{"id":756065,"date":"2026-03-27T06:56:45","date_gmt":"2026-03-26T22:56:45","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=756065"},"modified":"2026-03-27T06:56:45","modified_gmt":"2026-03-26T22:56:45","slug":"%e8%b0%b7%e6%ad%8c%e5%86%b2%e7%a0%b4%e5%86%85%e5%ad%98%e5%a2%99%ef%bc%81%e6%96%b0%e7%ae%97%e6%b3%95%e5%86%85%e5%ad%98%e5%8d%a0%e7%94%a8%e6%9a%b4%e7%a0%8d83%ef%bc%8c%e9%80%9f%e5%ba%a6%e6%8f%90%e5%8d%87","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=756065","title":{"rendered":"\u8c37\u6b4c\u51b2\u7834\u5185\u5b58\u5899\uff01\u65b0\u7b97\u6cd5\u5185\u5b58\u5360\u7528\u66b4\u780d83%\uff0c\u901f\u5ea6\u63d0\u53478\u500d"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/D7DD4B8880899F4FD6F63FBA3CB4EDE6D0A55BB6_size23_w640_h272.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u51b2\u7834\u5185\u5b58\u5899\uff01\u65b0\u7b97\u6cd5\u5185\u5b58\u5360\u7528\u66b4\u780d83%\uff0c\u901f\u5ea6\u63d0\u53478\u500d\"  \/><\/p>\n<p><strong>\u7f16\u8bd1 | \u5218\u715c<\/strong><\/p>\n<p><strong>\u7f16\u8f91 | \u9648\u9a8f\u8fbe<\/strong><\/p>\n<p>\u667a\u4e1c\u897f3\u670826\u65e5\u62a5\u9053\uff0c\u6628\u5929\uff0c\u8c37\u6b4c\u4e8e\u53d1\u5e03\u4e86\u4e00\u6b3e\u9488\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u952e\u503c\u7f13\u5b58\uff08KV Cache\uff09\u7684\u65e0\u635f\u6781\u9650\u538b\u7f29\u7b97\u6cd5TurboQuant\uff0c\u5b83\u80fd\u591f\u4ece\u6839\u672c\u4e0a\u89e3\u51b3\u5411\u91cf\u91cf\u5316\u4e2d\u5185\u5b58\u5f00\u9500\u95ee\u9898\u3002\u8c37\u6b4c\u79f0\uff0cTurboQuant\u53ef\u5c06\u5927\u8bed\u8a00\u6a21\u578b\u952e\u503c\u7f13\u5b58\u5185\u5b58\u5360\u7528\u81f3\u5c11<strong>\u964d\u81f3\u539f\u6765\u76841\/6\uff0c<\/strong>\u63a8\u7406\u901f\u5ea6\u6700\u9ad8<strong>\u63d0\u53478\u500d\uff0c<\/strong>\u540c\u65f6<strong>\u4fdd\u6301100%\u7cbe\u786e\u7a0b\u5ea6\u3002<\/strong><\/p>\n<p>Cloudflare\u7684\u8054\u5408\u521b\u59cb\u4eba\u3001CEO\u517c\u6267\u884c\u4e3b\u5e2dMatthew Prince\u79f0\uff0c\u8c37\u6b4c\u63a8\u51faTurboQuant<strong>\u582a\u79f0\u201c\u8c37\u6b4c\u7684DeepSeek\u65f6\u523b\u201d\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/8F8110F0E1BCDD1FFA9912370EB483979D0238C2_size34_w640_h267.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u51b2\u7834\u5185\u5b58\u5899\uff01\u65b0\u7b97\u6cd5\u5185\u5b58\u5360\u7528\u66b4\u780d83%\uff0c\u901f\u5ea6\u63d0\u53478\u500d\"  \/><\/p>\n<p>Matthew Prince\u7684\u63a8\u6587\uff08\u56fe\u6e90\uff1aX\uff09<\/p>\n<p><strong>\u5411\u91cf\u91cf\u5316\u4e00\u76f4\u662f\u4f01\u4e1a\u4e3aAI\u6570\u636e \u201c\u7626\u8eab\u201d \u7684\u4e3b\u6d41\u6280\u672f<\/strong>\uff0c\u4e3b\u8981\u7528\u4e8e\u538b\u7f29\u9ad8\u7ef4\u5411\u91cf\u3001\u8282\u7701\u5185\u5b58\u3001\u63d0\u5347\u68c0\u7d22\u4e0e\u63a8\u7406\u6548\u7387\u3002\u4f46\u4f20\u7edf\u538b\u7f29\u65b9\u6cd5\u901a\u5e38\u4f1a\u5f15\u5165\u989d\u5916\u7684\u5185\u5b58\u5f00\u9500\uff08\u6bcf\u4e00\u5c0f\u5757\u6570\u636e\u90fd\u8981\u5355\u72ec\u7b97\u3001\u5355\u72ec\u5b58\u4e00\u5957\u5b8c\u6574\u7684\u201c\u538b\u7f29\u53c2\u6570\u201d\uff09\uff0c\u8fd9\u4e9b\u53c2\u6570\u5f88\u5360\u5185\u5b58\uff0c\u6bcf\u4e2a\u6570\u5b57\u90fd\u8981\u591a\u53601-2 bit\uff0c\u8fd9\u6837\u53cd\u800c\u4f1a\u5f71\u54cd\u5411\u91cf\u91cf\u5316\u7684\u6548\u679c\u3002<\/p>\n<p>\u8c37\u6b4c\u79f0\uff0c\u6b64\u6b21\u63a8\u51fa\u7684TurboQuant\u501f\u52a9\u4e86\u8c37\u6b4c\u63d0\u51fa\u7684<strong>1 bit\u65e0\u504f\u8bef\u5dee\u6821\u6b63\u7b97\u6cd5QJL<\/strong>\u4e0e<strong>\u6781\u5750\u6807\u91cf\u5316\u538b\u7f29\u6280\u672fPolarQuant<\/strong>\uff0c\u5b9e\u73b0\u4e86\u538b\u7f29\u7b97\u6cd5\u7684\u7a81\u7834\u3002<\/p>\n<p>\u8c37\u6b4c\u5b98\u5ba3\u63a8\u51faTurboQuant\u540e\uff0c\u5f15\u53d1\u8d44\u672c\u5e02\u573a\u77ed\u671f\u5185\u5bf9\u8be5\u6280\u672f\u4f1a\u964d\u4f4e\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>\u91c7\u8d2d\u9700\u6c42\u7684\u62c5\u5fe7\uff0c\u5bfc\u81f4\u5b58\u50a8\u82af\u7247\u677f\u5757\u96c6\u4f53\u56de\u8c03\u3002<\/p>\n<p>\u5f53\u5929\u7f8e\u80a1\u76d8\u4e2d\uff0c\u7f8e\u5149\u80a1\u7968\u8dcc\u5e45\u8d85\u8fc75%\uff0c\u6536\u76d8\u65f6\u4e0b\u8dcc3.4%\uff0c\u5e02\u503c\u84b8\u53d1\u7ea6151.6\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e6%b0%91%e5%b8%81\" title=\"View all posts in \u4eba\u6c11\u5e01\" target=\"_blank\" class=\"tag_link\">\u4eba\u6c11\u5e01<\/a>1047.37\u4ebf\u5143\uff09\u3002\u95ea\u8fea\u80a1\u7968\u4e0b\u8dcc\u5e45\u5ea6\u66f4\u5927\uff0c\u4e00\u5ea6\u8d85\u8fc77%\uff0c\u6536\u76d8\u65f6\u4e0b\u8dcc3.5%\uff0c\u5e02\u503c\u84b8\u53d1\u7ea636.44\u4ebf\u7f8e\u5143\uff08\u7ea6\u5408\u4eba\u6c11\u5e01251.75\u4ebf\u5143\uff09\u3002\u97e9\u80a1\u6536\u76d8\u65f6\uff0cSK\u6d77\u529b\u58eb\u80a1\u4ef7\u4e0b\u8dcc\u4e866.23%\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/B711DD91063BB34315A093B779DB10C224B364D8_size71_w640_h842.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u51b2\u7834\u5185\u5b58\u5899\uff01\u65b0\u7b97\u6cd5\u5185\u5b58\u5360\u7528\u66b4\u780d83%\uff0c\u901f\u5ea6\u63d0\u53478\u500d\"  \/><\/p>\n<p>\u7f8e\u5149\u3001\u95ea\u8fea\u80a1\u4ef7\u56fe\uff08\u56fe\u6e90\uff1a<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\u81ea\u9009\u80a1\uff09SK\u6d77\u529b\u58eb\u80a1\u4ef7\u56fe\uff08\u56fe\u6e90\uff1aInvesting\uff09<\/p>\n<p><strong>\u4e00\u3001TurboQuant\u7684\u5de5\u4f5c\u539f\u7406\uff1a\u9ad8\u8d28\u91cf\u538b\u7f29\u4e0e\u8bef\u5dee\u4fee\u6b63<\/strong><\/p>\n<p>TurboQuant\u80fd\u591f\u5728\u96f6\u7cbe\u5ea6\u635f\u5931\u4e0b\u5b9e\u73b0\u6a21\u578b\u5c3a\