{"id":40116,"date":"2025-04-14T01:03:09","date_gmt":"2025-04-13T17:03:09","guid":{"rendered":"https:\/\/17aitech.com\/?p=40116"},"modified":"2025-04-14T01:03:09","modified_gmt":"2025-04-13T17:03:09","slug":"3710%e4%ba%bf%e6%95%b0%e5%ad%a6tokens%ef%bc%8c%e5%85%a8%e9%9d%a2%e5%bc%80%e6%94%be%ef%bc%81%e5%8f%b2%e4%b8%8a%e6%9c%80%e5%a4%a7%e9%ab%98%e8%b4%a8%e9%87%8f%e5%bc%80%e6%ba%90%e6%95%b0%e5%ad%a6%e9%a2%84","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40116","title":{"rendered":"3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-13-2\" target=\"_blank\">3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7426a31d6e1fd62b4d379914edd0ad9b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7426a31d6e1fd62b4d379914edd0ad9b.png\"><\/a><\/section>\n<p>\u5728\u5927\u6a21\u578b\u8fc8\u5411<strong>\u63a8\u7406\u65f6\u4ee3<\/strong>\u7684\u5f53\u4e0b\uff0c\u6570\u5b66\u63a8\u7406\u80fd\u529b\u5df2\u6210\u4e3a\u8861\u91cf\u8bed\u8a00\u6a21\u578b\u667a\u80fd\u4e0a\u9650\u7684\u5173\u952e\u6307\u6807\u3002<\/p>\n<p>\u8fd1\u65e5\uff0cLLM360 \u63a8\u51fa\u4e86 <strong>MegaMath\uff1a\u5168\u7403\u76ee\u524d\u6700\u5927\u7684\u5f00\u6e90\u6570\u5b66\u63a8\u7406\u9884\u8bad\u7ec3\u6570\u636e\u96c6<\/strong>\uff0c\u5171\u8ba1 <strong>3710 \u4ebf\uff08371B\uff09tokens<\/strong>\uff0c\u8986\u76d6\u7f51\u9875\u3001\u4ee3\u7801\u548c\u9ad8\u8d28\u91cf\u5408\u6210\u6570\u636e\u4e09\u5927\u9886\u57df\u3002<\/p>\n<section data-pm-slice=\"1 3 []\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-c26de458cabde8f97130dc309e09dfbd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-c26de458cabde8f97130dc309e09dfbd.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u62a5\u544a\u6807\u9898\uff1aMegaMath: Pushing the Limits of Open Math Corpora<\/section>\n<\/li>\n<li>\n<section>\u6280\u672f\u62a5\u544a\uff1ahttps:\/\/arxiv.org\/abs\/2504.02807<\/section>\n<\/li>\n<li>\n<section>\u6570\u636e\u96c6\u5730\u5740\uff1ahttps:\/\/hf.co\/datasets\/LLM360\/MegaMath<\/section>\n<\/li>\n<li>\n<section>GitHub \u4ee3\u7801\uff1ahttps:\/\/github.com\/LLM360\/MegaMath<\/section>\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e0d\u4ec5\u662f\u9996\u6b21\u5728\u89c4\u6a21\u4e0a\u8d85\u8d8a DeepSeek-Math Corpus\uff08120B\uff09\u7684\u5f00\u6e90\u6570\u636e\u96c6\uff0c\u66f4\u4ee3\u8868\u4ece\u300c\u53ea\u9760\u7f51\u9875\u300d\u5230\u300c\u9762\u5411\u63a8\u7406\u300d\u7684\u91cd\u5927\u8de8\u8d8a\u3002\u77ed\u77ed\u6570\u65e5\u65f6\u95f4\uff0c\u6570\u636e\u96c6\u4e0b\u8f7d\u91cf\u5df2\u7ecf\u6765\u5230 3 \u4e07\u4f59\u6b21\uff0c\u5e76\u4e14\u6301\u7eed\u5728 Hugging Face \u8d8b\u52bf\u699c\u4e0a\u540d\u5217\u524d\u8305\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-68992fd1e434d5b1513448c4f775b68a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-68992fd1e434d5b1513448c4f775b68a.png\"><\/a><\/section>\n<p data-pm-slice=\"0 0 []\"><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0MegaMath\u6570\u636e\u96c6\u603b\u89c8<\/sup><\/p>\n<p><strong>\u4e3a\u4ec0\u4e48\u6211\u4eec\u9700\u8981 MegaMath\uff1f<\/strong><\/p>\n<p>\u5728\u73b0\u6709\u4e3b\u6d41\u95ed\u6e90\u6570\u5b66\u8bed\u6599\u5982 Qwen-2.5-Math\uff081T\uff09\u548c DeepSeekMath\uff08120B\uff09\u6301\u7eed\u5c55\u73b0\u5353\u8d8a\u6570\u5b66\u80fd\u529b\u7684\u540c\u65f6\uff0c<strong>\u5f00\u6e90\u7814\u7a76\u793e\u533a\u957f\u671f\u7f3a\u4e4f\u7b49\u91cf\u7ea7\u3001\u7b49\u8d28\u91cf\u7684\u6570\u5b66\u6570\u636e<\/strong>\u3002\u5f53\u524d\u53ef\u7528\u7684\u5f00\u6e90\u6570\u636e\u96c6\uff08\u5982 OpenWebMath\u3001FineMath\uff09\u89c4\u6a21\u8fc7\u5c0f\uff0c\u65e0\u6cd5\u652f\u6491\u66f4\u5927\u89c4\u6a21\u7684\u6a21\u578b\u8bad\u7ec3\uff1b\u8fc7\u6ee4\u8fc7\u5ea6\uff0c\u5bfc\u81f4\u6570\u5b66\u6837\u672c\u91cf\u7f3a\u5931\u591a\u6837\u6027\u4e0d\u8db3\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-8c050bc2a466a21850d0f8222af526fc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-8c050bc2a466a21850d0f8222af526fc.png\"><\/a><\/section>\n<p data-pm-slice=\"0 0 []\"><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0MegaMath\u548c\u5176\u4ed6\u6570\u636e\u96c6\u7684\u7edf\u8ba1\u6570\u636e\u5bf9\u6bd4<\/sup><\/p>\n<p>\u4e3a\u89e3\u51b3\u8fd9\u4e00\u75db\u70b9\uff0c<strong>MegaMath \u56e2\u961f<\/strong>\u672c\u7740\u300c\u505a\u56f0\u96be\u800c\u6b63\u786e\u7684\u4e8b\u60c5\u300d\u4e3a\u76ee\u6807\uff0c\u4ee5<strong>\u89c4\u6a21 \u00d7 \u8d28\u91cf \u00d7 \u591a\u6837\u6027<\/strong>\u4e3a\u6838\u5fc3\u8bbe\u8ba1\uff0c\u5386\u65f6 9 \u4e2a\u6708\u65f6\u95f4\uff0c\u6784\u5efa\u4e86\u5168\u9762\u5f00\u653e\u7684\u6570\u5b66\u63a8\u7406\u6570\u636e\u5e95\u5ea7\u3002<\/p>\n<p>MegaMath \u6570\u636e\u96c6\u5171\u8ba1 <strong>3710 \u4ebf tokens<\/strong>\uff0c\u662f\u4e4b\u524d\u7ecf\u5178\u5f00\u6e90\u6570\u5b66\u6570\u636e\uff0c\u5982 OpenWebMath \u7684\u7ea6 20 \u500d\u3002\u6570\u636e\u96c6\u5171\u5206\u4e3a\u4e09\u5927\u90e8\u5206\uff1a<\/p>\n<ul>\n<li>\n<section><strong>2790 \u4ebf tokens<\/strong>\uff1a\u6570\u5b66\u5bc6\u96c6\u7f51\u9875\u6570\u636e\uff08Math-rich Web\uff09<\/section>\n<\/li>\n<li>\n<section><strong>281 \u4ebf tokens<\/strong>\uff1a\u6570\u5b66\u76f8\u5173\u4ee3\u7801\uff08Math Code\uff09<\/section>\n<\/li>\n<li>\n<section><strong>640 \u4ebf tokens<\/strong>\uff1a\u9ad8\u8d28\u91cf\u5408\u6210\u6570\u636e\uff08Synthetic