{"id":121499,"date":"2026-11-02T22:49:03","date_gmt":"2026-11-02T14:49:03","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/121499.html"},"modified":"2026-11-02T22:49:03","modified_gmt":"2026-11-02T14:49:03","slug":"d49-%c2%b7-%e6%a8%a1%e5%9e%8b%e4%be%a7%e5%85%9c%e5%ba%95%ef%bc%9a%e8%92%b8%e9%a6%8f%e5%b0%8f%e6%a8%a1%e5%9e%8b-%e9%87%8f%e5%8c%96-%e6%88%90%e6%9c%ac%e5%8e%8b%e9%99%8d","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/121499.html","title":{"rendered":"D49 \u00b7 \u6a21\u578b\u4fa7\u515c\u5e95\uff1a\u84b8\u998f\u5c0f\u6a21\u578b + \u91cf\u5316 + \u6210\u672c\u538b\u964d"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>D49 \u00b7 \u6a21\u578b\u4fa7\u515c\u5e95\uff1a\u84b8\u998f\u5c0f\u6a21\u578b + \u91cf\u5316 + \u6210\u672c\u538b\u964d<\/li>\n<li>\n<ul>\n<li>\u5f00\u7bc7\uff1a\u6a21\u578b\u592a\u8d35\u7684\u65f6\u5019\uff0c\u4f60\u7b97\u8fc7\u8d26\u5417<\/li>\n<li>\u7b2c 1 \u7ae0 \u6210\u672c\u8d26\u672c\uff1a\u4e09\u672c\u8d26\u4e0e\u76c8\u4e8f\u5e73\u8861\u70b9<\/li>\n<li>\n<ul>\n<li>1.1 \u5148\u628a\u8d26\u5206\u6210\u4e09\u7c7b<\/li>\n<li>1.2 \u5355\u8bf7\u6c42\u6210\u672c\uff1a\u4e09\u4e2a\u6700\u5e38\u89c1\u7684\u586b\u9519<\/li>\n<li>1.3 \u7f13\u5b58\uff1a\u6536\u76ca\u6700\u88ab\u4f4e\u4f30\u7684\u4e00\u9879<\/li>\n<li>1.4 \u76c8\u4e8f\u5e73\u8861\u70b9\uff1a\u5148\u505a\u8fb9\u9645\u6210\u672c\u5224\u636e<\/li>\n<li>1.5 \u56db\u4e2a\u573a\u666f\u7684\u5b9e\u6d4b\u7ed3\u8bba<\/li>\n<li>1.6 \u6df7\u5408\u6a21\u5f0f\uff1a\u5e38\u6001\u81ea\u6258\u7ba1\uff0c\u5cf0\u503c\u6ea2\u51fa\u8d70 API<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c 2 \u7ae0 \u84b8\u998f\u9009\u578b\uff1a\u4e09\u79cd\u65b9\u5f0f\u3001\u4e09\u79cd\u4ee3\u4ef7<\/li>\n<li>\n<ul>\n<li>2.1 \u4e09\u79cd\u84b8\u998f\u65b9\u5f0f\u7684\u53d6\u820d<\/li>\n<li>2.2 \u6e29\u5ea6\uff1a\u4e3a\u4ec0\u4e48\u5fc5\u987b\u8c03<\/li>\n<li>2.3 \u6570\u636e\u914d\u6bd4\uff1a\u6700\u5bb9\u6613\u88ab\u5ffd\u7565\u3001\u4e5f\u6700\u5bb9\u6613\u7ffb\u8f66\u7684\u4e00\u6b65<\/li>\n<li>2.4 \u6570\u636e\u91cf\uff1a\u6bd4\u4f8b\u4e0d\u7b49\u4e8e\u7edd\u5bf9\u91cf<\/li>\n<li>2.5 \u84b8\u998f\u96c6\u7684\u5783\u573e\u5fc5\u987b\u8fc7\u6ee4<\/li>\n<li>2.6 \u56de\u672c\u6d4b\u7b97\uff1a\u6700\u5e38\u89c1\u7684\u300c\u767d\u5e72\u300d<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c 3 \u7ae0 \u91cf\u5316\u6863\u4f4d\uff1a\u663e\u5b58\u8d26\u8981\u7b97\u4e09\u5757<\/li>\n<li>\n<ul>\n<li>3.1 \u300c7B \u7528 INT4\uff0c\u663e\u5b58\u4ece 14G \u964d\u5230 4G\u300d\u8fd9\u53e5\u8bdd\u5bf9\u5417<\/li>\n<li>3.2 \u5b9e\u6d4b\uff1a7B \u6a21\u578b\u7684\u663e\u5b58\u8d26<\/li>\n<li>3.3 \u957f\u4e0a\u4e0b\u6587\uff1aKV cache \u624d\u662f\u4e3b\u89d2<\/li>\n<li>3.4 GQA\uff1aKV head \u6570\u4e0d\u662f attention head \u6570<\/li>\n<li>3.5 \u6821\u51c6\u96c6\uff1a\u4e09\u4e2a\u5e38\u89c1\u9519\u8bef<\/li>\n<li>3.6 \u300c\u88c5\u5f97\u4e0b\u300d\u4e0d\u7b49\u4e8e\u300c\u625b\u5f97\u4f4f\u300d<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c 4 \u7ae0 \u6210\u672c-\u7cbe\u5ea6\u66f2\u7ebf\uff1a\u627e\u5230\u62d0\u70b9<\/li>\n<li>\n<ul>\n<li>4.1 \u628a\u6240\u6709\u7ec4\u5408\u90fd\u6446\u4e0a\u53bb<\/li>\n<li>4.2 \u5e15\u7d2f\u6258\u524d\u6cbf\uff1a\u5148\u780d\u6389\u4e00\u534a\u65b9\u6848<\/li>\n<li>4.3 \u62d0\u70b9\uff1a\u6027\u4ef7\u6bd4\u7684\u5206\u754c\u7ebf<\/li>\n<li>4.4 \u9009\u578b\u5efa\u8bae\uff1a\u5148\u6709\u9884\u7b97\u7ea6\u675f\uff0c\u518d\u5728\u7ea6\u675f\u5185\u6c42\u6700\u4f18<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c 5 \u7ae0 \u964d\u7ea7\u9636\u68af\uff1a\u6a21\u578b\u4fa7\u600e\u4e48\u63a5\u4f4f D48 \u7684\u515c\u5e95<\/li>\n<li>\n<ul>\n<li>5.1 \u964d\u7ea7\u5e94\u8be5\u662f\u4e00\u4e32\u9636\u68af<\/li>\n<li>5.2 \u9009\u6863\u7684\u4e94\u4e2a\u6761\u4ef6<\/li>\n<li>5.3 \u4e3b\u52a8\u964d\u7ea7 vs \u88ab\u52a8\u964d\u7ea7<\/li>\n<li>5.4 \u8c03\u7528\u5931\u8d25\u8981\u7acb\u523b\u964d\u7ea7\uff0c\u800c\u4e0d\u662f\u8fd4\u56de\u9519\u8bef<\/li>\n<li>5.5 \u964d\u7ea7\u7684\u4ef7\u503c\uff1a\u4e1a\u52a1\u4e0d\u4e2d\u65ad<\/li>\n<li>5.6 \u964d\u7ea7\u7387\u662f\u6838\u5fc3\u76d1\u63a7\u6307\u6807<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c 6 \u7ae0 \u4ec0\u4e48\u65f6\u5019\u4e0d\u8be5\u4f18\u5316<\/li>\n<li>\n<ul>\n<li>6.1 \u4f18\u5316\u7684\u6027\u4ef7\u6bd4\u6709\u660e\u786e\u987a\u5e8f<\/li>\n<li>6.2 \u4e09\u79cd\u300c\u73b0\u5728\u4e0d\u8be5\u4f18\u5316\u300d\u7684\u60c5\u51b5<\/li>\n<li>6.3 \u84b8\u998f\u7684\u56db\u4e2a\u9677\u9631<\/li>\n<li>6.4 \u91cf\u5316\u7684\u4e09\u4e2a\u9677\u9631<\/li>\n<li>6.5 \u8fc7\u5ea6\u5de5\u7a0b\u6e05\u5355<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c 7 \u7ae0 \u843d\u5730\uff1a\u76d1\u63a7\u3001\u56e2\u961f\u4e0e\u4e0a\u7ebf\u8282\u594f<\/li>\n<li>\n<ul>\n<li>7.1 \u4e0a\u7ebf\u8282\u594f\uff1a\u4e09\u6b65\u8d70<\/li>\n<li>7.2 \u76d1\u63a7\u6307\u6807\uff1a\u4e09\u7ec4\uff0c\u7f3a\u4e00\u4e0d\u53ef<\/li>\n<li>7.3 \u4ec0\u4e48\u65f6\u5019\u53eb\u505c<\/li>\n<li>7.4 \u56e2\u961f\u5206\u5de5<\/li>\n<li>7.5 \u4e0a\u7ebf\u524d\u68c0\u67e5\u6e05\u5355<\/li>\n<\/ul>\n<\/li>\n<li>\u5173\u952e\u8981\u70b9<\/li>\n<li>\u601d\u8003\u9898<\/li>\n<li>\u4e0b\u7bc7\u9884\u544a<\/li>\n<li>\u53c2\u8003\u8d44\u6599<\/li>\n<li>\u914d\u5957\u4ee3\u7801<\/li>\n<li>\u4f5c\u8005<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>D49 \u00b7 \u6a21\u578b\u4fa7\u515c\u5e95\uff1a\u84b8\u998f\u5c0f\u6a21\u578b + \u91cf\u5316 + \u6210\u672c\u538b\u964d<\/h2>\n<p>\u5199\u7ed9\u5df2\u7ecf\u4e0a\u4e86\u5927\u6a21\u578b\u3001\u5f00\u59cb\u88ab\u8d26\u5355\u548c GPU \u8d44\u6e90\u6298\u78e8\u7684\u540e\u7aef\u5de5\u7a0b\u5e08<\/p>\n<p>\u672c\u6587\u662f\u300a60 \u5929 AI \u5168\u6808\u8f6c\u578b\uff1a\u4f20\u7edf\u5f00\u53d1\u8005\u7684\u5927\u6a21\u578b\u5de5\u7a0b\u5e08\u4e4b\u8def\u300bS3 \u7b2c\u4e09\u9636\u6bb5\u7b2c 4 \u7bc7 \u914d\u5957\u4ee3\u7801\u4ed3\u5e93\uff1agitcode.com\/road-emblem\/60-days-ai-stack<\/p>\n<hr>\n<h3>\u5f00\u7bc7\uff1a\u6a21\u578b\u592a\u8d35\u7684\u65f6\u5019\uff0c\u4f60\u7b97\u8fc7\u8d26\u5417<\/h3>\n<p>\u4e0a\u4e00\u7bc7 D48 \u6211\u4eec\u8bb2\u300c\u89c4\u5219\u548c\u6a21\u578b\u600e\u4e48\u5206\u5de5\u300d\uff0c\u6700\u540e\u7b97\u51fa\u4e00\u7b14\u4e1a\u52a1\u6210\u672c\u3002<\/p>\n<p>\u90a3\u7b14\u8d26\u770b\u8d77\u6765\u662f\u5b8c\u6574\u7684\uff1a\u89c4\u5219\u5c42\u51c6\u4e0d\u51c6\u3001\u6a21\u578b\u5c42\u51c6\u4e0d\u51c6\u3001\u6574\u4f53\u5408\u8d77\u6765\u51c6\u4e0d\u51c6\uff0c\u5168\u90fd\u6709\u6570\u5b57\u3002<\/p>\n<p>\u4f46\u5982\u679c\u4f60\u771f\u7684\u62ff\u90a3\u7b14\u8d26\u53bb\u8ddf\u8001\u677f\u8981\u9884\u7b97\uff0c\u4f1a\u88ab\u4e00\u53e5\u8bdd\u95ee\u56de\u6765\uff1a<\/p>\n<p>\u300c\u4e00\u4e2a\u6708\u5230\u5e95\u8981\u82b1\u591a\u5c11\u94b1\uff1f\u300d<\/p>\n<p>\u7b54\u4e0d\u4e0a\u6765\u3002<\/p>\n<p>\u56e0\u4e3a\u90a3\u7b14\u8d26\u91cc\uff0c\u6a21\u578b\u6210\u672c\u662f\u6309\u300c\u5355\u4ef7\u300d\u4f30\u7684\u2014\u2014\u6bd4\u5982\u300c7B \u6a21\u578b \u00a54\/\u767e\u4e07 token\u300d\u3002 \u5355\u4ef7\u662f\u4f9b\u5e94\u5546\u5b9a\u7684\uff0c\u4f46\u4f60\u5b9e\u9645\u4ed8\u51fa\u7684\u5355\u4f4d\u6210\u672c\u662f\u4f60\u81ea\u5df1\u7684\u67b6\u6784\u51b3\u5b9a\u7684\u3002<\/p>\n<p>\u8fd9\u4e09\u4e2a\u6570\u5dee\u5f97\u5f88\u8fdc\uff1a<\/p>\n<p>\u5355\u4ef7        \u00a50.004 \/ \u6b21        \u2190 \u4f9b\u5e94\u5546\u5b9a\u4ef7\u8868\u4e0a\u7684\u6570<br \/>\n\u5355\u4f4d\u6210\u672c    \u00a50.0084 \/ \u6b21       \u2190 \u4f60\u7684\u771f\u5b9e\u5355\u4f4d\u6210\u672c\uff08\u542b\u91cd\u8bd5\u3001\u7f13\u5b58\u3001\u5cf0\u503c\uff09<br \/>\n\u6708\u5ea6\u8d26\u5355    \u00a59,922 \/ \u6708        \u2190 \u8fd9\u4e2a\u624d\u662f\u8981\u8ddf\u8001\u677f\u8bf4\u7684\u6570<\/p>\n<p>\u518d\u5f80\u4e0b\u4e00\u5c42\uff0c\u8fd8\u6709\u4e09\u4e2a\u95ee<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u76ee\u5f55 