{"id":24198,"date":"2026-11-16T06:47:44","date_gmt":"2026-11-15T22:47:44","guid":{"rendered":"https:\/\/www.lfdjt.com\/p\/keji\/a\/24198.html"},"modified":"2026-11-16T06:47:44","modified_gmt":"2026-11-15T22:47:44","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%ae%97%e6%b3%95%e5%83%8f%e4%b8%80%e5%8f%b0%e4%b8%8b%e6%b3%a8%e6%9c%ba%ef%bc%9a%e6%88%91%e5%87%8c%e6%99%a8%e7%9b%af%e7%9d%80%e5%ae%83%e6%8a%8a%e5%90%8c%e4%b8%80%e5%8f%a5","status":"publish","type":"post","link":"https:\/\/www.lfdjt.com\/p\/keji\/a\/24198.html","title":{"rendered":"\u5927\u6a21\u578b\u7b97\u6cd5\u50cf\u4e00\u53f0\u4e0b\u6ce8\u673a\uff1a\u6211\u51cc\u6668\u76ef\u7740\u5b83\u628a\u540c\u4e00\u53e5\u8bdd\u5410\u4e86\u4e8c\u5341\u904d"},"content":{"rendered":"<p>\u51cc\u6668\u4e00\u70b9\u4e8c\u5341\u3002<\/p>\n\n<p>\u6211\u76ef\u7740\u5c4f\u5e55\uff0c\u4e00\u884c\u5b57\u6b63\u4e00\u4e2a\u8bcd\u4e00\u4e2a\u8bcd\u5730\u5f80\u5916\u6324\uff0c\u50cf\u6709\u4eba\u4ece\u7259\u818f\u7ba1\u5c3e\u5df4\u5f80\u4e0a\u63a8\u3002\u673a\u7bb1\u98ce\u6247\u5728\u811a\u8fb9\u8f6c\uff0c\u95f7\u95f7\u7684\uff0c\u6709\u70b9\u50cf\u6885\u96e8\u5929\u91cc\u4e0d\u80af\u505c\u7684\u7a7a\u8c03\u5916\u673a\u3002<\/p>\n\n<p>\u90a3\u5929\u6211\u6ca1\u5e72\u522b\u7684\uff0c\u5c31\u662f\u628a\u540c\u4e00\u53e5\u8bdd\u4e22\u8fdb\u53bb\u4e8c\u5341\u904d\uff0c\u770b\u5b83\u6bcf\u6b21\u56de\u4ec0\u4e48\u3002\u4e8c\u5341\u904d\uff0c\u5341\u4e5d\u904d\u4e0d\u4e00\u6837\u3002<\/p>\n\n<h2>\u5b83\u4e0d\u662f\u5728\u201c\u60f3\u201d\uff0c\u5b83\u5728\u505a\u4e00\u9053\u6982\u7387\u9898<\/h2>\n\n<p>\u5f88\u591a\u4eba\u7b2c\u4e00\u6b21\u542c\u5230\u201c\u5927\u6a21\u578b\u7b97\u6cd5\u201d\u8fd9\u56db\u4e2a\u5b57\uff0c\u8111\u5b50\u91cc\u6d6e\u51fa\u6765\u7684\u662f\u4e00\u4e2a\u4f1a\u601d\u8003\u7684\u76d2\u5b50\u3002\u4e0d\u662f\u3002<\/p>\n\n<p><strong>\u5b83\u505a\u7684\u662f\u4e00\u4ef6\u6781\u5176\u6734\u7d20\u7684\u4e8b\uff1a\u6839\u636e\u524d\u9762\u6240\u6709\u7684\u5b57\uff0c\u7b97\u51fa\u4e0b\u4e00\u4e2a\u5b57\u6700\u53ef\u80fd\u662f\u4ec0\u4e48\u3002<\/strong><\/p>\n\n<p>\u5c31\u8fd9\u4e00\u4ef6\u4e8b\u3002\u91cd\u590d\u51e0\u5343\u6b21\uff0c\u4e00\u7bc7\u6587\u7ae0\u5c31\u51fa\u6765\u4e86\u3002<\/p>\n\n<p>\u4f60\u7ed9\u5b83\u201c\u4eca\u5929\u5357\u4eac\u5929\u6c14\u201d\uff0c\u5b83\u5185\u90e8\u4f1a\u628a\u8fd9\u53e5\u8bdd\u5207\u6210\u4e00\u5806 