{"id":15347,"date":"2025-02-25T08:55:00","date_gmt":"2025-02-25T00:55:00","guid":{"rendered":"https:\/\/idmakers.cn\/?p=15347"},"modified":"2025-02-25T15:56:04","modified_gmt":"2025-02-25T07:56:04","slug":"deepseek-8","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2025\/02\/25\/deepseek-8\/","title":{"rendered":"DeepSeek\u7684\u6280\u672f\u4e0e\u5e02\u573a\u4f18\u52bf"},"content":{"rendered":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-nowrap is-layout-flex wp-container-1 wp-block-group has-normal-font-size\"><div class=\"has-text-color has-headings-color wp-block-post-date has-normal-font-size\"><time datetime=\"2025-02-25T08:55:00+08:00\">2025\u5e74 2\u6708 25\u65e5<\/time><\/div>\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"has-text-color has-headings-color wp-block-post-author has-normal-font-size\"><div class=\"wp-block-post-author__avatar\"><img alt='' src='https:\/\/secure.gravatar.com\/avatar\/0633155690c2881eb886aa8442774b27?s=24&#038;d=mm&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/0633155690c2881eb886aa8442774b27?s=48&#038;d=mm&#038;r=g 2x' class='avatar avatar-24 photo' height='24' width='24' loading='lazy' decoding='async'\/><\/div><div class=\"wp-block-post-author__content\"><p class=\"wp-block-post-author__name\">\u601d\u4e3a\u4ea4\u4e92<\/p><\/div><\/div><\/div>\n\n\n<h2 class=\"has-text-align-center has-larger-font-size\"><mark class=\"has-inline-color has-headings-color\" style=\"background-color: rgba(0, 0, 0, 0);\">DeepSeek\u7684\u6280\u672f\u4e0e\u5e02\u573a\u4f18\u52bf<\/mark><\/h2>\n<p style=\"font-size: 18px;\">\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u5168\u7403\u8303\u56f4\u5185\u7684\u5feb\u901f\u53d1\u5c55\uff0cDeepSeek\u51ed\u501f\u5176\u521b\u65b0\u7684\u6280\u672f\u67b6\u6784\u548c\u4f4e\u6210\u672c\u4f18\u52bf\uff0c\u5728\u5168\u7403AI\u5e02\u573a\u4e0a\u5d2d\u9732\u5934\u89d2\uff0c\u9010\u6e10\u6210\u4e3a\u4e1a\u754c\u5173\u6ce8\u7684\u7126\u70b9\u3002\u4f5c\u4e3a\u7531\u5e7b\u65b9\u91cf\u5316\u6295\u8d44\u516c\u53f8\u63a8\u51fa\u7684\u4ea7\u54c1\uff0cDeepSeek\u901a\u8fc7\u72ec\u7279\u7684\u6280\u672f\u4f18\u5316\u65b9\u6848\uff0c\u5b9e\u73b0\u4e86\u6a21\u578b\u7684\u9ad8\u6548\u4e0e\u7ecf\u6d4e\u6027\u7684\u5b8c\u7f8e\u7ed3\u5408\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8DeepSeek\u7684\u6280\u672f\u4f18\u52bf\u3001\u4e0e\u5e02\u573a\u4e0a\u5176\u4ed6\u4e3b\u6d41\u5927\u6a21\u578b\u7684\u5bf9\u6bd4\uff0c\u4ee5\u53ca\u5728\u5de5\u4e1a\u5e94\u7528\u4e2d\u7684\u6f5c\u529b\u3002<\/p>\n<h6>\u6280\u672f\u521b\u65b0\u5178\u8303<\/h6>\n<p style=\"font-size: 18px;\">DeepSeek\u7684\u6210\u529f\u5728\u4e8e\u5176\u5bf9\u7ecf\u5178Transformer\u67b6\u6784\u7684\u521b\u65b0\u6539\u8fdb\u3002\u901a\u8fc7\u5f15\u5165<span style=\"color: #000000;\"><strong>\u591a\u5934\u6f5c\u5728\u6ce8\u610f\u529b<\/strong><\/span>\uff08multi-head latent attention\uff09\u548c<span style=\"color: #000000;\"><strong>\u524d\u9988\u7f51\u7edc<\/strong><\/span>\uff08FFN\uff09\u7684<span style=\"color: #000000;\"><strong>MOE\uff08\u6df7\u5408\u4e13\u5bb6\uff09\u67b6\u6784<\/strong><\/span>\uff0cDeepSeek\u6709\u6548\u964d\u4f4e\u4e86\u6a21\u578b\u8ba1\u7b97\u8d44\u6e90\u7684\u6d88\u8017\u3002\u591a\u5934\u6f5c\u5728\u6ce8\u610f\u529b\u901a\u8fc7\u7ef4\u5ea6\u964d\u81f3c\u7ef4\uff0c\u5927\u5e45\u51cf\u5c11\u65f6\u95f4\u548c\u7a7a\u95f4\u7684\u590d\u6742\u5ea6\uff0c\u800cMOE\u67b6\u6784\u91c7\u7528\u4e86\u8d1f\u8f7d\u5747\u8861\u7684\u8def\u7531\u673a\u5236\uff0c\u786e\u4fdd\u6bcf\u4e2a\u795e\u7ecf\u5143\u5728\u8ba1\u7b97\u4e2d\u90fd\u6709\u673a\u4f1a\u53c2\u4e0e\uff0c\u6781\u5927\u63d0\u9ad8\u4e86\u8bad\u7ec3\u6548\u7387\u3002<\/p>\n<p