{"id":757356,"date":"2026-03-29T20:23:04","date_gmt":"2026-03-29T12:23:04","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=757356"},"modified":"2026-03-29T20:23:04","modified_gmt":"2026-03-29T12:23:04","slug":"%e4%bb%8e%e7%94%b5%e4%bb%b7%e4%bc%98%e5%8a%bf%e5%88%b0%e4%bd%8e%e6%88%90%e6%9c%ac%e8%af%8d%e5%85%83%ef%bc%88token%ef%bc%89%e5%87%ba%e6%b5%b7%e7%9a%84%e5%8f%99%e4%ba%8b%e8%b7%af%e5%be%84%e6%88%90","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=757356","title":{"rendered":"\u4ece\u7535\u4ef7\u4f18\u52bf\u5230\u4f4e\u6210\u672c\u8bcd\u5143\uff08Token\uff09\u51fa\u6d77\u7684\u53d9\u4e8b\u8def\u5f84\u6210\u7acb\u5417\uff1f"},"content":{"rendered":"<blockquote>\n<p>\u6587 | \u76d8\u53e4<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%99%ba%e5%ba%93\" title=\"View all posts in \u667a\u5e93\" target=\"_blank\" class=\"tag_link\">\u667a\u5e93<\/a><\/p>\n<\/blockquote>\n<p>\u5f53\u524d\uff0c\u5e02\u573a\u4e0a\u6d41\u884c\u4e00\u79cd\u6781\u5ea6\u7b80\u5316\u7684\u5546\u4e1a\u53d9\u4e8b\uff1a\u5c06\u4e2d\u56fd\u4e30\u5bcc\u7684\u7eff\u7535<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>\u89c6\u4e3a<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd\" title=\"View all posts in \u4eba\u5de5\u667a\u80fd\" target=\"_blank\" class=\"tag_link\">\u4eba\u5de5\u667a\u80fd<\/a>\u65f6\u4ee3\u7684&ldquo;\u65b0\u7164\u77ff&rdquo;\u3002\u5176\u57fa\u672c\u903b\u8f91\u53ef\u4ee5\u8868\u8ff0\u4e3a\uff1a\u5229\u7528\u897f\u90e8\u4f4e\u81f3 0.3 \u5143\u6bcf\u5ea6\u7684\u7535\u529b\u4f18\u52bf\u9a71\u52a8\u5927\u89c4\u6a21\u667a\u7b97\u4e2d\u5fc3\uff0c\u901a\u8fc7\u7b97\u529b<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>\u5c06\u7535\u529b\u8f6c\u5316\u4e3a\u53ef\u4ea4\u6613\u7684\u8bcd\u5143\uff0c\u518d\u5229\u7528\u4e92\u8054\u7f51\u7684\u96f6<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%89%a9%e6%b5%81\" title=\"View all posts in \u7269\u6d41\" target=\"_blank\" class=\"tag_link\">\u7269\u6d41<\/a>\u6210\u672c\u7279\u5f81\uff0c\u5c06\u8fd9\u4e9b&ldquo;\u6570\u5b57\u4ea7\u54c1&rdquo;\u5356\u5411\u5168\u7403\u3002\u8fd9\u4e00\u8fc7\u7a0b\u88ab\u5f62\u8c61\u5730\u79f0\u4e3a&ldquo;\u7535\u529b\u53d8\u7b97\u529b\uff0c\u7b97\u529b\u53d8\u8bcd\u5143\uff0c\u8bcd\u5143\u6362\u7f8e\u91d1&rdquo;\u3002\u4f46\u662f\uff0c\u8fd9\u4e2a\u53d9\u4e8b\u5728\u73b0\u5b9e\u4e2d\u662f\u4e0d\u662f\u771f\u7684\u6210\u7acb\uff0c\u8fd8\u9700\u8981\u8fdb\u4e00\u6b65\u63a2\u8ba8\u7684\u3002<\/p>\n<p>\u8ba9\u6211\u4eec\u4ece\u6700\u57fa\u7840\u7684\u6982\u5ff5\u5f00\u59cb\u590d\u76d8\uff0c\u4ec0\u4e48\u662f\u8bcd\u5143\uff1f\u8bcd\u5143\u662f\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5904\u7406\u4fe1\u606f\u7684\u6700\u5c0f\u795e\u7ecf\u5143\u8f93\u5165\u5355\u4f4d\u3002\u5728\u7269\u7406\u5c42\u9762\uff0c\u5927\u6a21\u578b\u65e0\u6cd5\u76f4\u63a5\u8bfb\u61c2\u81ea\u7136\u8bed\u8a00\u7684\u6587\u672c\u6d41\uff0c\u5fc5\u987b\u901a\u8fc7\u5206\u8bcd\u5668\uff08Tokenizer