{"id":751841,"date":"2026-03-22T09:52:24","date_gmt":"2026-03-22T01:52:24","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=751841"},"modified":"2026-03-22T09:52:24","modified_gmt":"2026-03-22T01:52:24","slug":"%e9%a2%a0%e8%a6%86%ef%bc%81nvidia%e5%8f%91%e6%98%8e%e6%96%b0%e6%8a%80%e6%9c%afkvtc%ef%bc%9a%e5%86%85%e5%ad%98%e4%bd%bf%e7%94%a8%e9%87%8f%e7%bc%a9%e5%87%8f20%e5%80%8d","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=751841","title":{"rendered":"\u98a0\u8986\uff01NVIDIA\u53d1\u660e\u65b0\u6280\u672fKVTC\uff1a\u5185\u5b58\u4f7f\u7528\u91cf\u7f29\u51cf20\u500d"},"content":{"rendered":"<p>\u5feb\u79d1\u62803\u670822\u65e5\u6d88\u606f\uff0c<strong>NVIDIA\u7814\u7a76\u4eba\u5458\u63a8\u51fa\u4e00\u9879\u5168\u65b0\u6280\u672fKVTC\uff08KV\u5feb\u53d6\u8f6c\u6362\u7f16\u7801\uff09\uff0c\u80fd\u628a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8ffd\u8e2a\u5bf9\u8bdd\u5386\u53f2\u7684\u5185\u5b58\u7528\u91cf\uff0c\u6700\u9ad8\u7f29\u51cf20\u500d\uff0c\u800c\u4e14\u4e0d\u7528\u4fee\u6539\u6a21\u578b\u672c\u8eab\u3002<\/strong><\/p>\n<p>\u8fd9\u4e00\u7a81\u7834\u6709\u671b\u89e3\u51b3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u957f\u5bf9\u8bdd\u63a8\u7406\u65f6\u7684\u5185\u5b58\u4e0d\u591f\u7528\u95ee\u9898\uff0c<strong>\u5927\u5927\u964d\u4f4e\u4f01\u4e1a\u4f7f\u7528AI\u7684\u786c\u4ef6\u6210\u672c\uff0c\u540c\u65f6\u8fd8\u80fd\u628a\u6a21\u578b\u9996\u6b21\u751f\u6210\u56de\u5e94\u7684\u65f6\u95f4\uff0c\u6700\u9ad8\u63d0\u901f8\u500d\u3002<\/strong><\/p>\n<p>\u7b80\u5355\u6765\u8bf4\uff0c<strong>KVTC\u6280\u672f\u7684\u6838\u5fc3\u5c31\u662f\u538b\u7f29\u5927\u578b\u8bed\u8a00\u6a21\u578b\u80cc\u540e\u7684KV\u7f13\u5b58\u2014\u2014\u5b83\u76f8\u5f53\u4e8eAI\u6a21\u578b\u7684\u201c\u77ed\u671f\u8bb0\u5fc6\u201d<\/strong>\u3002\u6211\u4eec\u53ef\u4ee5\u628aKV\u7f13\u5b58\u7406\u89e3\u6210\u5b66\u751f\u8bb0\u7b14\u8bb0\uff1a\u6a21\u578b\u5904\u7406\u5bf9\u8bdd\u65f6\uff0c\u4f1a\u628a\u5173\u952e\u4fe1\u606f\uff08\u4e5f\u5c31\u662fKey\u548cValue\uff09\u8bb0\u4e0b\u6765\uff0c\u4e0b\u6b21\u751f\u6210\u56de\u5e94\u65f6\uff0c\u4e0d\u7528\u4ece\u5934\u91cd\u65b0\u8ba1\u7b97\u6574\u6bb5\u5bf9\u8bdd\uff0c\u54cd\u5e94\u901f\u5ea6\u5c31\u80fd\u5927\u5e45\u63d0\u5347\u3002<\/p>\n<p><strong>\u4f46\u95ee\u9898\u662f\uff0c\u5bf9\u8bdd\u8d8a\u957f\uff0c\u8fd9\u4efd\u201c\u7b14\u8bb0\u201d\u5c31\u8d8a\u5927\uff0c\u751a\u81f3\u4f1a\u81a8\u80c0\u5230\u51e0\u4e2aGB\uff0c\u5360\u7528\u5927\u91cfGPU\u5185\u5b58\uff0c\u53cd\u800c\u62d6\u6162\u6a21\u578b\u8fd0\u884c\u3001\u9650\u5236\u5176\u5904\u7406\u80fd\u529b\u3002<\/strong><\/p>\n<p>NVIDIA\u8d44\u6df1\u6df1\u5ea6\u5b66\u4e60\u5de5\u7a0b\u5e08Adrian