u5bf8\u7684\u5927\u5e45\u7f29\u5c0f\uff0c\u975e\u5e38\u9002\u5408\u652f\u6301\u952e\u503c\u7f13\u5b58\u538b\u7f29\u548c\u5411\u91cf\u641c\u7d22\u3002\u5b83\u4e3b\u8981\u901a\u8fc7\u4e24\u4e2a\u5173\u952e\u6b65\u9aa4\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u3002<\/p>\n<p>TurboQuant\u9996\u5148\u5bf9\u6570\u636e\u5411\u91cf\u8fdb\u884c\u968f\u673a\u65cb\u8f6c\u53d8\u6362\uff0c\u8fd9\u6837\u5904\u7406\u7b80\u5316\u4e86\u6570\u636e\u7684\u51e0\u4f55\u7ed3\u6784\uff0c\u4f7f\u5f97TurboQuant\u53ef\u4ee5\u5bf9\u5411\u91cf\u7684\u6bcf\u4e2a\u90e8\u5206\u5355\u72ec\u5e94\u7528\u6807\u51c6\u7684\u9ad8\u8d28\u91cf\u91cf\u5316\u5668\uff08\u91cf\u5316\u5668\u662f\u4e00\u79cd\u5c06\u5927\u91cf\u8fde\u7eed\u6570\u503c\u6620\u5c04\u4e3a\u66f4\u5c11\u5e76\u4e14\u79bb\u6563\u7684\u7b26\u53f7\u6216\u6570\u503c\u7684\u5de5\u5177\uff0c\u6bd4\u5982\u97f3\u9891\u91cf\u5316\u4e0eJPEG\u538b\u7f29\uff09\u3002<\/p>\n<p>\u7b2c\u4e00\u9636\u6bb5\uff0c<strong>PolarQuant<\/strong>\u5229\u7528\u5927\u90e8\u5206\u538b\u7f29\u7b97\u529b\uff08\u7edd\u5927\u591a\u6570\u6bd4\u7279\u4f4d\uff09\u6765\u6355\u6349\u539f\u59cb\u5411\u91cf\u7684\u6838\u5fc3\u8bed\u4e49\u4e0e\u7279\u5f81\u5f3a\u5ea6\uff0c<strong>\u5b8c\u6210\u4e3b\u4f53\u538b\u7f29<\/strong>\u3002<\/p>\n<p>PolarQuant\u4e0d\u518d\u4f7f\u7528\u8868\u793a\u5404\u8f74\u8ddd\u79bb\u7684\u6807\u51c6\u5750\u6807\u7cfb\uff08\u5373X\u3001Y\u3001Z\u5750\u6807\uff09\u6765\u63cf\u8ff0\u5411\u91cf\uff0c\u800c\u662f\u901a\u8fc7\u7b1b\u5361\u5c14\u5750\u6807\u7cfb\u5c06\u5411\u91cf\u8f6c\u6362\u4e3a\u6781\u5750\u6807\u3002\u8fd9\u5c31\u597d\u6bd4\u628a\u201c\u5411\u4e1c\u8d703\u4e2a\u8857\u533a\uff0c\u5411\u5317\u8d704\u4e2a\u8857\u533a\u201d\uff0c\u66ff\u6362\u6210\u201c\u6cbf37\u5ea6\u65b9\u5411\u8d705\u4e2a\u8857\u533a\u201d\u3002<\/p>\n<p>PolarQuant\u8f6c\u6362\u540e\u53ea\u4f1a\u4fdd\u7559\u534a\u5f84\uff08\u4ee3\u8868\u6838\u5fc3\u6570\u636e\u7684\u5f3a\u5ea6\uff09\u548c\u89d2\u5ea6\uff08\u4ee3\u8868\u6570\u636e\u7684\u65b9\u5411\u6216\u8bed\u4e49\uff09\u3002\u7531\u4e8e\u89d2\u5ea6\u7684\u5206\u5e03\u89c4\u5f8b\u5df2\u77e5\u4e14\u9ad8\u5ea6\u96c6\u4e2d\uff0c\u6a21\u578b\u4e0d\u518d\u9700\u8981\u6267\u884c\u8ba1\u7b97\u4ee3\u4ef7\u9ad8\u6602\u7684\u6570\u636e\u5f52\u4e00\u5316\u64cd\u4f5c\u3002\u5b83\u5c06\u6570\u636e\u6620\u5c04\u5230\u4e00\u4e2a\u8fb9\u754c\u56fa\u5b9a\u3001\u53ef\u9884\u6d4b\u7684\u5706\u5f62\u7f51\u683c\u4e0a\uff0c<strong>PolarQuant\u5c31\u4e0d\u7528\u518d\u5b58\u90a3\u4e9b\u201c\u7528\u6765\u8868\u793a\u6570\u636e\u8303\u56f4\u201d\u7684\u989d\u5916\u4fe1\u606f\uff0c\u4ece\u800c\u7701\u4e0b\u4e86\u4e00\u5927\u5757\u5185\u5b58\u7a7a\u95f4\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/2F114AA8AD291D423D0352B85E426BC6245DD3AC_size15_w640_h447.