{"id":755439,"date":"2026-03-26T13:32:09","date_gmt":"2026-03-26T05:32:09","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=755439"},"modified":"2026-03-26T13:32:09","modified_gmt":"2026-03-26T05:32:09","slug":"%e4%b8%80%e7%af%87%e8%ae%ba%e6%96%87%e5%bc%95%e5%8f%91%e5%ad%98%e5%82%a8%e8%8a%af%e7%89%87%e8%82%a1%e6%9a%b4%e8%b7%8c%ef%bc%8cgoogle-%e7%9a%84deepseek-%e6%97%b6%e5%88%bb%e6%9d%a5%e4%ba%86%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=755439","title":{"rendered":"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/7699E19C9121323F8162F69AA1570A023C7F48E2_size1039_w1370_h754.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f\" \/><\/p>\n<p>\u770b\u8fc7 HBO \u795e\u5267\u300a<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%a1%85%e8%b0%b7\" title=\"View all posts in \u7845\u8c37\" target=\"_blank\" class=\"tag_link\">\u7845\u8c37<\/a>\u300b\uff08Silicon Valley\uff09\u7684\u670b\u53cb\uff0c\u60f3\u5fc5\u90fd\u5bf9\u90a3\u4e2a\u540d\u4e3a Pied Piper\uff08\u9b54\u7b1b\u624b\uff09\u7684\u865a\u6784\u516c\u53f8\u5ff5\u5ff5\u4e0d\u5fd8\u3002<\/p>\n<p>\u5728\u5267\u4e2d\uff0c\u7537\u4e3b\u89d2 Richard Hendricks \u53d1\u660e\u4e86\u4e00\u79cd\u300c\u4e2d\u95f4\u538b\u7f29\u7b97\u6cd5\u300d\uff0c\u80fd\u4ee5\u6781\u9ad8\u7684\u538b\u7f29\u7387\u65e0\u635f\u5904\u7406\u6587\u4ef6\uff0c\u751a\u81f3\u56e0\u6b64\u6539\u5199\u4e86\u6574\u4e2a\u4e92\u8054\u7f51\u7684\u89c4\u5219\u3002<\/p>\n<p>\u5f53\u65f6\u6211\u4eec\u90fd\u4ee5\u4e3a\u8fd9\u53ea\u662f\u7f16\u5267\u7684\u8111\u6d1e\u3002\u76f4\u5230 Google Research \u6b63\u5f0f\u53d1\u5e03\u4e86\u540d\u4e3a TurboQuant \u7684 AI \u538b\u7f29\u7b97\u6cd5\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/59FC80D1CDF8328FE0208840B9EB82ECD1919333_size154_w1180_h1114.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f\" \/><\/p>\n<p>\u8fd9\u539f\u672c\u662f\u4e00\u6761\u67af\u71e5\u7684\u6280\u672f\u65b0\u95fb\uff0c\u5374\u5728\u793e\u4ea4\u7f51\u7edc\u4e0a\u5f15\u53d1\u4e86\u75c5\u6bd2\u5f0f\u4f20\u64ad\uff0c\u4e0d\u5230 24 \u5c0f\u65f6\uff0c\u5c31\u6536\u83b7\u4e86 1280 \u4e07\u6b21\u6d4f\u89c8\u3002\u539f\u56e0\u65e0\u4ed6\uff0c\u8fd9\u9879\u6280\u672f\u7684\u8bbe\u5b9a\u7b80\u76f4\u5c31\u662f Pied Piper \u7684\u7ffb\u7248\uff1a<\/p>\n<p>\u5728\u4e0d\u635f\u5931\u6a21\u578b\u6027\u80fd\u7684\u524d\u63d0\u4e0b\uff0c\u5c06 