token\u2014\u2014\u53ef\u80fd\u662f\u201c\u4eca\u5929\u201d\u201c\u5357\u4eac\u201d\u201c\u5929\u6c14\u201d\u4e09\u5757\uff0c\u4e5f\u53ef\u80fd\u5207\u5f97\u66f4\u788e\uff0c\u770b\u8bcd\u8868\u600e\u4e48\u5b9a\u3002\u7136\u540e\u8fd9\u4e9b token \u5404\u81ea\u53d8\u6210\u4e00\u4e2a\u9ad8\u7ef4\u5411\u91cf\uff0c\u51e0\u767e\u7ef4\u5230\u4e0a\u4e07\u7ef4\u4e0d\u7b49\u3002\u5411\u91cf\u5728\u5c42\u4e0e\u5c42\u4e4b\u95f4\u88ab\u53cd\u590d\u63c9\u6413\uff0c\u63c9\u5230\u6700\u540e\uff0c\u8f93\u51fa\u5c42\u5410\u51fa\u4e00\u4e2a\u8986\u76d6\u6574\u4e2a\u8bcd\u8868\u7684\u6982\u7387\u5206\u5e03\u3002<\/p>\n\n<p>\u201c\u771f\u201d\u5360\u591a\u5c11\uff0c\u201c\u4e0d\u201d\u5360\u591a\u5c11\uff0c\u201c\u600e\u201d\u5360\u591a\u5c11\u2026\u2026\u51e0\u4e07\u4e2a\u6570\u5b57\uff0c\u52a0\u8d77\u6765\u7b49\u4e8e\u4e00\u3002<\/p>\n\n<p>\u7136\u540e\u91c7\u6837\u3002\u6311\u4e00\u4e2a\u3002<\/p>\n\n<p>\u8fd9\u91cc\u6709\u4e2a\u6e29\u5ea6\u53c2\u6570\uff0c\u7279\u522b\u6709\u610f\u601d\u3002\u6e29\u5ea6\u8c03\u4f4e\uff0c\u5b83\u51e0\u4e4e\u603b\u6311\u6982\u7387\u6700\u9ad8\u7684\u90a3\u4e2a\uff0c\u56de\u8bdd\u5c31\u53d8\u5f97\u4e00\u672c\u6b63\u7ecf\u3001\u8f66\u8f71\u8f98\u8bdd\u6765\u56de\u8bf4\u3002\u6e29\u5ea6\u8c03\u9ad8\uff0c\u4f4e\u6982\u7387\u7684\u8bcd\u4e5f\u6709\u673a\u4f1a\u88ab\u9009\u4e2d\uff0c\u6587\u98ce\u7acb\u523b\u98d8\u8d77\u6765\u3002\u6211\u8bd5\u8fc7\u628a\u6e29\u5ea6\u62c9\u5230 1.5\uff0c\u5b83\u5f00\u59cb\u7ba1\u5357\u4eac\u53eb\u201c\u91d1\u9675\u57ce\u5916\u7684\u96e8\u5e55\u201d\uff0c\u5199\u8bd7\u5012\u662f\u597d\u770b\uff0c\u56de\u7b54\u95ee\u9898\u5c31\u7a00\u91cc\u7cca\u6d82\u3002<\/p>\n\n<p>\u8bf4\u767d\u4e86\uff0c\u5b83\u50cf\u4e00\u53f0\u4e00\u76f4\u5728\u4e0b\u6ce8\u7684\u673a\u5668\uff0c\u8d4c\u7684\u6c38\u8fdc\u662f\u4e0b\u4e00\u4e2a\u5b57\u3002\u800c\u6211\u4eec\u611f\u53d7\u5230\u7684\u6240\u8c13\u903b\u8f91\u3001\u6240\u8c13\u63a8\u7406\uff0c\u662f\u8fd9\u79cd\u4e0b\u6ce8\u5728\u957f\u7a0b\u4e0a\u6d8c\u73b0\u51fa\u6765\u7684\u4e00\u79cd\u79e9\u5e8f\u611f\u3002\u5bf9\uff0c\u6d8c\u73b0\u3002\u8fd9\u8bcd\u6709\u70b9\u7384\uff0c\u53ef\u4f60\u5f88\u96be\u627e\u5230\u66f4\u8d34\u5207\u7684\u3002<\/p>\n\n<h2>\u6ce8\u610f\u529