D49 \u00b7 \u6a21\u578b\u4fa7\u515c\u5e95\uff1a\u84b8\u998f\u5c0f\u6a21\u578b + \u91cf\u5316 + \u6210\u672c\u538b\u964d \u5f00\u7bc7\uff1a\u6a21\u578b\u592a\u8d35\u7684\u65f6\u5019\uff0c\u4f60\u7b97\u8fc7\u8d26\u5417 \u7b2c 1 \u7ae0 \u6210\u672c\u8d26\u672c\uff1a\u4e09\u672c\u8d26\u4e0e\u76c8\u4e8f\u5e73\u8861\u70b9 1.1 \u5148\u628a\u8d26\u5206\u6210\u4e09\u7c7b 1.2 \u5355\u8bf7\u6c42\u6210\u672c\uff1a\u4e09\u4e2a\u6700\u5e38\u89c1\u7684\u586b\u9519 1.3 \u7f13\u5b58\uff1a\u6536\u76ca\u6700\u88ab\u4f4e\u4f30\u7684\u4e00\u9879 1.4 \u76c8\u4e8f\u5e73\u8861\u70b9\uff1a\u5148\u505a\u8fb9\u9645\u6210\u672c\u5224\u636e 1.5 \u56db\u4e2a\u573a\u666f\u7684\u5b9e\u6d4b\u7ed3\u8bba 1.6 \u6df7\u5408\u6a21\u5f0f\uff1a\u5e38\u6001\u81ea\u6258\u7ba1\uff0c\u5cf0\u503c\u6ea2\u51fa\u8d70 API \u7b2c 2 \u7ae0 \u84b8\u998f\u9009\u578b\uff1a\u4e09\u79cd\u65b9\u5f0f\u3001\u4e09\u79cd\u4ee3\u4ef7 2.1 \u4e09\u79cd\u84b8\u998f\u65b9\u5f0f\u7684\u53d6\u820d 2.2 \u6e29\u5ea6\uff1a\u4e3a\u4ec0\u4e48\u5fc5\u987b\u8c03 2.3 \u6570\u636e\u914d\u6bd4\uff1a\u6700\u5bb9\u6613<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11820,50],"topic":[],"class_list":["post-121499","post","type-post","status-publish","format-standard","hentry","category-server","tag-atomgit","tag-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>D49 \u00b7 \u6a21\u578b\u4fa7\u515c\u5e95\uff1a\u84b8\u998f\u5c0f\u6a21\u578b + \u91cf\u5316 + \u6210\u672c\u538b\u964d - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/121499.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"D49 \u00b7 \u6a21\u578b\u4fa7\u515c\u5e95\uff1a\u84b8\u998f\u5c0f\u6a21\u578b + \u91cf\u5316 + \u6210\u672c\u538b\u964d - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u76ee\u5f55 D49 \u00b7 \u6a21\u578b\u4fa7\u515c\u5e95\uff1a\u84b8\u998f\u5c0f\u6a21\u578b + \u91cf\u5316 + \u6210\u672c\u538b\u964d \u5f00\u7bc7\uff1a\u6a21\u578b\u592a\u8d35\u7684\u65f6\u5019\uff0c\u4f60\u7b97\u8fc7\u8d26\u5417 \u7b2c 1 \u7ae0 \u6210\u672c\u8d26\u672c\uff1a\u4e09\u672c\u8d26\u4e0e\u76c8\u4e8f\u5e73\u8861\u70b9 1.1 \u5148\u628a\u8d26\u5206\u6210\u4e09\u7c7b 1.2 \u5355\u8bf7\u6c42\u6210\u672c\uff1a\u4e09\u4e2a\u6700\u5e38\u89c1\u7684\u586b\u9519 1.3 \u7f13\u5b58\uff1a\u6536\u76ca\u6700\u88ab\u4f4e\u4f30\u7684\u4e00\u9879 1.4 \u76c8\u4e8f\u5e73\u8861\u70b9\uff1a\u5148\u505a\u8fb9\u9645\u6210\u672c\u5224\u636e 1.5 \u56db\u4e2a\u573a\u666f\u7684\u5b9e\u6d4b\u7ed3\u8bba 1.6 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