{"id":3802,"date":"2025-05-14T17:10:15","date_gmt":"2025-05-14T09:10:15","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=3802"},"modified":"2025-05-14T17:11:24","modified_gmt":"2025-05-14T09:11:24","slug":"%e5%85%a8%e7%90%83%e9%97%b2%e7%bd%ae%e7%ae%97%e5%8a%9b%e8%ae%ad%e4%b8%aa%e6%a8%a1%e5%9e%8b%ef%bc%8c%e6%80%a7%e8%83%bd%e5%aa%b2%e7%be%8er1%ef%bc%8c%e8%80%81%e9%bb%84%e5%a4%a9%e5%a1%8c%e4%ba%86%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2025\/05\/14\/%e5%85%a8%e7%90%83%e9%97%b2%e7%bd%ae%e7%ae%97%e5%8a%9b%e8%ae%ad%e4%b8%aa%e6%a8%a1%e5%9e%8b%ef%bc%8c%e6%80%a7%e8%83%bd%e5%aa%b2%e7%be%8er1%ef%bc%8c%e8%80%81%e9%bb%84%e5%a4%a9%e5%a1%8c%e4%ba%86%ef%bc%81\/","title":{"rendered":"\u5168\u7403\u95f2\u7f6e\u7b97\u529b\u8bad\u4e2a\u6a21\u578b\uff0c\u6027\u80fd\u5ab2\u7f8eR1\uff0c\u8001\u9ec4\u5929\u584c\u4e86\uff01Karpathy\u66fe\u6295\u8d44\u5b83"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3802\" class=\"elementor elementor-3802\">\n\t\t\t\t<div class=\"elementor-element elementor-element-433c6ee e-flex e-con-boxed e-con e-parent\" data-id=\"433c6ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c2f8d2 elementor-widget elementor-widget-text-editor\" data-id=\"9c2f8d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4e00\u591c\u4e4b\u95f4\uff0c\u8001\u9ec4\u5929\u584c\u4e86\uff08doge\uff09\u3002<\/p><p>\u5168\u7403\u9996\u4e2a\u5206\u5e03\u5f0fRL\u8bad\u7ec3\u6a21\u578b<strong>INTELLECT-2<\/strong>\u53d1\u5e03\uff0c\u5b83\u4ec5\u901a\u8fc7\u6574\u5408\u5168\u7403\u95f2\u7f6e\u6216\u5206\u6563\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u5c31\u5b8c\u6210\u4e86\u6a21\u578b\u7684\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff0c\u8bad\u7ec3\u6210\u672c\u5927\u5927\u964d\u4f4e\u3002<\/p><p>\u5176\u6a21\u578b\u6027\u80fd\u4e0eDeepSeek-R1\u5ab2\u7f8e\uff01<\/p><p>\u4e00\u65e6\u8303\u5f0f\u6210\u7acb\uff0c\u8fd9\u4e5f\u5c31\u610f\u5473RL\u8bad\u7ec3\u6446\u8131\u4e86\u5bf9\u96c6\u4e2d\u5f0f\u7b97\u529b\u7684\u4f9d\u8d56\uff0c\u4e16\u754c\u4e0a\u4efb\u4f55\u4e00\u4e2a\u4eba\u90fd\u53ef\u4ee5\u53c2\u4e0e\u5230\u6a21\u578b\u8bad\u7ec3\u5f53\u4e2d\uff0c\u5927\u516c\u53f8\u5784\u65ad\u7b97\u529b\u65f6\u4ee3\u53ef\u80fd\u5c31\u6b64\u7ec8\u7ed3\u3002<\/p><p>Just