Lancucki\u8868\u793a\uff1a\u201c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u63a8\u8bba\u65f6\uff0c\u6027\u80fd\u74f6\u9888\u5f80\u5f80\u4e0d\u5728\u8fd0\u7b97\u80fd\u529b\uff0c\u800c\u5728GPU\u5185\u5b58\u3002\u201d\u90a3\u4e9b\u6682\u65f6\u4e0d\u7528\u7684KV\u7f13\u5b58\uff0c\u4f1a\u4e00\u76f4\u5360\u7528\u5b9d\u8d35\u7684GPU<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%b5%84%e6%ba%90\" title=\"View all posts in \u8d44\u6e90\" target=\"_blank\" class=\"tag_link\">\u8d44\u6e90<\/a>\uff0c\u903c\u5f97\u7cfb\u7edf\u53ea\u80fd\u628a\u5b83\u4eec\u8f6c\u79fb\u5230CPU\u5185\u5b58\u6216\u786c\u76d8\u91cc\uff0c\u8fd9\u6837\u4e0d\u4ec5\u4f1a\u589e\u52a0\u6570\u636e\u4f20\u8f93\u7684\u8d1f\u62c5\uff0c\u8fd8\u53ef\u80fd\u51fa\u73b0\u65b0\u7684\u5361\u987f\u95ee\u9898\uff0c\u8fd9\u4e9b\u989d\u5916\u6210\u672c\u6700\u7ec8\u4e5f\u4f1a\u4f53\u73b0\u5728\u4f01\u4e1a\u7684\u4f7f\u7528\u8d39\u7528\u4e2d\u3002<\/p>\n<p>\u548c\u73b0\u6709\u538b\u7f29\u6280\u672f\u76f8\u6bd4\uff0cKVTC\u6ca1\u6709\u90a3\u4e9b\u660e\u663e\u7684\u5c40\u9650\uff0c\u5b83\u501f\u9274\u4e86\u6211\u4eec\u719f\u6089\u7684JPEG\u56fe\u7247\u538b\u7f29\u601d\u8def\uff0c\u901a\u8fc7\u201c\u4e3b\u6210\u5206\u5206\u6790\u3001\u81ea\u9002\u5e94\u91cf\u5316\u3001\u71b5\u7f16\u7801\u201d\u4e09\u4e2a\u7b80\u5355\u6b65\u9aa4\uff0c\u5c31\u80fd\u5b9e\u73b0\u9ad8\u6548\u538b\u7f29\u3002<\/p>\n<p>\u66f4\u65b9\u4fbf\u7684\u662f\uff0c\u8fd9\u9879\u6280\u672f\u4e0d\u7528\u6539\u52a8\u6a21\u578b\u7684\u6838\u5fc3\u8bbe\u7f6e\u548c\u4ee3\u7801\uff0c\u5c5e\u4e8e\u201c\u975e\u4fb5\u5165\u5f0f\u201d\u8bbe\u8ba1\uff0c\u4f01\u4e1a\u62ff\u6765\u5c31\u80fd\u5feb\u901f\u90e8\u7f72\u3002\u5b83\u7684\u6838\u5fc3\u4f18\u52bf\u662f\uff0c\u80fd\u6293\u4f4fKV\u7f13\u5b58\u201c\u6570\u636e\u9ad8\u5ea6\u76f8\u5173\u201d\u7684\u7279\u70b9\uff0c\u5728\u4fdd\u7559\u5173\u952e\u4fe1\u606f\u7684\u540c\u65f6\uff0c\u53bb\u6389\u5197\u4f59\u6570\u636e\uff0c\u800c\u4e14\u89e3\u538b\u65f6\u53ef\u4ee5\u5206\u5757\u3001\u9010\u5c42\u8fdb\u884c\uff0c\u4e0d\u4f1a\u5f71\u54cd\u6a21\u578b\u5b9e\u65f6\u56de\u5e94\u3002<\/p>\n<p>\u591a\u8f6e\u6d4b\u8bd5\u663e\u793a\uff0c<strong>KVTC\u7684\u8868\u73b0\u8fdc\u8d85\u73b0\u6709\u4e3b\u6d41\u65b9\u6cd5\u3002\u5728\u53c2\u6570\u91cf\u4ece15\u4ebf\u5230700\u4ebf\u7684\u591a\u79cd\u6a21\u578b\uff08\u5305\u62ecLlama 3\u7cfb\u5217\u3001R1-Qwen 