b\uff1a\u8ba9\u201c\u5357\u4eac\u201d\u77e5\u9053\u8be5\u53bb\u627e\u201c\u5929\u6c14\u201d<\/h2>\n\n<p>\u5149\u6709\u6982\u7387\u8fd8\u4e0d\u591f\u3002\u771f\u6b63\u8ba9\u5927\u6a21\u578b\u7b97\u6cd5\u8131\u80ce\u6362\u9aa8\u7684\uff0c\u662f\u6ce8\u610f\u529b\u673a\u5236\u3002<\/p>\n\n<p>\u6253\u4e2a\u6bd4\u65b9\u3002\u5047\u8bbe\u8ba9\u4f60\u505a\u4e00\u9053\u5f00\u5377\u9898\uff0c\u5377\u5b50\u539a\u5f97\u50cf\u7535\u8bdd\u7c3f\u3002\u4f60\u624b\u91cc\u6525\u7740\u4e00\u4e2a\u95ee\u9898\uff0c\u5f97\u51b3\u5b9a\u7ffb\u54ea\u51e0\u9875\u3002\u95ee\u9898\u5c31\u662f Query\uff0c\u6bcf\u4e00\u9875\u7684\u76ee\u5f55\u6807\u7b7e\u662f Key\uff0c\u9875\u9762\u4e0a\u771f\u6b63\u7684\u5185\u5bb9\u662f Value\u3002\u4f60\u62ff\u95ee\u9898\u53bb\u8ddf\u6bcf\u4e2a\u6807\u7b7e\u6bd4\u5bf9\uff0c\u5f97\u5206\u9ad8\u7684\u90a3\u51e0\u9875\uff0c\u6743\u91cd\u5c31\u5927\u3002<\/p>\n\n<p><strong>\u6ce8\u610f\u529b\u673a\u5236\u5e72\u7684\u5c31\u662f\u8fd9\u4ef6\u4e8b\uff1a\u5b83\u8ba9\u5e8f\u5217\u91cc\u7684\u6bcf\u4e2a\u4f4d\u7f6e\uff0c\u53bb\u51b3\u5b9a\u8be5\u4ece\u522b\u7684\u4f4d\u7f6e\u62ff\u591a\u5c11\u4fe1\u606f\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/obgeo.oss-cn-beijing.aliyuncs.com\/pvc-articles\/a15425df-9b0a-4a58-8263-90b82256ab76.jpg\" alt=\"Transformer\u81ea\u6ce8\u610f\u529b\u673a\u5236Query Key Value\u8ba1\u7b97\u6d41\u7a0b\u793a\u610f\u56fe\" style=\"max-width: 100%;height: auto;border-radius: 12px\" \/><figcaption style=\"text-align: center;font-size: 0.9em;color: #666;margin-top: 8px\">Transformer\u81ea\u6ce8\u610f\u529b\u673a\u5236Query Key Value\u8ba1\u7b97\u6d41\u7a0b\u793a\u610f\u56fe<\/figcaption><\/figure>\n\n\n<p>\u4e3a\u4ec0\u4e48\u8fd9\u4e8b\u5173\u952e\uff1f\u56e0\u4e3a\u201c\u4eca\u5929\u5357\u4eac\u5929\u6c14\u201d\u91cc\u7684\u201c\u5929\u6c14\u201d\uff0c\u5fc5\u987b\u77e5\u9053\u8981\u53bb\u5173\u6ce8\u201c\u5357\u4eac\u201d\uff0c\u800c\u4e0d\u662f\u5747\u7b49\u5730\u770b\u6bcf\u4e2a\u5b57\u3002\u5c11\u4e86\u8fd9\u4e00\u6b65\uff0c\u6a21\u578b\u5c31\u50cf\u628a\u6240\u6709\u4e66\u9875\u7cca\u6210\u4e00\u56e2\u6d46\u7cca\u518d\u8bfb\u3002<\/p>\n\n<p>\u518d\u5f80\u4e0b\u662f\u591a\u5934\u6ce8\u610f\u529b\u3002\u4f60\u53ef\u4ee5\u7406\u89e3\u6210\uff0c\u540c\u4e00\u9053\u9898\u6d3e\u4e86\u516