like this~\u7b97\u529b\u6765\u7b97\u529b\u6765\uff0c\u7b97\u529b\u4ece\u56db\u9762\u516b\u65b9\u6765\u3002<\/p><p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/q3.itc.cn\/q_70\/images03\/20250513\/b25648658b9f405a95f84c3b2c3527d0.png\" width=\"640\" height=\"377\" \/><\/p><p>\u6b64\u6a21\u578b\u7248\u672c\u670919\u4e2a\u4eba\/\u673a\u6784\u63d0\u4f9b\u4e86\u7b97\u529b\u8d44\u6e90\u652f\u6301\uff08\u6e90\u81ea\u6a21\u578b\u56de\u7b54\uff0c\u8fd8\u5305\u62ec\u5b83\u81ea\u5df1\uff09<\/p><p><img decoding=\"async\" src=\"https:\/\/q4.itc.cn\/q_70\/images03\/20250513\/b275a7b02aff4bd6b11ff5c26f2cad43.gif\" width=\"640\" height=\"486\" \/><\/p><p>\u9664\u4e86\u8d21\u732e\u7b97\u529b\uff0c\u8fd8\u6709\u4e0d\u5c11\u5927\u4f6c\u613f\u610f\u6295\u94b1\uff0c\u5305\u62ec\u4e0d\u9650\u4e8eKarpathy\u5927\u795e\u3001FlashAttention\u4f5c\u8005Tri Dao\u5927\u795e\u3001HuggingFace\u8054\u521b\u517cCEO Clem Delangue\u7b49\u7b49\u3002<\/p><p>\u636e\u56e2\u961f\u6210\u5458\u4ecb\u7ecd\uff0c\u4ed6\u4eec\u4ece\u7f16\u5199\u6a21\u578b\u5f3a\u5316\u5b66\u4e60\u6846\u67b6<strong>prime-rl<\/strong>\uff0c\u5230\u4eca\u5929\u53d1\u5e03\u5927\u6982<strong>\u53ea\u7528\u4e86\u4e24\u4e2a\u6708\u65f6\u95f4<\/strong>\u3002<\/p><blockquote><p>\u76ee\u524d\u57fa\u7840\u8bbe\u65bd\u5df2\u5230\u4f4d\uff0c\u5e76\u4e14\u7ecf\u8fc7\u9a8c\u8bc1\uff0c\u8d85\u8fc7\u90a3\u4e9b\u5148\u8fdb\u5b9e\u9a8c\u5ba4\u53ea\u662f\u65f6\u95f4\u95ee\u9898\u3002<\/p><\/blockquote><p>\uff08\u6bd4\u5982OpenAI\uff1f\uff09<\/p><p><img decoding=\"async\" src=\"https:\/\/q6.itc.cn\/q_70\/images03\/20250513\/b876828d31a24f298a9f9e0334a0f629.png\" width=\"640\" height=\"514\" \/><\/p><p>\u6709\u4eba\u5df2\u7ecf\u5f00\u59cb\u65ad\u8a00\uff1a\u672a\u6765\u7684\u9876\u7ea7\u5f00\u6e90\u6a21\u578b\u5c06\u4ee5\u5206\u5e03\u5f0f\u65b9\u5f0f\u8fdb\u884c\u8bad\u7ec3\u3002<\/p><p>INTELLECT-2\u62a2\u5148\u6d4b<\/p><p>\u76ee\u524dINTELLECT-2\u652f\u6301\u7f51\u9875\u7aef\u4f53\u9a8c\uff0c\u53ea\u9700\u7b80\u5355\u6ce8\u518c\u5c31\u53ef\u4ee5\u4f7f\u7528\u3002\u4e0e\u5176\u4ed6\u901a\u7528\u52a9\u624b\u9875\u9762\u7c7b\u4f3c\u5dee\u4e0d\u591a\uff0c