AI \u7684\u300c\u5de5\u4f5c\u8bb0\u5fc6\u300d\u538b\u7f29\u81f3\u5c11 6 \u500d\u3002<\/p>\n<p>\u5e02\u573a\u7684\u53cd\u5e94\u4e5f\u6781\u4e3a\u771f\u5b9e\uff0c\u7f8e\u80a1\u5b58\u50a8<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%8a%af%e7%89%87\" title=\"View all posts in \u82af\u7247\" target=\"_blank\" class=\"tag_link\">\u82af\u7247<\/a>\u677f\u5757\u76d8\u4e2d\u906d\u9047\u629b\u552e\uff0c\u7f8e\u5149\u79d1\u6280\u3001\u95ea\u8fea\u7b49\u5934\u90e8\u4f01\u4e1a\u80a1\u4ef7\u9f50\u9f50\u6536\u8dcc\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/A9961C4A72C4489F382726EA11C4DE4C016721E2_size84_w1118_h1102.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f\" \/><\/p>\n<p>\u8fd9\u4e0d\u7981\u8ba9\u4eba\u597d\u5947\uff0c\u4e00\u9879\u7eaf\u8f6f\u4ef6\u5c42\u9762\u7684\u7b97\u6cd5<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\uff0c\u4e3a\u4ec0\u4e48\u4f1a\u8ba9\u5356\u786c\u4ef6\u7684\u5148\u614c\u4e86\u795e\uff0c\u800c Google \u5230\u5e95\u5411\u5f53\u524d\u7684 AI \u724c\u684c\u4e0a\u6254\u4e86\u4e00\u5f20\u600e\u6837\u7684\u5e95\u724c\uff1f<\/p>\n<p>\u56f0\u5728\u300c\u8bb0\u5fc6\u9ed1\u6d1e\u300d\u91cc\u7684\u5927\u6a21\u578b<\/p>\n<p>\u629b\u5f00\u7f51\u7edc\u70ed\u6897\uff0cTurboQuant \u7684\u51fa\u73b0\u5176\u5b9e\u4e0d\u4ec5\u662f\u4e3a\u4e86\u597d\u73a9\uff0c\u66f4\u662f\u4e3a\u4e86\u89e3\u51b3\u4e00\u4e2a\u8ba9\u6574\u4e2a AI \u884c\u4e1a\u5934\u75bc\u5df2\u4e45\u7684\u771f\u5b9e\u74f6\u9888\u3002<\/p>\n<p>\u4f17\u6240\u5468\u77e5\uff0c\u73b0\u5728\u7684 AI \u6a21\u578b\u8d8a\u6765\u8d8a\u5927\uff0c\u5bf9\u663e\u5b58\u7684\u80c3\u53e3\u4e5f\u50cf\u65e0\u5e95\u6d1e\u4e00\u6837\u3002\u5c24\u5176\u662f\u5728\u63a8\u7406\u9636\u6bb5\uff08\u4e5f\u5c31\u662f\u4f60\u548c AI \u804a\u5929\u7684\u65f6\u5019\uff09\uff0cAI \u9700\u8981\u8bb0\u4f4f\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u8fd9\u90e8\u5206\u6570\u636e\u88ab\u79f0\u4e3a KV Cache\uff08\u952e\u503c\u7f13\u5b58\uff09\u3002<\/p>\n<p>\u6bcf\u5904\u7406\u4e00\u4e2a\u8bcd\uff0c\u6a21\u578b\u90fd\u8981\u628a\u5b83\u8f6c\u6210\u4e00\u4e2a\u9ad8\u7ef4\u5411\u91cf\u5b58\u8fdb GPU \u663e\u5b58\u3002\u5bf9\u8bdd\u8d8a\u957f\uff0c\u8fd9\u4efd\u300c\u6570\u5b57\u5907\u5fd8\u5f55\u300d\u81a8\u80c0\u8d8a\u5feb\uff0c\u5f88\u5feb\u5c31\u628a GPU \u663e\u5b58\u585e\u6ee1\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u4f60\u7684 AI \u52a9\u624b\u804a\u4e45\u4e86\u4f1a\u300c\u53d8\u7b28\u300d\u6216\u8005\u76f4\u63a5\u62a5\u9519\uff0c\u8111\u5bb9\u91cf\u4e0d\u591f\u4e86\u3002<\/p>\n<p>\u66f4\u68d8\u624b\u7684\u662f\uff0c\u4f20\u7edf\u7684\u538b\u7f29\u65b9\u6cd5\u4e00\u76f4\u9762\u4e34\u4e00\u4e2a\u4e24\u96be\u56f0\u5883\uff1a\u538b\u7f29\u6570\u636e\u65f6\uff0c\u9700\u8981\u989d\u5916\u5b58\u50a8\u300c\u91cf\u5316\u5e38\u6570\u300d\u6765\u544a\u8bc9\u6a21\u578b\u600e\u4e48\u89e3\u538b\u3002\u8fd9\u4e9b\u5143\u6570\u636e\u542c\u8d77\u6765\u5f88\u5c0f\uff0c\u52a0\u8d77\u6765\u5374\u80fd\u628a\u538b\u7f29\u5e26\u6765\u7684\u6536\u76ca\u5168\u90e8\u62b5\u6d88\u6389\u3002<\/p>\n<p>Google \u7684 TurboQuant \u7684\u8bde\u751f\u6b63\u662f\u57fa\u4e8e\u6b64\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u8bbe\u8ba1\u4e86\u4e00\u5957\u4e24\u9636\u6bb5\u7684\u6570\u5b66\u89e3\u6cd5\u3002\u7b2c\u4e00\u9636\u6bb5\u53eb PolarQuant\uff0c\u628a\u6570\u636e\u5411\u91cf\u4ece\u4f20\u7edf\u7684\u76f4\u89d2\u5750\u6807\u7cfb\u8f6c\u6362\u6210\u6781\u5750\u6807\u7cfb\uff0c\u62c6\u5206\u6210\u300c\u534a\u5f84\u300d\uff08\u8868\u793a\u5927\u5c0f\uff09\u548c\u300c\u89d2\u5ea6\u300d\uff08\u8868\u793a\u65b9\u5411\uff09\u3002<\/p>\n<p>\u8fd9\u4e2a\u51e0\u4f55\u53d8\u6362\u7684\u5999\u5904\u5728\u4e8e\uff1a\u8f6c\u6362\u540e\u89d2\u5ea6\u7684\u5206\u5e03\u53d8\u5f97\u9ad8\u5ea6\u53ef\u9884\u6d4b\uff0c\u6a21\u578b\u4e0d\u518d\u9700\u8981\u4e3a\u6bcf\u4e2a\u6570\u636e\u5757\u5355\u72ec\u5b58\u50a8\u6602\u8d35\u7684\u5f52\u4e00\u5316\u5e38\u6570\uff0c\u76f4\u63a5\u6620\u5c04\u5230\u56fa\u5b9a\u7684\u5706\u5f62\u7f51\u683c\u4e0a\u5c31\u884c\u4e86\uff0c\u5f00\u9500\u4e3a\u96f6\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/3B29FD0A364D29D09BD5680E49BF75E0B3EA3457_size150_w640_h353.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f\" \/><\/p>\n<p>\u7b2c\u4e8c\u9636\u6bb5\u53eb QJL\uff08\u91cf\u5316 Johnson-Lindenstrauss \u53d8\u6362\uff09\uff0c\u5145\u5f53\u6570\u5b66\u5c42\u9762\u7684\u7ea0\u9519\u5668\u3002\u5b83\u628a\u538b\u7f29\u540e\u6b8b\u7559\u7684\u8bef\u5dee\u6295\u5f71\u5230\u4f4e\u7ef4\u7a7a\u95f4\uff0c\u518d\u628a\u6bcf\u4e2a\u8bef\u5dee\u503c\u538b\u7f29\u6210\u4e00\u4e2a\u7b26\u53f7\u4f4d\uff08+1 \u6216 -1\uff09\u3002<\/p>\n<p>\u8fd9\u4e2a\u8bbe\u8ba1\u4fdd\u8bc1\u4e86 