style=\"font-size: 18px;\">\u9664\u6b64\u4ee5\u5916\uff0cDeepSeek\u5229\u7528<span style=\"color: #000000;\"><strong>FP8\u91cf\u5316<\/strong><\/span>\u548c<span style=\"color: #000000;\"><strong>\u5e76\u884c\u8ba1\u7b97\u6280\u672f<\/strong><\/span>\uff0c\u663e\u8457\u51cf\u5c0f\u663e\u5b58\u6d88\u8017\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u901f\u5ea6\u3002\u7279\u522b\u503c\u5f97\u4e00\u63d0\u7684\u662f\u591atoken\u9884\u6d4b\u6280\u672f\u7684\u5e94\u7528\uff0c\u4f7f\u5f97DeepSeek\u5728\u63a8\u7406\u901f\u5ea6\u4e0a\u76f8\u8f83\u4f20\u7edfTransformer\u6709\u5927\u5e45\u63d0\u5347\uff0c\u8fd9\u4e9b\u6280\u672f\u4f18\u52bf\u4f7f\u5f97DeepSeek\u5728\u8017\u8d39\u8d44\u6e90\u66f4\u5c11\u7684\u60c5\u51b5\u4e0b\uff0c\u4ecd\u80fd\u5728\u63a8\u7406\u4efb\u52a1\u4e2d\u4fdd\u6301\u51fa\u8272\u8868\u73b0\u3002<\/p>\n<h6>\u4e0e\u5e02\u573a\u4e3b\u6d41\u6a21\u578b\u7684\u5bf9\u6bd4<\/h6>\n<p style=\"font-size: 18px;\">DeepSeek\u4e0eOpenAI\u7684GPT\u3001Kimi\u7b49\u5176\u4ed6\u70ed\u95e8\u6a21\u578b\u5728\u53c2\u6570\u89c4\u6a21\u548c\u529f\u6548\u4e0a\u5404\u5177\u4f18\u52bf\u3002DeepSeek\u7684\u5343\u4ebf\u7ea7\u53c2\u6570\u5728\u77e5\u8bc6\u5bc6\u5ea6\u548c\u63a8\u7406\u80fd\u529b\u4e0a\u5177\u6709\u7a81\u51fa\u8868\u73b0\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cKimi\u652f\u6301\u8d85\u957f\u4e0a\u4e0b\u6587\u5904\u7406\uff0c\u9002\u5408\u6cd5\u5f8b\u6587\u732e\u7b49\u957f\u6587\u672c\u8ba1\u7b97\uff0c\u800c\u8c46\u5305\u5219\u4e13\u6ce8\u4e8e\u8f7b\u91cf\u7ea7\u5e94\u7528\u3002<\/p>\n<p style=\"font-size: 18px;\">\u5728\u8bad\u7ec3\u7b56\u7565\u4e0a\uff0cDeepSeek\u901a\u8fc7\u7ed3\u5408<span style=\"color: #000000;\"><strong>RLHF<\/strong><\/span>\uff08\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff09\u4e0e\u89c4\u5219\u9a71\u52a8\u7684\u53cc\u91cd\u7ea6\u675f\uff0c\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u80fd\u63d0\u4f9b\u7075\u6d3b\u7684\u4f18\u5316\u65b9\u6848\u3002\u8fdb\u4e00\u6b65\uff0cDeepSeek\u901a\u8fc7FP8\u7684\u91cf\u5316\u4e0e\u5e76\u884c\u5316\u7b56\u7565\uff0c\u5728\u663e\u5b58\u4e0e\u8ba1\u7b97\u6210\u672c\u4e0a\u83b7\u5f97\u663e\u8457\u4f18\u52bf\uff0c\u4f7f\u5176\u5728\u63a8\u7406API\u5b9a\u4ef7\u548c\u6574\u4f53\u8d39\u7528\u4e0a\u66f4\u5177\u7ade\u4e89\u529b\u3002<\/p>\n<h6>\u5de5\u4e1a\u5e94\u7528\u7684\u6f5c\u529b<\/h6>\n<p style=\"font-size: 18px;\">\u4f5c\u4e3a\u9ad8\u6027\u80fd\u4e14\u4f4e\u6210\u672c\u7684AI\u89e3\u51b3\u65b9\u6848\uff0cDeepSeek\u5728\u667a\u80fd\u5236\u9020\u3001\u6570\u5b57\u5b6a\u751f\u7b49\u5de5\u4e1a\u4e92\u8054\u7f51\u9886\u57df\u8868\u73b0\u51fa\u975e\u51e1\u6f5c\u529b\u3002\u5176\u5feb\u901f\u54cd\u5e94\u548c\u903b\u8f91\u63a8\u7406\u80fd\u529b\u4f7f\u5176\u80fd\u591f\u5728\u590d\u6742\u5de5\u4e1a\u73af\u5883\u4e2d\u8f85\u52a9\u51b3\u7b56\u4f18\u5316\uff0c\u63d0\u4f9b\u6570\u636e\u5206\u6790\u652f\u6301\u3002\u6b64\u5916\uff0c\u5f97\u76ca\u4e8e\u6a21\u578b\u7684\u9ad8\u6269\u5c55\u6027\u548c\u5f00\u653e\u6027\uff0cDeepSeek\u8fd8\u4e3a\u5de5\u4e1a\u5e94\u7528\u5f00\u53d1\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u7075\u6d3b\u6027\uff0c\u5438\u5f15\u4e86\u4f17\u591a\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u7684\u5173\u6ce8\u3002<\/p>\n<figure