\u4e0d\u8fc7\u8f93\u5165\u4ec5\u652f\u6301\u6587\u672c\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q9.itc.cn\/q_70\/images03\/20250513\/7c6819d73e1341d28c963f7153efedd3.png\" width=\"640\" height=\"430\" \/><\/p><p>\u90a3\u54b1\u4eec\u5148\u6765\u4e00\u4e9b\u57fa\u7840\u95ee\u9898\uff1aINTELLECT-2\u6700\u5927\u7684\u7279\u70b9\u662f\u4ec0\u4e48\uff1f<\/p><p>\u5728\u63a8\u7406\u601d\u8003\u4e86\u51e0\u79d2\u949f\u4e4b\u540e\uff0c\u5b83\u7ed9\u51fa\u4e86\u7b54\u6848\uff0c\u9996\u5148\u5f3a\u8c03\u4e86\u8fd9\u662f\u9996\u4e2a\u53bb\u4e2d\u5fc3\u5316RL\u8bad\u7ec3\u7684\u8d85\u5927\u89c4\u6a21\u6a21\u578b\uff0c\u5176\u6b21\u8fd8\u6709\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u3001\u53c2\u6570\u89c4\u6a21\u4e0e\u6027\u80fd\u7684\u5e73\u8861\u3001\u6570\u636e\u9690\u79c1\u5b89\u5168\u4e0e\u793e\u533a\u9a71\u52a8\u7b49\u7279\u70b9\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q0.itc.cn\/q_70\/images03\/20250513\/44362327e6e64d7d92a09b1ffc12eb32.gif\" width=\"640\" height=\"504\" \/><\/p><p>\u56de\u7b54\u57fa\u672cOK\uff0c\u90a3\u76f4\u63a5\u6765\u4e0a\u70b9\u96be\u5ea6\uff1a<\/p><p>\u4e00\u4e2a\u5916\u661f\u4eba\u6765\u5230\u5730\u7403\u540e\uff0c\u7b2c\u4e00\u5929\u6709\u76f8\u7b49\u7684\u53ef\u80fd\u9009\u62e9\u4ee5\u4e0b\u56db\u4ef6\u4e8b\u4e2d\u7684\u4e00\u4ef6\u5b8c\u6210\uff1a<\/p><p>1\uff0c\u81ea\u6211\u6bc1\u706d\uff1b<\/p><p>2\uff0c\u5206\u88c2\u6210\u4e24\u4e2a\u5916\u661f\u4eba\uff1b<\/p><p>3\uff0c\u5206\u88c2\u6210\u4e09\u4e2a\u5916\u661f\u4eba\uff1b<\/p><p>4\uff0c\u4ec0\u4e48\u90fd\u4e0d\u505a\u3002<\/p><p>\u6b64\u540e\u6bcf\u5929\uff0c\u6bcf\u4e2a\u5916\u661f\u4eba\u5747\u4f1a\u505a\u4e00\u6b21\u9009\u62e9\uff0c\u4e14\u5f7c\u6b64\u4e4b\u95f4\u76f8\u4e92\u72ec\u7acb\uff0c\u6c42\u5730\u7403\u4e0a\u6700\u7ec8\u6ca1\u6709\u5916\u661f\u4eba\u7684\u6982\u7387<\/p><p>\u5728\u601d\u8003\u4e86\u4e00\u4f1a\u513f\u4e4b\u540e\uff0c\u56de\u7b54\u662f\u9171\u5a76\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q7.itc.cn\/q_70\/images03\/20250513\/fc36f57f11944247b7c25abc2a47a5dd.gif\" width=\"640\" height=\"628\" \/><\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q0.itc.cn\/q_70\/images03\/20250513\/0347d9d894b647f39c94f7182691cbdb.png\" width=\"640\" height=\"645\" \/><\/p><p>\u867d\u7136\u683c\u5f0f\u6709\u70b9\u4e71\uff0c\u4f46\u662f\u6700\u540e\u56de\u7b54\u6b63\u786e\uff0c\u800c\u4e14\u662f\u89e3\u6790\u89e3\u3002(o\u309c\u25bd\u309c)o\u2606[BINGO!]