AI \u5728\u8ba1\u7b97\u300c\u6ce8\u610f\u529b\u5206\u6570\u300d\u65f6\uff0c\u538b\u7f29\u7248\u672c\u7684\u7ed3\u679c\u4e0e\u9ad8\u7cbe\u5ea6\u539f\u7248\u5728\u7edf\u8ba1\u610f\u4e49\u4e0a\u5b8c\u5168\u4e00\u81f4\u3002\u6240\u8c13\u6ce8\u610f\u529b\u5206\u6570\uff0c\u5c31\u662f\u6a21\u578b\u5224\u65ad\u4e0a\u4e0b\u6587\u91cc\u54ea\u4e9b\u8bcd\u6700\u91cd\u8981\u7684\u5173\u952e\u6b65\u9aa4\u3002<\/p>\n<p>\u5982\u679c\u8bf4\u4ee5\u524d AI \u8bb0\u7b14\u8bb0\u662f\u300c\u9010\u5b57\u9010\u53e5\u6284\u5199\u300d\uff0c\u90a3\u4e48 TurboQuant \u5c31\u50cf\u53d1\u660e\u4e86\u4e00\u5957\u300c\u6781\u7b80\u901f\u8bb0\u7b26\u53f7\u300d\uff1a\u8be5\u8bb0\u7684\u4e00\u4e2a\u4e0d\u6f0f\uff0c\u5360\u7684\u7a7a\u95f4\u5374\u5c11\u4e86\u516d\u500d\u3002<\/p>\n<p>\u8fd9\u5957\u65b9\u6cd5\u8fd8\u6709\u4e00\u4e2a\u5bf9\u4f01\u4e1a\u6765\u8bf4\u683c\u5916\u53cb\u597d\u7684\u7279\u6027\uff1a\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b\u3002\u4f60\u73b0\u6709\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u6216\u8005\u81ea\u5df1\u5fae\u8c03\u8fc7\u7684\u6a21\u578b\uff0c\u76f4\u63a5\u5957\u4e0a TurboQuant \u5c31\u80fd\u8dd1\uff0c\u4e0d\u7528\u989d\u5916\u7684\u6570\u636e\u96c6\uff0c\u4e5f\u4e0d\u7528\u91cd\u65b0\u8dd1\u4e00\u904d\u8bad\u7ec3\u6d41\u7a0b\u3002<\/p>\n<p>\u5149\u8bf4\u4e0d\u7ec3\u5047\u628a\u5f0f\uff0c\u5728\u300c\u5927\u6d77\u635e\u9488\u300d\u57fa\u51c6\u6d4b\u8bd5\u91cc\uff0c\u8ba9 AI \u4ece 10 \u4e07\u4e2a\u8bcd\u91cc\u627e\u51fa\u4e00\u53e5\u85cf\u597d\u7684\u8bdd\uff0cTurboQuant \u5728 Llama-3.1-8B \u548c Mistral-7B \u4e0a\u8dd1\u51fa\u4e86\u6ee1\u5206\u53ec\u56de\u7387\uff0c\u540c\u65f6\u628a KV Cache \u7684\u663e\u5b58\u5360\u7528\u538b\u7f29\u4e86\u81f3\u5c11 6 \u500d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/79A532EC38866C6F58905D2479662ED646978FED_size91_w1250_h561.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f\" \/><\/p>\n<p>\u5728 LongBench \u7efc\u5408\u8bc4\u6d4b\u5957\u4ef6\uff08\u6db5\u76d6\u95ee\u7b54\u3001\u4ee3\u7801\u751f\u6210\u3001\u957f\u6587\u6458\u8981\uff09\u4e0a\uff0cTurboQuant \u5168\u9762\u8ffd\u5e73\u751a\u81f3\u8d85\u8fc7\u4e86\u6b64\u524d\u7684\u6700\u5f3a\u57fa\u7ebf\u65b9\u6cd5 KIVI\u3002<\/p>\n<p>\u6700\u786c\u6838\u7684\u6570\u5b57\u6765\u81ea\u82f1\u4f1f\u8fbe H100 GPU \u7684\u5b9e\u6d4b\uff1a4 \u4f4d\u7cbe\u5ea6\u7684 TurboQuant \u5728\u8ba1\u7b97\u6ce8\u610f\u529b\u903b\u8f91\u4e0a\u7684\u901f\u5ea6\uff0c\u6bd4\u672a\u538b\u7f29\u7684 32 \u4f4d\u65b9\u6848\u5feb\u4e86\u6574\u6574 8 \u500d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/6A489EA576830D539ED5CE99D791A94C0BAB6B35_size70_w1250_h725.