id=\"attachment_15448\" aria-describedby=\"caption-attachment-15448\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-15448\" src=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/DeepSeek6.jpg\" alt=\"DeepSeek\" width=\"800\" height=\"450\" srcset=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/DeepSeek6.jpg 1024w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/DeepSeek6-300x169.jpg 300w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/DeepSeek6-768x432.jpg 768w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/DeepSeek6-533x300.jpg 533w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-15448\" class=\"wp-caption-text\">DeepSeek<\/figcaption><\/figure>\n<p style=\"font-size: 18px;\">\u901a\u8fc7\u5bf9Transformer\u67b6\u6784\u7684\u521b\u65b0\u548c\u8bad\u7ec3\u6548\u7387\u7684\u63d0\u9ad8\uff0cDeepSeek\u5df2\u9010\u6e10\u786e\u7acb\u81ea\u5df1\u5728\u5168\u7403AI\u9886\u57df\u7684\u9886\u5148\u5730\u4f4d\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u6f14\u8fdb\u548c\u5e94\u7528\u573a\u666f\u7684\u6301\u7eed\u62d3\u5c55\uff0cDeepSeek\u4e0d\u4ec5\u5c06\u6df1\u5316\u5176\u5728\u5168\u7403\u5e02\u573a\u7684\u5f71\u54cd\u529b\uff0c\u8fd8\u4f1a\u7ee7\u7eed\u5f15\u9886AI\u6280\u672f\u7684\u521b\u65b0\u548c\u5e94\u7528\u53d1\u5c55\u3002\u672a\u6765\uff0cDeepSeek\u6709\u671b\u901a\u8fc7\u6301\u7eed\u4f18\u5316\u548c\u6269\u5c55\u529f\u80fd\uff0c\u5b9e\u73b0\u66f4\u5e7f\u6cdb\u7684\u5de5\u4e1a\u5e94\u7528\uff0c\u4ece\u800c\u5728\u5168\u7403\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\u6210\u4e3a\u4e0d\u53ef\u6216\u7f3a\u7684\u6280\u672f\u652f\u6491\u3002<\/p>\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\n<div class=\"wp-block-cover aligncenter has-custom-content-position is-position-top-left\" style=\"min-height: 315px;\">\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-block-cover__image-background alignnone wp-image-13522 size-full\" title=\"https:\/\/idmakers.cn\/\" src=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b.jpg\" sizes=\"(max-width: 2190px) 100vw, 2190px\" srcset=\"https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b.jpg 2190w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-300x169.jpg 300w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-1024x576.jpg 1024w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-768x432.jpg 768w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-1536x864.jpg 1536w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-2048x1152.jpg 2048w, https:\/\/idmakers.cn\/wp-content\/uploads\/2025\/02\/\u5927\u6a21\u578b-533x300.jpg 533w\" alt=\"\u601d\u4e3a\u4ea4\u4e92\" width=\"2190\" height=\"1232\" data-object-fit=\"cover\" \/><\/p>\n<div class=\"wp-block-cover__inner-container\">\n<h2 class=\"has-text-align-left\" style=\"font-size: 31px;\"><a href=\"https:\/\/idmakers.cn\/\">\u601d\u4e3a\u4ea4\u4e92<\/a><\/h2>\n<p style=\"font-size: 18px;\"><strong><span style=\"color: white;\">\u601d\u4e3a\u4ea4\u4e92\u662f\u4e00\u5bb6\u201c\u4ece\u4e91\u5230\u7aef\u201d\u7684\u65b0\u578b\u7269\u8054\u7f51\u53ca\u5de5\u4e1a4.0\u6280\u672f\u516c\u53f8\uff0c\u53ef\u4ee5\u4e3a\u5404\u7c7b\u751f\u4ea7\u5236\u9020\u578b\u4f01\u4e1a\u63d0\u4f9b\u4ece\u786c\u4ef6\u5230\u4e91\u7aef\u5168\u5957\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6211\u516c\u53f8Galileo 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