\u3002<\/p><p>\u5982\u679c\u6628\u5929\u662f\u660e\u5929\u5c31\u597d\u4e86\uff0c\u90a3\u4e48\u4eca\u5929\u5c31\u662f\u5468\u4e94\u4e86\u3002 \u95ee\uff1a\u53e5\u5b50\u4e2d\u7684\u4eca\u5929\u53ef\u80fd\u662f\u661f\u671f\u51e0\uff1f<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q6.itc.cn\/q_70\/images03\/20250513\/70c7ef976cda4862ab43b52eb5347119.gif\" width=\"640\" height=\"554\" \/><\/p><p>\u53ef\u4ee5\u770b\u5230\u57fa\u672c\u80fd\u529b\u6709\uff0c\u4f46\u73b0\u5728\u8fd8\u4e0d\u662f\u7279\u522b\u7a33\u5b9a\u3002\u50cf\u5f53\u4f60\u5f00\u59cb\u65b0\u5bf9\u8bdd\u65f6\uff0c\u4f1a\u78b0\u5230\u4ee5\u4e0b\u8fd9\u79cd\u60c5\u51b5\u3002<\/p><p>\u5df2\u7ecf\u6709\u70ed\u5fc3\u7f51\u53cb\u5df2\u7ecf\u5236\u4f5c\u6210\u4e86GGUF\u683c\u5f0f\u4e0a\u4f20\u5230HF\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q0.itc.cn\/q_70\/images03\/20250513\/4179a53f02184039ab81fcda8b20e296.png\" width=\"640\" height=\"521\" \/><\/p><p>\u5206\u5e03\u5f0f\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3<\/p><p>INTELLECT-2\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5927\u6a21\u578b\u8bad\u7ec3\u6846\u67b6\uff0c\u91c7\u7528\u4e86\u5168\u7403\u5206\u5e03\u5f0f\u5f02\u6b65\u5f3a\u5316\u5b66\u4e60\u7684\u8303\u5f0f\u3002<\/p><p>\u901a\u4fd7\u8bb2\uff0cINTELLECT-2\u5c31\u5982\u540c\u4e00\u4e2a\u8d85\u5927\u578b\u7684\u4f17\u5305\u9879\u76ee\uff0c\u4efb\u4f55\u62e5\u6709\u95f2\u7f6e\u7b97\u529b\u8d44\u6e90\u7684\u4eba\u90fd\u53ef\u4ee5\u53c2\u4e0e\u5176\u4e2d\u3002<\/p><p>\u201c\u5f02\u6b65\u201d\u5219\u662f\u6307\u4e0d\u540c\u9636\u6bb5\u53ef\u4ee5\u72ec\u7acb\u3001\u5e76\u884c\u5730\u8fdb\u884c\uff0c\u56e0\u6b64\u4e0d\u540c\u6027\u80fd\u7684\u8bbe\u5907\u53ef\u4ee5\u540c\u65f6\u53c2\u4e0e\uff0c\u800c\u4e0d\u4f1a\u76f8\u4e92\u5f71\u54cd\u3002<\/p><p>\u5177\u4f53\u6765\u8bf4\uff0c\u7cfb\u7edf\u4f1a\u5229\u7528\u5168\u7403\u8d21\u732e\u8005\u63d0\u4f9b\u7684\u5f02\u6784\u7b97\