2.5\u7b49\uff09\u4e0a\uff0c\u5373\u4fbf\u5c06\u5185\u5b58\u538b\u7f2920\u500d\uff0c\u6a21\u578b\u51c6\u786e\u7387\u4e5f\u51e0\u4e4e\u4e0d\u53d7\u5f71\u54cd\uff0c\u635f\u5931\u4e0d\u52301%\uff0c\u4e0e\u672a\u538b\u7f29\u65f6\u76f8\u5dee\u65e0\u51e0<\/strong>\uff1b\u800c\u4f20\u7edf\u538b\u7f29\u65b9\u6cd5\u4ec5\u538b\u7f295\u500d\uff0c\u5c31\u4f1a\u51fa\u73b0\u660e\u663e\u7684\u51c6\u786e\u7387\u4e0b\u964d\u3002<\/p>\n<p>\u53e6\u5916\uff0c<strong>\u5728H100 GPU\u4e0a\u5904\u74068000\u4e2aToken\u7684\u63d0\u793a\u65f6\uff0c\u4e0d\u4f7f\u7528KVTC\u9700\u89813\u79d2\u624d\u80fd\u751f\u6210\u7b2c\u4e00\u4e2a\u56de\u5e94\uff0c\u4f7f\u7528\u540e\u4ec5\u9700380\u6beb\u79d2\uff0c\u63d0\u901f\u6574\u65748\u500d\u3002<\/strong><\/p>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cKVTC\u66f4\u9002\u5408\u957f\u5bf9\u8bdd\u3001\u591a\u8f6e\u4e92\u52a8\u573a\u666f\uff0c\u6bd4\u5982\u7f16\u7a0b\u52a9\u624b\u3001\u8fed\u4ee3\u5f0f\u4ee3\u7406\u63a8\u7406\u7b49\uff0c\u82e5\u5bf9\u8bdd\u8f83\u77ed\uff0c\u5f88\u96be\u53d1\u6325\u5176\u538b\u7f29\u4ef7\u503c\u3002<\/p>\n<p>\u76ee\u524d\uff0cNVIDIA\u6b63\u8ba1\u5212\u5c06\u8fd9\u9879\u6280\u672f\u6574\u5408\u8fdbDynamo\u6846\u67b6\u7684KV\u5757\u7ba1\u7406\u5668\uff0c\u4f7f\u5176\u80fd\u4e0evLLM\u7b49\u4e3b\u6d41\u5f00\u6e90\u63a8\u8bba\u5f15\u64ce\u517c\u5bb9\u3002<\/p>\n<p>\u4e1a\u5185\u4eba\u58eb\u8ba4\u4e3a\uff0c\u968f\u7740\u5927\u578b\u8bed\u8a00\u6a21\u578b\u53ef\u5904\u7406\u7684\u5bf9\u8bdd\u957f\u5ea6\u4e0d\u65ad\u589e\u52a0\uff0cKVTC\u8fd9\u7c7b\u6807\u51c6\u5316\u538b\u7f29\u6280\u672f\uff0c\u672a\u6765\u53ef\u80fd\u4f1a\u50cf\u89c6\u9891\u538b\u7f29\u4e00\u6837\u666e\u53ca\uff0c\u52a9\u529bAI\u66f4\u5e7f\u6cdb\u5730\u843d\u5730\u5e94\u7528\u3002<\/p>\n<\/p>\n<p>\u3010\u672c\u6587\u7ed3\u675f\u3011\u5982\u9700\u8f6c\u8f7d\u8bf7\u52a1\u5fc5\u6ce8\u660e\u51fa\u5904\uff1a\u5feb\u79d1\u6280<\/p>\n<p>\u8d23\u4efb\u7f16\u8f91\uff1a\u671d\u6656<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5feb\u79d1\u62803\u670822\u65e5\u6d88\u606f\uff0cNVIDIA\u7814\u7a76\u4eba\u5458\u63a8\u51fa\u4e00\u9879\u5168\u65b0\u6280\u672fKVTC\uff08KV\u5feb\u53d6\u8f6c\u6362\u7f16\u7801\uff09\uff0c\u80fd\u628a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LL [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"aside","meta":[],"categories":[6],"tags":[238],"views":32,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/751841"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=751841"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/751841\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=751841"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=751841"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=751841"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}