b\u4e2a\u4eba\u540c\u65f6\u7ffb\uff0c\u4e00\u4e2a\u4eba\u4e13\u95e8\u627e\u65f6\u95f4\u7ebf\u7d22\uff0c\u4e00\u4e2a\u4eba\u4e13\u95e8\u76ef\u4eba\u540d\uff0c\u4e00\u4e2a\u4eba\u8d1f\u8d23\u770b\u5426\u5b9a\u8bcd\u3002\u6700\u540e\u628a\u516b\u4efd\u7b14\u8bb0\u62fc\u8d77\u6765\u3002\u8fd9\u5c31\u662f\u201c\u5934\u201d\u591a\u7684\u610f\u4e49\u2014\u2014\u4e0d\u662f\u7b97\u529b\u6d6a\u8d39\uff0c\u662f\u5206\u5de5\u3002<\/p>\n\n<p>\u8fd8\u6709\u4e2a\u5c0f\u4e1c\u897f\u5bb9\u6613\u88ab\u5ffd\u7565\uff1a\u4f4d\u7f6e\u7f16\u7801\u3002Transformer \u539f\u672c\u5bf9\u987a\u5e8f\u65e0\u611f\uff0c\u201c\u6211\u6253\u4f60\u201d\u548c\u201c\u4f60\u6253\u6211\u201d\u5728\u5b83\u773c\u91cc\u53ef\u80fd\u6ca1\u4ec0\u4e48\u533a\u522b\u3002\u4f4d\u7f6e\u7f16\u7801\u5c31\u662f\u628a\u6b21\u5e8f\u8fd9\u4ef6\u4e8b\u786c\u585e\u8fdb\u53bb\uff0c\u8ba9\u5b83\u77e5\u9053\u8c01\u5728\u524d\u8c01\u5728\u540e\u3002<\/p>\n\n<p>\u5c31\u8fd9\u4e48\u4e9b\u96f6\u4ef6\u3002\u5806\u51e0\u5341\u5c42\uff0c\u51e0\u767e\u5c42\u3002\u53c2\u6570\u4ece\u51e0\u4ebf\u6da8\u5230\u51e0\u5343\u4ebf\u3002\u4e8b\u60c5\u5c31\u5f00\u59cb\u53d8\u5f97\u4e0d\u592a\u4e00\u6837\u4e86\u3002<\/p>\n\n<h2>\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u662f\u4e24\u7801\u4e8b<\/h2>\n\n<p>\u5f88\u591a\u4eba\u628a\u8fd9\u4e24\u4ef6\u4e8b\u6df7\u7740\u8bf4\uff0c\u5176\u5b9e\u5dee\u5f97\u8fdc\u3002<\/p>\n\n<p>\u8bad\u7ec3\u662f\u642c\u7816\u3002\u6d77\u91cf\u6587\u672c\u5582\u8fdb\u53bb\uff0c\u524d\u5411\u7b97\u4e00\u904d\u635f\u5931\uff0c\u53cd\u5411\u4f20\u64ad\u628a\u68af\u5ea6\u4e00\u5c42\u5c42\u4f20\u56de\u53bb\uff0c\u8c03\u53c2\u6570\uff0c\u4e00\u8f6e\u53c8\u4e00\u8f6e\u3002\u8fd9\u4e2a\u9636\u6bb5\u5403\u7684\u662f\u663e\u5b58\u3001\u5e26\u5bbd\u3001\u65f6\u95f4\u548c\u7535\u3002\u6210\u5343\u4e0a\u4e07\u5f20\u5361\u8fde\u6210\u4e00\u7247\uff0c\u8dd1\u51e0\u4e2a\u6708\u3002<\/p>\n\n<p>\u63a8\u7406\u662f\u6446\u644a\u3002\u4f60\u95ee\u4e00\u53e5\uff0c\u5b83\u7b97\u4e00\u6b21\uff0c\u5410\u4e00\u4e32\u5b57\u3002\u8fd9\u91cc\u6ca1\u6709\u68af\u5ea6\uff0c\u6ca1\u6709\u53c2\u6570\u66f4\u65b0\uff0c\u53ea\u6709\u4e00\u4e2a\u524d\u5411\u8fc7\u7a0b\u3002\u4e3a\u4e86\u4e0d\u91cd\u590d\u8ba1\u7b97\uff0c\u5de5\u7a0b\u4e0a\u4f1a\u505a KV