u529b\u5728\u672c\u5730\u751f\u6210\u63a8\u7406\u6570\u636e\uff1b\u8fd9\u4e9b\u6570\u636e\u7ecf\u8fc7\u9a8c\u8bc1\u540e\u6c47\u96c6\u5230\u4e2d\u5fc3\uff0c\u7528\u4e8e\u66f4\u65b0\u6a21\u578b\u7b56\u7565\uff1b\u66f4\u65b0\u540e\u7684\u7b56\u7565\u518d\u5206\u53d1\u5230\u6bcf\u4e2a\u8282\u70b9\uff0c\u5f00\u59cb\u65b0\u4e00\u8f6e\u8fed\u4ee3\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q8.itc.cn\/q_70\/images03\/20250513\/e08f4f787aa4448f9a92a53e6d87caa6.png\" width=\"640\" height=\"561\" \/><\/p><p>\u5728\u8fd9\u5957\u6d41\u7a0b\u5f53\u4e2d\uff0c\u4e00\u5171\u6d89\u53ca\u4e86\u56db\u5927\u5173\u952e\u7ec4\u4ef6\u2014\u2014<\/p><ul><li><p>\u6838\u5fc3RL\u6846\u67b6PRIME-RL\uff0c\u5b9e\u73b0\u63a8\u7406\u6570\u636e\u751f\u6210\u4e0e\u6a21\u578b\u8bad\u7ec3\u7684\u89e3\u8026\u548c\u5f02\u6b65\u8fdb\u884c\uff1b<\/p><\/li><li><p>\u53c2\u6570\u5206\u53d1\u7f51\u7edcSHARDCAST\uff0c\u8d1f\u8d23\u5c06\u66f4\u65b0\u540e\u7684\u6a21\u578b\u53c2\u6570\u9ad8\u6548\u5206\u53d1\u7ed9\u5168\u7403\u5404\u5730\u7684\u63a8\u7406\u8282\u70b9\uff1b<\/p><\/li><li><p>\u63a8\u7406\u9a8c\u8bc1\u534f\u8baeTOPLOC\uff0c\u9a8c\u8bc1\u6bcf\u4e2a\u63a8\u7406\u8282\u70b9\u63d0\u4ea4\u6570\u636e\u7684\u53ef\u4fe1\u6027\uff1b<\/p><\/li><li><p>Protocol Testnet\uff0c\u4e3a\u4e0d\u540c\u5b66\u4e60\u4efb\u52a1\u6784\u5efa\u72ec\u7acb\u7b97\u529b\u8d44\u6e90\u6c60\uff0c\u5b9e\u73b0\u7b97\u529b\u8d21\u732e\u548c\u4f7f\u7528\u7684\u53bb\u4e2d\u5fc3\u5316\u7ba1\u7406\u3002<\/p><\/li><\/ul><p>INTELLECT\u56e2\u961f\u5df2\u5c06\u8fd9\u56db\u5927\u7ec4\u4ef6\u5168\u90e8\u5f00\u6e90\u3002<\/p><p>\u6838\u5fc3RL\u6846\u67b6PRIME-RL<\/p><p>PRIME-RL\u7684\u6838\u5fc3\uff0c\u662f\u652f\u6301\u63a8\u7406\u6570\u636e\u751f\u6210\u4e0e\u6a21\u578b\u8bad\u7ec3\u7684\u89e3\u8026\u4e0e\u5f02\u6b65\u6267\u884c\u3002<\/p><p>\u8fd9\u79cd\u65b9\u5f0f\u5141\u8bb8\u5206\u6563\u7684\u63a8\u7406\u8282\u70b9\u6309\u7167\u81ea\u5df1\u7684\u8fdb\u5ea6\u751f\u6210\u6570\u636e\uff0c\u65e0\u9700\u5f7c\u6b64\u534f\u8c03\u548c\u7b49\u5f85\u3002<\/p><p>\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347\u6027\u80fd\u548c\u51cf\u5c0f\u663e\u5b58\u5360\u7528\uff0cPRIME-RL\u91c7\u7528\u652f\u6301bfloat16\u7cbe\u5ea6\u7684vLLM(vector