\uff09\u5c06\u6587\u672c\u6620\u5c04\u4e3a\u79bb\u6563\u7684\u6570\u5b57\u5e8f\u5217\u3002\u6bcf\u4e00\u4e2a\u8bcd\u5143\u5728\u6a21\u578b\u5185\u90e8\u90fd\u5bf9\u5e94\u4e00\u4e2a\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u7684\u5411\u91cf\uff08Embedding\uff09\u3002\u901a\u4fd7\u7684\u8bf4\uff0c\u8bcd\u5143\u4e0d\u662f\u5b57\uff0c\u4e5f\u4e0d\u662f\u8bcd\uff0c\u800c\u662f\u6a21\u578b\u8fdb\u884c\u77e9\u9635\u8fd0\u7b97\u65f6\u7684&ldquo;\u6700\u5c0f\u6b65\u957f&rdquo;\u3002\u6240\u4ee5\uff0c\u4ed6\u53ef\u4ee5\u4f5c\u4e3a\u8ba1\u7b97\u4efb\u52a1\u7684\u8ba1\u91cf\u5355\u4f4d\uff0c\u4e5f\u5c31\u4f1a\u88ab\u8fdb\u4e00\u6b65\u7684\u5f53\u6210\u6d88\u8017\u7b97\u529b\u7684\u8ba1\u4ef7\u5355\u4f4d\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u8bcd\u5143\u7684\u5207\u5206\uff0c\u662f\u975e\u5e38&ldquo;\u56e0\u4eba\u800c\u5f02&rdquo;\u7684\u4e8b\u60c5\uff0c\u6bcf\u4e2a\u6a21\u578b\u4f1a\u6709\u81ea\u5df1\u7684\u5207\u5206\u7b97\u6cd5\u3002\u5904\u7406\u540c\u6837\u7684 1000 \u5b57\u4e2d\u6587\u62a5\u544a\uff0c\u6709\u4e9b\u6a21\u578b\u53ef\u80fd\u53ea\u9700\u8981 1200 \u4e2a\u8bcd\u5143\uff0c\u800c\u6709\u4e9b\u53ef\u80fd\u9700\u8981 1800 \u4e2a\u3002\u8fd9\u79cd\u5207\u5206\u65b9\u5f0f\u7684\u5dee\u5f02\uff0c\u76f4\u63a5\u5bfc\u81f4\u4e86\u4e0b\u6e38\u8ba1\u7b97\u91cf\u7684\u57fa\u6570\u4e0d\u540c\u3002\u6240\u4ee5\u4e0d\u540c\u6a21\u578b\u7684\u8bcd\u5143\u7684&ldquo;\u542b\u91d1\u91cf&rdquo;\u5728\u5206\u8bcd\u9636\u6bb5\u5c31\u5df2\u7ecf\u4ea7\u751f\u4e86\u5206\u5316\u3002<\/p>\n<p>\u8fdb\u4e00\u6b65\u770b\uff0c\u6a21\u578b\u5904\u7406\u8bcd\u5143\u7684\u8fc7\u7a0b\u662f\u4e00\u4e2a\u590d\u6742\u7684&ldquo;\u81ea\u56de\u5f52&rdquo;\u63a8\u7406\u3002\u5f53\u7528\u6237\u8f93\u5165\u4e00\u4e2a\u8bcd\u5143\u5e8f\u5217\u65f6\uff0c\u6a21\u578b\u4f1a\u5c06\u5176\u6620\u5c04\u5230\u591a\u5c42 Transformer\u67b6\u6784\u4e2d\u3002\u6bcf\u4e00\u5c42\u90fd\u5305\u542b\u591a\u5934\u6ce8\u610f\u529b\u673a\u5236\uff08Multi-Head Attention\uff09\u548c\u524d\u9988\u795e\u7ecf\u7f51\u7edc\uff08FFN\uff09\u3002\u8bcd\u5143\u5411\u91cf\u90fd\u8981\u4e0e\u5de8\u5927\u7684\u6743\u91cd\u77e9\u9635\u8fdb\u884c\u70b9\u79ef\u8fd0\u7b97\u3002\u5728\u751f\u6210\u9636\u6bb5\uff0c\u6bcf\u4ea7\u751f\u4e00\u4e2a\u65b0\u7684\u8bcd\u5143\uff0c\u6a21\u578b\u90fd\u8981\u5bf9\u4e4b\u524d\u6240\u6709\u7684\u4e0a\u4e0b\u6587\u8bcd\u5143\u8fdb\u884c\u4e00\u6b21\u5b8c\u6574\u7684\u524d\u5411\u4f20\u64ad\u8ba1\u7b97\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u968f\u7740\u5bf9\u8bdd\u957f\u5ea6\u7684\u589e\u52a0\uff0c\u8ba1\u7b97\u538b\u529b\u4e0d\u662f\u7ebf\u6027\u589e\u52a0\u7684\uff0c\u800c\u662f\u5448\u73b0\u51fa\u660e\u663e\u7684\u8d44\u6e90\u5360\u7528\u6ce2\u52a8\u3002\u8fd9\u79cd&ldquo;\u903b\u8f91\u63a8\u6f14&rdquo;\u7684\u672c\u8d28\u51b3\u5b9a\u4e86\uff0c\u8bcd\u5143\u7684\u4ea7\u51fa\u4e0d\u662f\u6d41\u6c34\u7ebf\u4e0a\u7684\u7269\u7406\u7ec4\u88c5\uff0c\u800c\u662f\u4e00\u79cd\u9ad8\u5f3a\u5ea6\u7684\u6570\u5b66\u6a21\u62df\u3002\u5728\u5b66\u672f\u754c\u548c\u5de5\u7a0b\u754c\uff0c\u6709\u4e00\u4e2a\u516c\u8ba4\u7684\u8fd1\u4f3c\u4f30\u7b97\uff1a\u751f\u6210\uff08\u6216\u5904\u7406\uff09 