Cache\uff0c\u628a\u7b97\u8fc7\u7684\u952e\u503c\u7f13\u5b58\u4e0b\u6765\uff0c\u6bcf\u5410\u4e00\u4e2a\u5b57\u5c31\u590d\u7528\u5b83\u3002<\/p>\n\n<p><strong>\u6240\u4ee5\u201c\u8bad\u7ec3\u4e00\u6b21\u82b1\u591a\u5c11\u94b1\u201d\u548c\u201c\u7528\u4e00\u6b21\u82b1\u591a\u5c11\u94b1\u201d\uff0c\u5b8c\u5168\u662f\u4e24\u4e2a\u8d26\u672c\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/obgeo.oss-cn-beijing.aliyuncs.com\/pvc-articles\/66e56324-4022-40d1-84db-2e664d970d1e.jpg\" alt=\"\u5927\u6a21\u578b\u8bad\u7ec3\u9636\u6bb5\u4e0e\u63a8\u7406\u9636\u6bb5GPU\u663e\u5b58\u5360\u7528\u5bf9\u6bd4\u56fe\" style=\"max-width: 100%;height: auto;border-radius: 12px\" \/><figcaption style=\"text-align: center;font-size: 0.9em;color: #666;margin-top: 8px\">\u5927\u6a21\u578b\u8bad\u7ec3\u9636\u6bb5\u4e0e\u63a8\u7406\u9636\u6bb5GPU\u663e\u5b58\u5360\u7528\u5bf9\u6bd4\u56fe<\/figcaption><\/figure>\n\n\n<p>\u987a\u5e26\u8bf4\u4e2a\u5e38\u89c1\u8bef\u89e3\uff1a\u53c2\u6570\u8d8a\u5927\u8d8a\u806a\u660e\u3002\u4e0d\u4e00\u5b9a\u3002\u6570\u636e\u8d28\u91cf\u3001\u8bad\u7ec3\u65f6\u957f\u3001\u540e\u8bad\u7ec3\u600e\u4e48\u8c03\uff0c\u8fd9\u4e9b\u90fd\u5728\u573a\u3002\u540e\u8bad\u7ec3\u91cc\u5934\uff0c\u76d1\u7763\u5fae\u8c03\u8ba9\u5b83\u5b66\u4f1a\u542c\u6307\u4ee4\uff0c\u504f\u597d\u5bf9\u9f50\u8ba9\u5b83\u5b66\u4f1a\u8bf4\u4eba\u8bdd\u3001\u5c11\u8bf4\u5e9f\u8bdd\u3002\u540c\u4e00\u6279\u53c2\u6570\uff0c\u540e\u8bad\u7ec3\u505a\u6cd5\u4e0d\u540c\uff0c\u51fa\u6765\u7684\u813e\u6c14\u80fd\u5dee\u5f88\u591a\u3002<\/p>\n\n<p>\u6211\u89c1\u8fc7\u4e0d\u5c11\u4eba\u62ff\u5230\u4e00\u4e2a\u5f00\u6e90\u6743\u91cd\uff0c\u76f4\u63a5\u8dd1\uff0c\u89c9\u5f97\u8fd9\u4e5f\u6ca1\u591a\u5f3a\u554a\u3002\u7136\u540e\u53d1\u73b0\u662f\u6ca1\u505a\u5bf9\u8bdd\u6a21\u677f\u5bf9\u9f50\u3002\u5c34\u5c2c\u3002<\/p>\n\n<h2>\u5173\u4e8e\u5e7b\u89c9\uff0c\u8bf4\u53e5\u516c\u9053\u8bdd<\/h2>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/obgeo.oss-cn-beijing.aliyuncs.com\/pvc-articles\/5fa9d3f0-3b3c-4b66-8ca6-f9e367a3e0f6.jpg\" alt=\"\u5173\u4e8e\u5e7b\u89c9\uff0c\u8bf4\u53e5\u516c\u9053\u8bdd\" style=\"max-width: 100%;height: auto;border-radius: 12px\" \/><figcaption style=\"text-align: center;font-size: 0.9em;color: #666;margin-top: 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