LLM)\u4f5c\u4e3a\u63a8\u7406\u8fd0\u884c\u65f6\u3002<\/p><p>\u53e6\u5916\u8fd8\u96c6\u6210\u4e86FSDP\uff08Fully Sharded Data Parallel\uff09\u6280\u672f\u5bf9\u6a21\u578b\u8fdb\u884c\u5207\u7247\u3002<\/p><p>FSDP\u5c06\u6a21\u578b\u7684\u53c2\u6570\u548c\u68af\u5ea6\u6309\u5c42\u5207\u5206\u5230\u4e0d\u540c\u7684GPU\u4e0a\uff0c\u6bcf\u4e2aGPU\u53ea\u8d1f\u8d23\u4e00\u90e8\u5206\u7684\u8ba1\u7b97\u548c\u5b58\u50a8\u3002<\/p><p>\u53c2\u6570\u5206\u53d1\u7f51\u7edcSHARDCAST<\/p><p>SHARDCAST\u662f\u4e00\u4e2a\u57fa\u4e8eHTTP\u7684\u53c2\u6570\u5206\u53d1\u7f51\u7edc\uff0c\u8d1f\u8d23\u5c06\u66f4\u65b0\u540e\u7684\u6a21\u578b\u6743\u91cd\u5e7f\u64ad\u7ed9\u5168\u7403\u8303\u56f4\u5185\u7684\u63a8\u7406\u8282\u70b9\u3002<\/p><p>\u5728\u5206\u5e03\u5f0f\u5f3a\u5316\u5b66\u4e60\u4e2d\uff0c\u7531\u4e8e\u6587\u4ef6\u4f53\u79ef\u6781\u5927\uff0c\u800c\u7f51\u7edc\u5e26\u5bbd\u8d44\u6e90\u826f\u83a0\u4e0d\u9f50\uff0c\u6a21\u578b\u6743\u91cd\u7684\u5206\u53d1\u901a\u5e38\u662f\u4e00\u4e2a\u96be\u70b9\u3002<\/p><p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0cSHARDCAST\u5f15\u5165\u4e86\u5206\u7247\u4f20\u8f93\u3001\u591a\u7ea7\u7f13\u5b58\u3001\u667a\u80fd\u8c03\u5ea6\u7b49\u4e00\u7cfb\u5217\u4f18\u5316\u6280\u672f\u3002<\/p><p>\u5206\u7247\u4f20\u8f93\u6307\u7684\u662f\u5c06\u6a21\u578b\u6743\u91cd\u6587\u4ef6\u5207\u5206\u6210\u591a\u4e2a\u5c0f\u7684\u5206\u7247\uff0c\u7136\u540e\u5e76\u884c\u4f20\u8f93\u3002\u8fd9\u79cd\u505a\u6cd5\u4e0d\u4ec5\u80fd\u5145\u5206\u5229\u7528\u7f51\u7edc\u5e26\u5bbd\uff0c\u964d\u4f4e\u4f20\u8f93\u5ef6\u8fdf\uff0c\u8fd8\u80fd\u63d0\u9ad8\u4f20\u8f93\u7684\u9c81\u68d2\u6027\uff0c\u4e0d\u4f1a\u56e0\u4e3a\u4e2a\u522b\u5206\u7247\u4f20\u8f93\u5931\u8d25\u800c\u9020\u6210\u6574\u4f53\u91cd\u4f20\u3002<\/p><p>\u591a\u7ea7\u7f13\u5b58\u662f\u4e00\u79cd\u7c7b\u4f3c\u4e8eCDN\u7684\u4f20\u8f93\u6a21\u5f0f\uff0c\u5177\u4f53\u6765\u8bf4\uff0cSHARDCAST\u5728\u63a8\u7406\u8282\u70b9\u548c\u4e2d\u5fc3\u8282\u70b9\u4e4b\u95f4\u5f15\u5165\u4e86\u4e00\u5c42\u4e2d\u7ee7\u670d\u52a1\u5668\u4f5c\u4e3a\u7f13\u5b58\u3002\u6bcf\u5f53\u4e2d\u5fc3\u8282\u70b9\u4ea7\u751f\u65b0\u7684\u6a21\