548c\u6298\u6263\uff1b\u7eaf\u5e7f\u544a\u8154\u3002\n\n\u8bf7\u6839\u636e\u4ee5\u4e0a\u8bc4\u5206\u6807\u51c6\uff0c\u5f00\u59cb\u4f60\u7684\u521b\u4f5c\u3002<\/pre>\n\n\n\n<p>\u5f53\u4f60\u8fd9\u6837\u505a\u65f6\uff0c\u4f60\u5c31\u662f\u5728\u626e\u6f14\u90a3\u4e2a \u201c\u5956\u52b1\u6a21\u578b\u201d \u7684\u89d2\u8272\uff0c\u9884\u5148\u544a\u8bc9 AI\uff0c\u4ec0\u4e48\u6837\u7684\u56de\u7b54\u5728\u4f60\u8fd9\u91cc\u80fd\u5f97\u9ad8\u5206\u3002\u8fd9\u4f1a\u6781\u5927\u5730\u63d0\u5347\u5b83\u751f\u6210\u5185\u5bb9\u7684\u547d\u4e2d\u7387\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5 \u524d\u8a00\ud83d\udd16 \u5c0a\u8d35\u7684\u5404\u4f4d AI \u4ea7\u54c1\u7ecf\u7406\u4eec\uff0c\u4eca\u5929\uff0c\u54b1\u804a\u4e00\u4e2a\u504f\u6280\u672f\uff0c\u4f46\u53c8\u51b3\u5b9a\u6211\u4eec AI \u4ea7 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[48],"tags":[],"_links":{"self":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20757"}],"collection":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=20757"}],"version-history":[{"count":1,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20757\/revisions"}],"predecessor-version":[{"id":20765,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20757\/revisions\/20765"}],"wp:attachment":[{"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20757"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=20757"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=20757"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}