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f\" \/><\/p>\n<p>\u8bba\u6587\u53d1\u5e03\u540e\u7684 24 \u5c0f\u65f6\u5185\uff0c\u793e\u533a\u5df2\u7ecf\u5f00\u59cb\u52a8\u624b\u9a8c\u8bc1\u3002<\/p>\n<p>Apple Silicon MLX \u6846\u67b6\u7684\u77e5\u540d\u5f00\u53d1\u8005 @Prince_Canuma \u628a\u7b97\u6cd5\u79fb\u690d\u5230\u4e86 Apple Silicon \u7684 MLX \u6846\u67b6\uff0c\u6d4b\u8bd5 Qwen3.5-35B \u6a21\u578b\uff0c\u4e0a\u4e0b\u6587\u957f\u5ea6\u4ece 8500 \u5230 64000 token \u5168\u8986\u76d6\uff0c\u6bcf\u4e2a\u91cf\u5316\u7b49\u7ea7\u90fd\u8dd1\u51fa\u4e86 100% \u7684\u7cbe\u786e\u5339\u914d\u3002\u4ed6\u8fd8\u53d1\u73b0\uff0c2.5 \u4f4d\u7684 TurboQuant \u80fd\u628a KV Cache \u538b\u7f29\u8fd1 5 \u500d\uff0c\u51c6\u786e\u7387\u96f6\u635f\u5931\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/B157F8E5525C8A46F1916910680525C6C89AC4F6_size9_w679_h139.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f\" \/><\/p>\n<p>Google \u7684\u300cDeepSeek \u65f6\u523b\u300d\uff1f<\/p>\n<p>\u5bf9\u4e8e TurboQuant \u7684\u53d1\u5e03\uff0cCloudflare CEO Matthew Prince \u751a\u81f3\u5c06\u5176\u79f0\u4e3a Google \u7684\u300cDeepSeek \u65f6\u523b\u300d\u3002<\/p>\n<p>\u628a\u65f6\u95f4\u62e8\u56de\u4e00\u5e74\u524d\uff0cDeepSeek \u4ee5\u6781\u4f4e\u7684\u6210\u672c\u8bad\u7ec3\u51fa\u4e86\u6027\u80fd\u60ca\u4eba\u7684\u6a21\u578b\uff0c\u5f7b\u5e95\u6253\u7834\u4e86\u7845\u8c37\u5927\u5382\u5bf9\u9ad8\u6210\u672c\u624d\u80fd\u8bad\u7ec3\u51fa\u9ad8\u6027\u80fd AI \u7684\u8ff7\u4fe1\u3002\u90a3\u6b21\u51b2\u51fb\u4e5f\u8ba9\u6574\u4e2a\u884c\u4e1a\u610f\u8bc6\u5230\uff1a\u5149\u6709\u5927\u6a21\u578b\u4e0d\u591f\uff0c\u8fd8\u5f97\u8dd1\u5f97\u8d77\u3001\u8dd1\u5f97\u5feb\u3002<\/p>\n<p>TurboQuant \u4e5f\u662f\u8fd9\u79cd\u80cc\u666f\u4e0b\u7684\u4ea7\u7269\u3002\u5982\u679c\u8fd9\u9879\u6280\u672f\u80fd\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u5927\u89c4\u6a21\u5e94\u7528\uff0c\u5b83\u5c06\u5e26\u6765\u8089\u773c\u53ef\u89c1\u7684\u5546\u4e1a\u4ef7\u503c\u3002\u540c\u6837\u4e00\u5f20 