1 \u4e2a \u8bcd\u5143\u6240\u9700\u7684\u6d6e\u70b9\u8fd0\u7b97\u6b21\u6570\u7ea6\u662f2 \u500d\u7684\u6a21\u578b\u53c2\u6570\u91cf\u3002\u4ee5\u4e00\u4e2a 70B \u53c2\u6570\u7684\u6a21\u578b\u4e3a\u4f8b\uff0c\u6bcf\u5904\u7406\u4e00\u4e2a\u8bcd\u5143\u9700\u8981\u786c\u4ef6\u6267\u884c1400 \u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u3002\u4e00\u6b211000\u4e2a\u8bcd\u5143\u7684\u5178\u578b\u5bf9\u8bdd\uff0c\u80cc\u540e\u662f 140 \u4e07\u4ebf\u6b21\u7684\u7269\u7406\u8ba1\u7b97\u3002<\/p>\n<p>\u5728 Transformer \u67b6\u6784\u4e2d\uff0c\u6ce8\u610f\u529b\u673a\u5236\u7684\u8ba1\u7b97\u91cf\u4e0e\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u5e73\u65b9\u6210\u6b63\u6bd4\uff08\u867d\u7136 2026 \u5e74\u5df2\u6709\u5927\u91cf\u7ebf\u6027\u6ce8\u610f\u529b\u6280\u672f\u7684\u5e94\u7528\uff0c\u4f46\u8d44\u6e90\u5360\u7528\u4f9d\u7136\u663e\u8457\uff09\u3002\u8fd9\u610f\u5473\u7740\u5904\u7406&ldquo;\u957f\u6587\u672c&rdquo;\u4e2d\u7684 1000 \u4e2a \u8bcd\u5143\uff0c\u5176\u6210\u672c\u8fdc\u9ad8\u4e8e\u5904\u7406&ldquo;\u77ed\u6587\u672c&rdquo;\u4e2d\u7684 1000 \u4e2a\u8bcd\u5143\u3002\u592a\u590d\u6742\u7684\u539f\u7406\u4e0d\u662f\u672c\u6587\u8981\u63a2\u8ba8\u7684\u5185\u5bb9\uff0c\u4f46\u662f\u6838\u5fc3\u662f\u6a21\u578b\u5bf9\u8bcd\u5143\u7684\u5904\u7406&ldquo;\u529e\u6cd5&rdquo;\uff0c\u548c\u4e0d\u540c\u4efb\u52a1\u7c7b\u578b\uff0c\u90fd\u51b3\u5b9a\u4e86\u4e0d\u540c\u7684\u8ba1\u7b97\u6b21\u6570\u8981\u6c42\uff0c\u4e5f\u51b3\u5b9a\u7740\u540e\u671f\u7684\u5b9e\u9645\u6d88\u8017\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u8bcd\u5143\u7684\u6210\u672c\u5e94\u8be5\u600e\u4e48\u8fdb\u884c\u4f30\u8ba1\u5462\uff1f\u5728\u4e0d\u8003\u8651\uff1a\u7b2c\u4e00\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%9f%ba%e5%bb%ba\" title=\"View all posts in \u57fa\u5efa\" target=\"_blank\" class=\"tag_link\">\u57fa\u5efa<\/a>\u6210\u672c\uff1b\u7b2c\u4e8c\u3001\u6a21\u578b\u80fd\u529b\u5197\u4f59\u7684\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u5c06\u5355\u4f4d\u8bcd\u5143\u7684\u57fa\u7840\u4ef7\u683c\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5b8c\u6574\u6570\u636e\u63a8\u5bfc\u673a\u5236\uff1a<\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/03\/5f86d703a719f26199dd2e91325425a0_1774782390.png?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/format\/jpg\/thumbnail\/1440x728\/gravity\/center\/crop\/!1440x728&ext=.png\" width=\"824\" height=\"417\" alt=\"\u4ece\u7535\u4ef7\u4f18\u52bf\u5230\u4f4e\u6210\u672c\u8bcd\u5143\uff08Token\uff09\u51fa\u6d77\u7684\u53d9\u4e8b\u8def\u5f84\u6210\u7acb\u5417\uff1f\" style=\"display:block; margin-left:auto; margin-right:auto\" 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