u578b\u6743\u91cd\uff0c\u5b83\u9996\u5148\u5c06\u6743\u91cd\u6587\u4ef6\u63a8\u9001\u5230\u8fd9\u4e9b\u4e2d\u7ee7\u670d\u52a1\u5668\u3002<\/p><p>\u8fd9\u6837\u4e00\u6765\uff0c\u63a8\u7406\u8282\u70b9\u5c31\u53ef\u4ee5\u5c31\u8fd1\u4ece\u4e2d\u7ee7\u670d\u52a1\u5668\u62c9\u53d6\u6743\u91cd\u6587\u4ef6\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u4ece\u4e2d\u5fc3\u8282\u70b9\u83b7\u53d6\uff0c\u53ef\u4ee5\u6709\u6548\u7f13\u89e3\u4e2d\u5fc3\u8282\u70b9\u7684\u7f51\u7edcI\/O\u538b\u529b\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q0.itc.cn\/q_70\/images03\/20250513\/4beaa574785e4a749b087f7df8cebe43.png\" width=\"640\" height=\"471\" \/><\/p><p>\u53e6\u5916\uff0c\u4e0e\u666e\u901a\u7684\u88ab\u52a8\u54cd\u5e94\u5f0f\u4f20\u8f93\u4e0d\u540c\uff0cSHARDCAST\u7684\u4e2d\u7ee7\u670d\u52a1\u5668\u4f1a\u4e3b\u52a8\u8ddf\u8e2a\u6bcf\u4e2a\u63a8\u7406\u8282\u70b9\u7684\u6743\u91cd\u7248\u672c\uff0c\u5f53\u53d1\u73b0\u7248\u672c\u843d\u540e\u65f6\uff0c\u4f1a\u4e3b\u52a8\u5c06\u589e\u91cf\u6743\u91cd\u63a8\u9001\u7ed9\u8282\u70b9\uff0c\u786e\u4fdd\u4e86\u6743\u91cd\u66f4\u65b0\u7684\u5b9e\u65f6\u6027\u3002<\/p><p>\u540c\u65f6\uff0cSHARDCAST\u8fd8\u4f1a\u6839\u636e\u7f51\u7edc\u62d3\u6251\u548c\u5e26\u5bbd\u72b6\u51b5\uff0c\u52a8\u6001\u8c03\u6574\u4f20\u8f93\u7b56\u7565\u548c\u8def\u7531\uff0c\u9009\u62e9\u6700\u4f18\u7684\u5206\u53d1\u8def\u5f84\u3002<\/p><p>\u63a8\u7406\u9a8c\u8bc1\u534f\u8baeTOPLOC<\/p><p>TOPLOC\u5168\u79f0Tierion backed Proof-of-Locality Protocol\uff0c\u662fINTELLECT-2\u4e2d\u8d1f\u8d23\u9a8c\u8bc1\u63a8\u7406\u8282\u70b9\u751f\u6210\u6570\u636e\u53ef\u4fe1\u6027\u7684\u5173\u952e\u7ec4\u4ef6\u3002<\/p><p>\u5176\u76ee\u7684\u662f\u786e\u4fdd\u6bcf\u4e2a\u63a8\u7406\u8282\u70b9\u63d0\u4ea4\u7684\u6570\u636e\u53ef\u4fe1\uff0c\u907f\u514d\u6076\u610f\u8282\u70b9\u901a\u8fc7\u63d0\u4ea4\u865a\u5047\u6570\u636e\u6765\u7834\u574f\u6a21\u578b\u8bad\u7ec3\u3002<\/p><p>TOPLOC\u901a\u8fc7\u5bc6\u7801\u5b66\u8bc1\u660e\u548c\u53ef\u9a8c\u8bc1\u8ba1\u7b97\u7b49\u6280\u672f\u5b9e\u73b0\uff0c\u53ef\u4ee5\u6982\u62ec\u4e3aProof\u751f\u6210\u548cProof\u68c0\u67e5\u4e24\u4e2a\u4e3b\u8981\u6b65\u9aa4\u3002<\/p><p>Proof\u751f