H100\uff0c\u63a8\u7406\u6210\u672c\u7406\u8bba\u4e0a\u53ef\u4ee5\u76f4\u63a5\u6253\u6298\u8d85\u8fc7 50%\uff1b\u7aef\u4fa7\u90e8\u7f72\u7684\u95e8\u69db\u4e5f\u4f1a\u5927\u5e45\u964d\u4f4e\uff0c\u4ee5\u524d\u9700\u8981 32 \u4f4d\u7cbe\u5ea6\u624d\u80fd\u8dd1\u7684\u5927\u6a21\u578b\uff0c\u653e\u5728 Mac Mini \u6216\u8005\u672c\u5730\u670d\u52a1\u5668\u4e0a\u4e5f\u80fd\u8fd0\u884c\uff0c\u8fd8\u4e0d\u4f1a\u6709\u8d28\u91cf\u635f\u8017\u3002<\/p>\n<p>\u5e02\u573a\u7684\u53cd\u5e94\uff0c\u5df2\u7ecf\u5f88\u8bf4\u660e\u95ee\u9898\u4e86\u3002TurboQuant \u53d1\u5e03\u5f53\u5929\uff0c\u7f8e\u80a1\u5b58\u50a8\u82af\u7247\u677f\u5757\u76d8\u4e2d\u906d\u9047\u660e\u663e\u629b\u552e\u3002\u95ea\u8fea\u3001\u7f8e\u5149\u79d1\u6280\u7b49\u5934\u90e8\u4f01\u4e1a\u80a1\u4ef7\u663e\u8457\u6536\u8dcc\uff0c\u5b58\u50a8\u82af\u7247\u4e0e\u786c\u4ef6\u4f9b\u5e94\u94fe\u76f8\u5173\u6307\u6570\u5355\u65e5\u8dcc\u5e45\u8d85\u8fc7 2%\u3002<\/p>\n<p>\u7a76\u5176\u539f\u56e0\uff0c\u5982\u679c AI \u5de8\u5934\u80fd\u7528\u4e00\u5957\u7eaf\u8f6f\u4ef6\u7b97\u6cd5\u628a\u663e\u5b58\u9700\u6c42\u780d\u6389\u516d\u5206\u4e4b\u4e94\uff0c\u90a3\u4e9b\u62bc\u6ce8 AI \u4f1a\u6301\u7eed\u75af\u72c2\u6d88\u8017\u9ad8\u5e26\u5bbd\u663e\u5b58\u7684\u591a\u5934\uff0c\u5c31\u5f97\u91cd\u65b0\u76d8\u7b97\u81ea\u5df1\u7684\u4ed3\u4f4d\u4e86\u3002<\/p>\n<p>\u800c\u8fd9\u79cd\u9632\u5fa1\u6027\u53cd\u5e94\u80cc\u540e\uff0c\u4e5f\u8868\u660e\uff0c\u8fc7\u53bb\u4e24\u5e74\u652f\u6491\u5b58\u50a8\u80a1\u4f30\u503c\u7684\u6838\u5fc3\u903b\u8f91\u4e4b\u4e00\uff0c\u662f AI \u5bf9\u663e\u5b58\u7684\u9700\u6c42\u53ea\u4f1a\u8d8a\u6765\u8d8a\u5927\u3002TurboQuant \u7b2c\u4e00\u6b21\u5728\u6280\u672f\u5c42\u9762\u6b63\u5f0f\u52a8\u6447\u4e86\u8fd9\u4e2a\u5047\u8bbe\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u867d\u7136\u542c\u8d77\u6765\u5f88\u7f8e\u597d\uff0c\u8fd8\u662f\u8981\u6cfc\u4e00\u76c6\u51b7\u6c34\u3002<\/p>\n<p>\u4e00\u65b9\u9762\uff0c\u5386\u53f2\u4e0a\u6bcf\u6b21\u6548\u7387\u63d0\u5347\uff0c\u5f80\u5f80\u53cd\u800c\u5e26\u52a8\u4e86\u603b\u9700\u6c42\u589e\u957f\uff0c\u7ecf\u6d4e\u5b66\u91cc\u53eb\u300c\u6770\u6587\u65af\u6096\u8bba\u300d\u3002AI \u8dd1\u5f97\u66f4\u4fbf\u5b9c\uff0c\u53ef\u80fd\u610f\u5473\u7740\u66f4\u591a\u4eba\u66f4\u9891\u7e41\u5730\u7528\u5b83\uff0c\u6700\u7ec8\u6d88\u8017\u7684\u7b97\u529b\u53cd\u800c\u66f4\u591a\u3002\u6240\u4ee5\u8fd9\u573a\u300c\u663e\u5b58\u5371\u673a\u300d\u5230\u5e95\u4f1a\u4e0d\u4f1a\u56e0\u6b64\u5316\u89e3\uff0c\u8fd8\u771f\u4e0d\u597d\u8bf4\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0cTurboQuant \u76ee\u524d\u4ecd\u5904\u4e8e\u5b9e\u9a8c\u5ba4\u9636\u6bb5\uff0c\u6839\u636e\u6700\u65b0\u6d88\u606f\uff0cGoogle \u8ba1\u5212\u5728\u4e0b\u4e2a\u6708\u7684 ICLR 2026 \u5927\u4f1a\u4e0a\u6b63\u5f0f\u5c55\u793a\u8fd9\u9879\u6280\u672f\uff0c\u5c4a\u65f6\u8fd8\u5c06\u540c\u6b65\u4eae\u76f8\u53e6\u4e00\u573a\u9876\u4f1a AISTATS 2026\u3002<\/p>\n<p>\u4f46\u4ece\u8bba\u6587\u5230\u5927\u89c4\u6a21\u751f\u4ea7\u90e8\u7f72\uff0c\u4e2d\u95f4\u9694\u7740\u5de5\u7a0b\u9002\u914d\u3001\u4e0d\u540c\u67b6\u6784\u7684\u517c\u5bb9\u6027\u6d4b\u8bd5\u3001\u771f\u5b9e\u573a\u666f\u7684\u6027\u80fd\u9a8c\u8bc1\uff0c\u6bcf\u4e00\u5173\u90fd\u4e0d\u8f7b\u677e\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/4E5A8B7286DFA53AADDA896C62EB77C688726FDB_size118_w1280_h817.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u4e00\u7bc7\u8bba\u6587\u5f15\u53d1\u5b58\u50a8\u82af\u7247\u80a1\u66b4\u8dcc\uff0cGoogle \u7684DeepSeek \u65f6\u523b\u6765\u4e86\uff1f\" \/><\/p>\n<p>\u25b2\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2504.19874<\/p>\n<p>\u6709\u7f51\u53cb\u76f4\u63a5\u5f00\u70ae\uff0c\u8fd9\u7bc7\u8bba\u6587\u7684\u5e95\u5c42\u7814\u7a76\u5176\u5b9e\u65e9\u5728\u53bb\u5e74\u56db\u6708\u5c31\u5df2\u516c\u5f00\uff0c\u6839\u672c\u8c08\u4e0d\u4e0a\u6a2a\u7a7a\u51fa\u4e16\uff0c\u773c\u4e0b\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%88%86%e8%ae%ba\" title=\"View all posts in \u8206\u8bba\" target=\"_blank\" class=\"tag_link\">\u8206\u8bba<\/a>\u70ed\u6f6e\uff0c\u591a\u5c11\u6709\u70b9\u8ffd\u7740\u65e7\u95fb\u8d77\u54c4\u7684\u610f\u601d\u3002<\/p>\n<p>\u5728\u4ed6\u770b\u6765\uff0c\u5982\u679c\u5b58\u50a8\u80a1\u56e0\u4e3a\u4e00\u7bc7\u7b97\u6cd5\u8bba\u6587\u800c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%a4%a7%e8%b7%8c\" title=\"View all posts in \u5927\u8dcc\" target=\"_blank\" class=\"tag_link\">\u5927\u8dcc<\/a>\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5e02\u573a\u91cc\u6709\u591a\u5c11\u4eba\u6839\u672c\u6ca1\u641e\u6e05\u695a\u8fd9\u4ef6\u4e8b\u7684\u8fb9\u754c\uff0c\u5e76\u628a\u8fd9\u6ce2\u53cd\u5e94\u6bd4\u4f5c\u300c\u4e30\u7530\u51fa\u4e86\u65b0\u6df7\u52a8\u5f15\u64ce\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%9f%b3%e6%b2%b9\" title=\"View