Data\uff09<\/section>\n<\/li>\n<\/ul>\n<p>\u6bcf\u90e8\u5206\u6570\u636e\u5747\u7ecf\u8fc7\u591a\u8f6e\u7b5b\u9009\u3001\u6e05\u6d17\u5e76\u901a\u8fc7\u4e0b\u6e38\u9884\u8bad\u7ec3\u5b9e\u9a8c\u5145\u5206\u9a8c\u8bc1\uff0c\u4ee5\u786e\u4fdd<strong>\u5b9e\u7528\u6027\u4e0e\u6cdb\u5316\u80fd\u529b\u5e76\u5b58<\/strong>\u3002<\/p>\n<p><strong>\u6784\u5efa MegaMath \u7684\u79d8\u65b9<\/strong><\/p>\n<p>\u5982\u4f55\u6784\u5efa\u8fd9\u6837\u4e00\u4e2a\u5e9e\u5927\u7684\u63a8\u7406\u6570\u636e\u96c6\u5462\uff1f\u4f5c\u8005\u5c06\u4ed6\u4eec\u4e3b\u8981\u5206\u4e3a 3 \u5757\u5185\u5bb9\uff0c\u5e76\u7cbe\u5fc3\u8bbe\u8ba1\u4e86\u4e0d\u540c\u7684\u6570\u636e\u300c\u6d41\u6c34\u7ebf\u300d\uff0c\u786e\u4fdd\u9ad8\u6548\u3001\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u5f00\u53d1\u3002<\/p>\n<p><strong>\u9ad8\u8d28\u91cf\u7684\u7f51\u9875\u6570\u636e\u6784\u5efa<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-17a5028db8714f2f125899396a23b3fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-17a5028db8714f2f125899396a23b3fe.png\"><\/a><\/section>\n<p data-pm-slice=\"0 0 []\"><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0MegaMath\u7684\u7f51\u9875\u6570\u636e\u5904\u7406\u6d41\u7a0b<\/sup><\/p>\n<p>\u4e3a\u4e86\u5f7b\u5e95\u4f18\u5316\u6570\u5b66\u6587\u672c\u7684\u5904\u7406\u6d41\u7a0b\uff0c\u4f5c\u8005\u91cd\u65b0\u4e0b\u8f7d\u5904\u7406\u4e86 <strong>2014\u20132024 \u5e74\u95f4\u6240\u6709\u7684 99 \u4e2a Common Crawl \u6587\u4ef6\u5305<\/strong>\uff0c\u5e76\u5bf9\u4e92\u8054\u7f51\u7684\u6570\u5b66\u6587\u672c\u63d0\u53d6\u8fdb\u884c\u4e00\u7cfb\u5217\u5927\u91cf\u7684\u5de5\u7a0b\u4f18\u5316\u6765\u786e\u4fdd\u6570\u636e\u8d28\u91cf\uff1a<\/p>\n<ul>\n<li>\n<section>\u5f53\u524d\u5e38\u7528\u7684\u5f00\u6e90\u6587\u672c\u62bd\u53d6\u5de5\u5177\u5bf9 HTML \u4e2d\u6570\u5b66\u7684\u5143\u7d20\u5e76\u6ca1\u6709\u5f88\u597d\u5730\u5904\u7406\uff0c\u56e2\u961f\u56e0\u6b64\u5f00\u53d1\u4e86\u4e00\u5957 <strong>HTML \u7ed3\u6784\u4f18\u5316\u7684\u811a\u672c\uff0c\u5728\u62bd\u53d6\u524d\u5c31\u63d0\u53d6\u548c\u4f18\u5316<\/strong> LaTeX\u3001KaTeX\u3001mathml \u7b49\u5143\u7d20\u4e2d\u7684\u516c\u5f0f\u4fe1\u606f\u8fdb\u884c\u91cd\u6784\uff0c\u4ee5\u786e\u4fdd\u5728\u62bd\u53d6\u65f6\u5145\u5206\u4fdd\u7559\u6587\u672c\u4e2d\u7684\u6570\u5b66\u7b26\u53f7\u3001\u516c\u5f0f\u548c\u5b9a\u7406\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<ul>\n<li>\n<section>\u7531\u4e8e\u4e0d\u540c\u62bd\u53d6\u5668\u7684\u5904\u7406\u901f\u5ea6\u6709\u533a\u522b\uff0c\u56e2\u961f\u521b\u65b0\u5730\u91c7\u7528\u4e86\u4e24\u6bb5\u5f0f\u63d0\u53d6\u65b9\u6cd5\uff0c<strong>\u7b2c\u4e00\u9636\u6bb5\u6ce8\u91cd\u6548\u7387\uff0c\u7528\u5feb\u901f\u7684\u62bd\u53d6\u5668\u8fdb\u884c\u62bd\u53d6 + \u7b5b\u9664\u975e\u6570\u5b66\u6837\u672c\uff1b\u7b2c\u4e8c\u9636\u6bb5\u6ce8\u91cd\u7cbe\u5ea6\uff0c\u7528\u5305\u542b\u66f4\u591a\u89c4\u5219\u7684\u5904\u7406\u5668\u8fdb\u4e00\u6b65\u79fb\u9664\u6587\u672c\u566a\u97f3\u548c\u7cbe\u7ec6\u7b5b\u9009\u51fa\u548c\u6570\u5b66\u5f3a\u76f8\u5173\u7684\u6570\u636e\u3002<\/strong>\u8fd9\u4f7f\u5f97 MegaMath \u6700\u7ec8\u4fdd\u7559\u51fa\u6570\u5b66\u5f3a\u76f8\u5173\u3001\u4e14\u66f4\u5e72\u51c0\u7684\u5927\u89c4\u6a21\u6570\u5b66\u6587\u672c\u6570\u636e\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<ul>\n<li>\n<section>\u5bf9\u4e8e\u5982\u4f55\u8bad\u7ec3\u7a33\u5065\u800c\u51c6\u786e\u7684\u6587\u672c\u5206\u7c7b\u5668\uff0c\u56e2\u961f\u4e5f\u53d1\u73b0\u4e86\u56e0\u4e3a\u79cd\u5b50\u6570\u636e\u6536\u96c6\u5e26\u6765\u7684\u5206\u5e03\u504f\u79fb\u95ee\u9898\uff0c\u56e0\u6b64\u5728\u7b2c\u4e00\u9636\u6bb5\u7684\u7c97\u7b5b\u4e4b\u540e\u901a\u8fc7\u91cd\u65b0\u6536\u96c6\u79cd\u5b50\u6570\u636e\u8bad\u7ec3\u5206\u7c7b\u5668\u6765\u8fdb\u884c\u4e8c\u9636\u6bb5\u7b5b\u9009\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<ul>\n<li>\n<section>\u8003\u8651\u5230\u76ee\u524d\u7814\u7a76\u793e\u533a\u5bf9\u4e8e\u7eed\u8bad\u7ec3\uff08Continual Pre-training\uff09\u3001\u4e2d\u671f\u8bad\u7ec3\uff08Mid-Training\uff09\u7684\u5e7f\u6cdb\u9700\u6c42\uff0c\u4f5c\u8005\u8fd8\u5229\u7528\u8bed\u8a00\u6a21\u578b\u5bf9\u6587\u672c\u7684\u6559\u80b2\u4ef7\u503c\u8fdb\u884c\u52a8\u6001\u6253\u5206\uff0c\u518d\u6b21\u8fc7\u6ee4\u5f97\u5230\u5305\u542b\u6781\u9ad8\u6559\u80b2\u4ef7\u503c\u7684\u6570\u5b66\u5b50\u96c6\uff0c\u5e76\u8fdb\u4e00\u6b65\u7528 LLM \u8fdb\u884c\u7cbe\u70bc\uff0c\u5f97\u5230\u4e86\u8fdc\u8d85\u5f00\u6e90\u4efb\u4f55\u6570\u636e\u96c6\u8d28\u91cf\u7684\u5b50\u96c6\uff1b\u5728\u548c\u73b0\u5b58\u6700\u9ad8\u8d28\u91cf\u7684\u6570\u636e FineMath \u8fdb\u884c\u4e00\u5bf9\u4e00\u516c\u5e73\u5bf9\u6bd4\u65f6\uff0c\u4e5f\u80fd\u663e\u8457\u8d85\u8fc7 4% \u7684\u4e0b\u6e38\u6027\u80fd\u3002<\/section>\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e00\u7cfb\u5217\u7684\u5de5\u7a0b\u4f18\u5316\u548c\u6280\u672f\u8fed\u4ee3\u6700\u7ec8\u5f62\u6210\u4e86\uff1a<\/p>\n<ul>\n<li>\n<section>MegaMath-Web\uff1a\u5305\u542b <strong>263B tokens \u7684\u6700\u5927\u89c4\u6a21\u4e92\u8054\u7f51\u6570\u5b66\u8bed\u6599<\/strong><\/section>\n<\/li>\n<li>\n<section>MegaMath-Web-Pro\uff1a\u5305\u542b <strong>15B tokens \u7684 LLM \u4f18\u5316\u540e\u7684\u8d85\u9ad8\u8d28\u91cf\u6570\u5b66\u8bed\u6599<\/strong><\/section>\n<\/li>\n<\/ul>\n<p><strong>\u7cbe\u786e\u7684\u6570\u5b66\u4ee3\u7801\u6570\u636e\u53ec\u56de<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-605afa31dcab3843f746d91c3ac73f99.