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u51b2\u7834\u5185\u5b58\u5899\uff01\u65b0\u7b97\u6cd5\u5185\u5b58\u5360\u7528\u66b4\u780d83%\uff0c\u901f\u5ea6\u63d0\u53478\u500d\"  \/><\/p>\n<p>PolarQuant\u5de5\u4f5c\u6982\u5ff5\u56fe\uff08\u56fe\u6e90\uff1a\u8c37\u6b4c\u5b98\u7f51\uff09<\/p>\n<p>\u7b2c\u4e8c\u9636\u6bb5\uff0cTurboQuant\u4ec5\u4ee51 bit\u7684\u6781\u5c0f\u989d\u5916\u5185\u5b58\u5f00\u9500\uff0c\u5c06<strong>QJL<\/strong>\u4f5c\u7528\u4e8e\u7b2c\u4e00\u9636\u6bb5\u538b\u7f29\u540e\u6b8b\u7559\u7684\u5fae\u5c0f\u8bef\u5dee\u4e0a\uff0c<strong>\u6d88\u9664\u8bef\u5dee<\/strong>\u3002<\/p>\n<p>QJL\u91c7\u7528\u4e00\u79cd\u540d\u4e3a\u7ea6\u7ff0\u900a\u2013\u6797\u767b\u65af\u7279\u52b3\u65af\u53d8\u6362\uff08Johnson-Lindenstrauss 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bit\u7248\u672c\u57287\u500d\u5de6\u53f3\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u8c37\u6b4c\u79f0TurboQuant<strong>\u5728JAX\u6846\u67b6\uff08\u8c37\u6b4c\u7684\u8d85\u7ea7\u52a0\u901f\u6846\u67b6\uff09\u7684\u57fa\u7840\u4e0a\uff0c<\/strong>\u4ecd\u80fd\u5b9e\u73b0<strong>\u663e\u8457\u52a0\u901f\u3002<\/strong>\u5728\u82f1\u4f1f\u8fbe\u7684H100 GPU\u4e0a\uff0cTurboQuant 4 bit\u7248\u672c\u76f8\u6bd4\u4e0d\u538b\u7f29\u768432bit\u539f\u7248\u952e\u503c\u7f13\u5b58\uff0c\u901f\u5ea6\u6700\u9ad8\u63d0\u53478\u500d\uff0c\u4e0d\u4ec5\u80fd\u52a0\u901f\u5927\u6a21\u578b\u63a8\u7406\uff0c\u8fd8\u80fd\u5927\u5e45\u4f18\u5316\u5411\u91cf\u641c\u7d22\u3001\u7d22\u5f15\u6784\u5efa\u7b49\u5173\u952e\u573a\u666f\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/B378E83A849799A8AF4F946B4258D8A1A2D6604D_size27_w640_h371.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u51b2\u7834\u5185\u5b58\u5899\uff01\u65b0\u7b97\u6cd5\u5185\u5b58\u5360\u7528\u66b4\u780d83%\uff0c\u901f\u5ea6\u63d0\u53478\u500d\"  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class=\"tag_link\">\u521b\u65b0<\/a>\u4e0e\u8fed\u4ee3\uff0c\u4e0d\u65ad\u63d0\u5347AI\u5927\u6a21\u578b\u7684\u63a8\u7406\u6548\u7387\u3002\u5728\u5f53\u524d\u5b58\u50a8\u82af\u7247\u4f9b\u5e94\u7d27\u5f20\u7684\u80cc\u666f\u4e0b\uff0c\u4f01\u4e1a\u901a\u8fc7\u5bf9\u5927\u6a21\u578b\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u952e\u503c\u7f13\u5b58\u8fdb\u884c\u9ad8\u6548\u538b\u7f29\uff0c\u6765\u63d0\u5347\u5927\u6a21\u578b\u81ea\u8eab\u7684\u63a8\u7406\u6548\u7387\uff0c\u6216\u8bb8\u53ef\u4ee5\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u7f13\u89e3\u5b58\u50a8\u82af\u7247\u4ea7\u80fd\u8ddf\u4e0d\u4e0aAI\u7b97\u529b\u53d1\u5c55\u901f\u5ea6\u7684\u5c40\u9762\u3002<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8bd1 | \u5218\u715c \u7f16\u8f91 | \u9648\u9a8f\u8fbe 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