all posts in \u77f3\u6cb9\" target=\"_blank\" class=\"tag_link\">\u77f3\u6cb9<\/a>\u5c31\u8be5\u5d29\u76d8\u300d\u3002<\/p>\n<\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0cTurboQuant \u89e3\u51b3\u7684\u53ea\u662f\u63a8\u7406\uff08Inference\uff09\u9636\u6bb5\u7684\u663e\u5b58\u74f6\u9888\uff0c\u8bad\u7ec3\u9636\u6bb5\u7684\u663e\u5b58\u6d88\u8017\u4f9d\u7136\u662f\u53e6\u4e00\u5ea7\u5927\u5c71\u3002\u60f3\u4ece\u5934\u8bad\u7ec3\u4e00\u4e2a\u4e3b\u6d41\u91cf\u7ea7\u7684\u5927\u6a21\u578b\uff0c\u9700\u8981\u7684\u7b97\u529b<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>\u4f9d\u7136\u662f\u5929\u6587\u6570\u5b57\u3002<\/p>\n<p>\u5728\u300a\u7845\u8c37\u300b\u91cc\uff0cPied Piper \u7684\u538b\u7f29\u7b97\u6cd5\u6700\u7ec8\u6539\u53d8\u4e86\u6574\u4e2a\u4e92\u8054\u7f51\u3002\u800c\u5728\u73b0\u5b9e\u4e2d\uff0cTurboQuant \u7684\u91ce\u5fc3\u6ca1\u90a3\u4e48\u5927\uff0c\u76ee\u6807\u53ea\u662f\u8ba9 AI \u5728\u6709\u9650\u7684\u7269\u7406\u7a7a\u95f4\u91cc\u8bb0\u5f97\u66f4\u591a\u3001\u7b97\u5f97\u66f4\u5feb\u3001\u8dd1\u5f97\u66f4\u4fbf\u5b9c\u3002<\/p>\n<p>\u73b0\u5b9e\u7ec8\u7a76\u4e0d\u662f\u597d\u83b1\u575e\u5267\u672c\uff0c\u4e0d\u5fc5\u5f7b\u5e95\u6539\u53d8\u4e92\u8054\u7f51\uff0c\u80fd\u548c AI \u804a\u5f97\u66f4\u957f\u3001\u4e0d\u518d\u534a\u9014\u62a5\u9519\uff0c\u5df2\u7ecf\u662f\u5f88\u591a\u4eba\u60f3\u8981\u7684\u4e86\u3002<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u770b\u8fc7 HBO \u795e\u5267\u300a\u7845\u8c37\u300b\uff08Silicon Valley\uff09\u7684\u670b\u53cb\uff0c\u60f3\u5fc5\u90fd\u5bf9\u90a3\u4e2a\u540d\u4e3a Pied Piper\uff08\u9b54\u7b1b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[271,172,252,308,78,157,281,339,238],"views":25,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/755439"}],"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=755439"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/755439\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=755439"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=755439"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=755439"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}