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-605afa31dcab3843f746d91c3ac73f99.png\"><\/a><\/section>\n<p data-pm-slice=\"0 0 []\"><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0MegaMath-Code\u7684\u591a\u6b65\u53ec\u56de\u6d41\u7a0b<\/sup><\/p>\n<p>\u4ee3\u7801\u6570\u636e\u88ab\u5e7f\u6cdb\u9a8c\u8bc1\uff0c\u6709\u5229\u4e8e\u63d0\u5347\u6a21\u578b\u7684\u6570\u5b66\u8868\u73b0\u3001\u63d0\u5347\u6a21\u578b\u5229\u7528\u300c\u751f\u6210\u4ee3\u7801 + \u6267\u884c\u6c42\u89e3\u300d\u8303\u5f0f\u8fdb\u884c\u89e3\u9898\u7684\u80fd\u529b\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u8fd9\u662f\u4e00\u4efd\u5b9d\u8d35\u7684\u6570\u636e\u9886\u57df\u3002MegaMath \u5728\u73b0\u5b58\u6700\u5927\u7684\u4ee3\u7801\u9884\u8bad\u7ec3\u6570\u636e\u96c6 Stack v2 \u4e2d\u6316\u6398\u4e86\u6570\u5b66\u76f8\u5173\u4ee3\u7801\u5757\uff0c\u540c\u65f6\u7ed3\u5408\u56e2\u961f\u4e4b\u524d\u63d0\u51fa\u7684 <strong>Programming Every Example\uff08ProX\uff09<\/strong>\u65b9\u6cd5\uff0c\u5229\u7528\uff081\uff09\u5927\u6a21\u578b\u8bc4\u5206\uff08LLM scoring\uff09\uff1b\uff082\uff09\u5fae\u8c03\u5c0f\u6a21\u578b\u5feb\u901f\u7b5b\u9009\uff08SLM filtering\uff09\u7684\u65b9\u5f0f\uff0c\u9ad8\u6548\u6e05\u6d17\u51fa\u4e86\u5305\u62ec\u79d1\u5b66\u8ba1\u7b97\u3001\u7b26\u53f7\u63a8\u7406\u3001\u903b\u8f91\u7a0b\u5e8f\u7b49\u9886\u57df\u7684\u4ee3\u7801\u6570\u636e\uff0c\u5f62\u6210 MegaMath-Code\uff0c\u4e00\u4e2a\u5305\u542b<strong> 28.1B tokens <\/strong>\u7684\u6570\u5b66\u76f8\u5173\u8bed\u6599\uff0c\u5305\u542b\u4e86\u5171 11 \u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u8fdb\u4e00\u6b65\u52a0\u5f3a\u4e86\u6570\u636e\u96c6\u7684\u4e30\u5bcc\u7a0b\u5ea6\u3002<\/p>\n<p><strong>\u5927\u89c4\u6a21\u6570\u5b66\u6570\u636e\u5408\u6210<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-415510762e65d4b17af965109787c968.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-415510762e65d4b17af965109787c968.png\"><\/a><\/section>\n<p data-pm-slice=\"0 0 []\"><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 MegaMath-Synth\u7684\u4e09\u79cd\u5927\u89c4\u6a21\u5408\u6210\u65b9\u6cd5<\/sup><\/p>\n<p>\u8fd1\u5e74\u6765\uff0c\u5408\u6210\u6570\u636e\u5df2\u7ecf\u6210\u4e3a\u5927\u6a21\u578b\u8bad\u7ec3\u4e0d\u53ef\u7f3a\u5931\u7684\u4e00\u90e8\u5206\u6570\u636e\uff1b\u5c24\u5176\u662f\u5f53\u4f20\u7edf\u7684\u6570\u636e\u5df2\u7ecf\u88ab\u5927\u91cf\u53d1\u6398\u548c\u5229\u7528\u7684\u60c5\u51b5\u4e0b\uff0c\u5408\u6210\u6570\u636e\u4ee3\u8868\u4e86\u4e00\u7c7b\u53ef\u6301\u7eed\u88ab\u5f00\u53d1\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u6e90\u3002\u8fd9\u5728\u4e4b\u524d\u7684\u5f00\u6e90\u9884\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\uff0c\u901a\u5e38\u662f\u6ca1\u6709\u88ab\u63a2\u7d22\u7684\u3002<\/p>\n<p>MegaMath \u56e2\u961f\u79ef\u6781\u62e5\u62b1\u5408\u6210\u6570\u636e\uff0c\u5e76\u5f00\u6e90\u4e86\u9884\u8bad\u7ec3\u89c4\u6a21\u7684\u9ad8\u8d28\u91cf\u6587\u672c\uff0c\u5305\u542b\uff081\uff09Q&amp;A \u95ee\u7b54\u5f62\u5f0f\uff08\u89e3\u51b3\u6570\u5b66\u9898\uff09\uff1b\uff082\uff09\u5408\u6210\u4ee3\u7801\uff08\u8de8\u8bed\u8a00\u8f6c\u4e3a Python\uff09\uff1b\uff083\uff09\u6587\u672c + \u4ee3\u7801\u4ea4\u9519\u6570\u636e\uff08\u66f4\u8d34\u8fd1\u771f\u5b9e\u89e3\u9898\u573a\u666f\uff09\uff1b\u6240\u6709\u6837\u672c\u90fd\u7ecf\u8fc7\u8d28\u91cf\u68c0\u6d4b\uff08\u5305\u62ec\u4ee3\u7801\u5757\u7684\u53ef\u6267\u884c\u6027\u6821\u9a8c\uff09\u3002\u56e2\u961f\u901a\u8fc7\u4e0d\u65ad\u4f18\u5316 Prompt\u3001\u7b80\u5316\u5de5\u7a0b\u8bbe\u8ba1\uff0c\u8fbe\u5230\u5728\u6d88\u878d\u5b9e\u9a8c\u4e2d\u8868\u73b0<strong>\u5168\u9762\u4f18\u4e8e\u73b0\u6709\u5408\u6210\u7684\u57fa\u7ebf<\/strong>\u3002<\/p>\n<p><strong>\u6548\u679c\u5982\u4f55\uff0c\u8868\u73b0\u8bf4\u8bdd<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-1471cb12ba254faf01dffe8a67eb9b02.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-1471cb12ba254faf01dffe8a67eb9b02.png\"><\/a><\/section>\n<p data-pm-slice=\"0 0 []\"><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 MegaMath-Llama-3.2 1B \/ 3B\u7684\u8868\u73b0\u5728CoT\u548cPAL\u6d4b\u8bd5\u4e0a\u5747\u63d0\u5347\u663e\u8457\u3002<\/sup><\/p>\n<p>MegaMath \u4e0d\u662f\u5355\u7eaf\u5730\u300c\u5806\u6570\u636e\u300d\u62fc\u5927\u5c0f\uff0c\u800c\u662f\u5bf9<strong>\u6bcf\u4e00\u6b65\u90fd\u8fdb\u884c\u4e86\u4e25\u8c28\u9a8c\u8bc1\u4ee5\u786e\u4fdd\u6570\u636e\u8d28\u91cf<\/strong>\u3002<\/p>\n<p>\u8fd9\u5305\u62ec\uff1a\uff081\uff09\u6587\u672c\u62bd\u53d6\u6d41\u7a0b\u9a8c\u8bc1\uff1b\uff082\uff09\u53bb\u91cd\u7b56\u7565\u5bf9\u6bd4\uff08\u5728\u673a\u5668\u627f\u53d7\u8303\u56f4\u5185\u5bfb\u6c42\u6700\u4f18\u7684 MinHash \u53bb\u91cd\u7b56\u7565\uff09\uff1b\uff083\uff09fastText \u8fc7\u6ee4\u9608\u503c\u3001\u8bad\u7ec3\u7b56\u7565\u8c03\u4f18\uff1b\uff084\uff09\u4ee3\u7801\u6570\u636e\u6bd4\u91cd &amp; SLM \u53ec\u56de\u7387\u6d88\u878d\uff1b(5\uff09\u5408\u6210\u7b56\u7565\u7684\u8fed\u4ee3\u3002<\/p>\n<p>\u4e3a\u4e86\u68c0\u9a8c\u8fd9\u4e9b\u7b56\u7565\uff0c\u6240\u6709\u7684\u5b9e\u9a8c\u90fd\u5728\u8db3\u591f\u5927\u7684\u5c3a\u5ea6\u4e0b\u8fdb\u884c\u4e86\u9884\u8bad\u7ec3 + \u4e0b\u6e38\u8bc4\u6d4b\u7684\u9a8c\u8bc1\u5b9e\u9a8c\uff0c\u7528\u6765\u4e3a\u6700\u7ec8\u7684\u65b9\u6848\u548c\u7b56\u7565\u63d0\u4f9b\u8db3\u591f\u663e\u8457\u7684\u5b9e\u9a8c\u4fe1\u53f7\u3002<\/p>\n<p>\u6700\u7ec8\uff0cMegaMath \u5171\u8fdb\u884c\u4e86\u8d85\u8fc7 50 \u6b21\u7684\u9884\u8bad\u7ec3\u9a8c\u8bc1\uff0c\u5e76\u6700\u7ec8\u5728<strong> Llama-3.2\uff081B &amp; 3B\uff09\u4e0a\u8fdb\u884c\u4e86 100B \u7684\u9884\u8bad\u7ec3<\/strong>\u3002<\/p>\n<p>\u5b9e\u9a8c\u8868\u660e\uff0cMegaMath \u80fd\u591f\u5728 GSM8K\u3001MATH \u7b49\u6570 10 \u4e2a\u6807\u51c6\u6570\u5b66\u4efb\u52a1\u4e0a\u53d6\u5f97 <strong>15\u201320% \u7684\u7edd\u5bf9\u63d0\u5347<\/strong>\u3002\u8fd9\u4e9b\u6570\u5b57\u5b9e\u6253\u5b9e\u5730\u8bf4\u660e\u4e86 MegaMath \u6570\u636e\u96c6\u5728\u6570\u5b66\u63a8\u7406\u4e0a\u7684\u663e\u8457\u6548\u679c\u3002<\/p>\n<p><strong>\u4f5c\u8005\u7684\u613f\u666f<\/strong><\/p>\n<p>\u4f5c\u8005\u5e0c\u671b\uff0cMegaMath \u7684\u53d1\u5e03\uff0c\u80fd\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u63a8\u52a8\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6\u5728<strong>\u89c4\u6a21\u3001\u8d28\u91cf\u4e0e\u591a\u6837\u6027<\/strong>\u4e0a\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\uff0c\u4e5f\u5e0c\u671b MegaMath \u80fd\u6210\u4e3a\u6784\u5efa\u66f4\u5f3a\u6570\u5b66\u8bed\u8a00\u6a21\u578b\u7684\u4e00\u4e2a\u575a\u5b9e\u8d77\u70b9\uff0c\u6fc0\u53d1\u66f4\u591a\u6765\u81ea\u5b66\u672f\u754c\u4e0e\u5de5\u4e1a\u754c\u7684\u5408\u4f5c\u4e0e\u521b\u65b0\u3002<\/p>\n<p>\u5728\u8fc8\u5411\u66f4\u5f3a\u63a8\u7406\u80fd\u529b\u4e0e\u66f4\u9ad8\u667a\u80fd\u4e0a\u9650\u7684\u8fc7\u7a0b\u4e2d\uff0cMegaMath \u53ea\u662f\u521d\u6b65\u9636\u6bb5\u7684\u5c1d\u8bd5\u3002\u4f5c\u4e3a\u4e00\u4e2a\u81f4\u529b\u4e8e\u5f00\u653e\u79d1\u5b66\u4e0e\u5f00\u6e90\u7814\u7a76\u7684\u56e2\u961f\uff0c\u56e2\u961f\u6df1\u77e5\u8fd9\u9879\u5de5\u4f5c\u7684\u6311\u6218\u4e0e\u5c40\u9650\uff0c\u4e5f\u975e\u5e38\u611f\u6fc0\u5f00\u6e90\u793e\u533a\u7ed9\u4e88\u7684\u8bf8\u591a\u542f\u53d1\u4e0e\u5e2e\u52a9\u3002<\/p>\n<p>\u7279\u522b\u611f\u8c22 Hugging Face\u3001DeepSeek\u3001Qwen \u7b49\u4f18\u79c0\u5f00\u6e90\u56e2\u961f\u957f\u671f\u4ee5\u6765\u63d0\u4f9b\u7684\u6a21\u578b\u3001\u5de5\u5177\u548c\u6570\u636e\u65b9\u6848\uff0c\u8ba9\u56e2\u961f\u6709\u673a\u4f1a\u7ad9\u5728\u5de8\u4eba\u7684\u80a9\u8180\u4e0a\u6301\u7eed\u6253\u78e8\u548c\u5b8c\u5584\u8fd9\u4e2a\u5de5\u4f5c\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-13-2\" target=\"_blank\">3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:3710\u4ebf\u6570\u5b66toke [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68,81],"class_list":["post-40116","post","type-post","status-publish","format-standard","hentry","category-news","tag-68","tag-81"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=40116\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=40116\",\"url\":\"https:\/\/17aitech.com\/?p=40116\",\"name\":\"3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03 - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=40116#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=40116#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7426a31d6e1fd62b4d379914edd0ad9b.png\",\"datePublished\":\"2025-04-13T17:03:09+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=40116#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=40116\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=40116#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7426a31d6e1fd62b4d379914edd0ad9b.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7426a31d6e1fd62b4d379914edd0ad9b.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=40116#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03 - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=40116","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=40116","url":"https:\/\/17aitech.com\/?p=40116","name":"3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03 - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=40116#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=40116#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7426a31d6e1fd62b4d379914edd0ad9b.png","datePublished":"2025-04-13T17:03:09+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=40116#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=40116"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=40116#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7426a31d6e1fd62b4d379914edd0ad9b.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7426a31d6e1fd62b4d379914edd0ad9b.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=40116#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"3710\u4ebf\u6570\u5b66tokens\uff0c\u5168\u9762\u5f00\u653e\uff01\u53f2\u4e0a\u6700\u5927\u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u5b66\u9884\u8bad\u7ec3\u6570\u636e\u96c6MegaMath\u53d1\u5e03"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40116","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=40116"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40116\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=40116"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=40116"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=40116"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}