\u6210\u662f\u6307\u5f53\u4e00\u4e2a\u63a8\u7406\u8282\u70b9\u5b8c\u6210\u4e00\u7ec4\u63a8\u7406\u4efb\u52a1\u540e\uff0c\u4e0d\u4ec5\u8981\u5c06\u751f\u6210\u7684\u8f68\u8ff9\u6570\u636e\u63d0\u4ea4\u7ed9\u4e2d\u5fc3\u8282\u70b9\uff0c\u8fd8\u8981\u9644\u5e26\u63d0\u4ea4\u4e00\u4e2a\u5bc6\u7801\u5b66proof\u3002<\/p><p>\u8fd9\u4e2aproof\u8bc1\u660e\u4e86\u6240\u63d0\u4ea4\u7684\u6570\u636e\u786e\u5b9e\u662f\u7531\u7279\u5b9a\u7248\u672c\u7684\u6a21\u578b\u3001\u7279\u5b9a\u7684\u8f93\u5165\u3001\u7279\u5b9a\u7684\u968f\u673a\u6570\u79cd\u5b50\u751f\u6210\u7684\uff0c\u5176\u751f\u6210\u57fa\u4e8e\u5b89\u5168\u54c8\u5e0c\u7b97\u6cd5\uff0c\u786e\u4fdd\u4e86proof\u4e0e\u63a8\u7406\u8fc7\u7a0b\u7ed1\u5b9a\u3002<\/p><p>\u4e2d\u5fc3\u8282\u70b9\u5728\u6536\u5230\u63a8\u7406\u6570\u636e\u548cproof\u540e\uff0c\u4f1a\u5b9a\u671f\u62bd\u67e5\u90e8\u5206\u6570\u636e\u7684\u53ef\u4fe1\u6027\u3002\u9a8c\u8bc1\u8282\u70b9\u9996\u5148\u4f1a\u91cd\u653e\u63a8\u7406\u8282\u70b9\u7684\u6a21\u578bprefill\uff0c\u7136\u540e\u5c06\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u72b6\u6001\u4e0eproof\u8fdb\u884c\u6bd4\u5bf9\u3002<\/p><p>\u4e3a\u4e86\u964d\u4f4e\u5f00\u9500\uff0c\u63a8\u7406\u8282\u70b9\u53ea\u9700\u63d0\u4ea4\u5173\u952e\u7684\u4e2d\u95f4\u72b6\u6001\uff0c\u800c\u975e\u5b8c\u6574\u7684\u8ba1\u7b97\u8fc7\u7a0b\uff1b\u9a8c\u8bc1\u8282\u70b9\u4e5f\u53ea\u9700\u91cd\u653e\u90e8\u5206\u5173\u952e\u8def\u5f84\uff0c\u800c\u4e0d\u662f\u5168\u76d8\u91cd\u505a\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q8.itc.cn\/q_70\/images03\/20250513\/cae3b5d835de4f06af23320e22d78d1c.png\" width=\"640\" height=\"341\" \/><\/p><p>Protocol Testnet<\/p><p>Protocol Testnet\u662fINTELLECT-2\u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\uff0c\u4e3a\u5168\u7403\u8303\u56f4\u5185\u7684\u8ba1\u7b97\u8d44\u6e90\u7ba1\u7406\u548c\u4efb\u52a1\u8c03\u5ea6\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u63a5\u53e3\u548c\u89c4\u8303\u3002<\/p><p>\u5b83\u5c06\u4e0d\u540c\u7c7b\u522b\u7684\u4eba\u5de5\u667a\u80fd\u8bad\u7ec3\u4efb\u52a1\u7ec4\u7ec7\u6210\u72ec\u7acb\u7684\u8ba1\u7b97\u57df\uff0c\u6bcf\u4e2a\u8ba1\u7b97\u57df\u90fd\u6709\u81ea\u5df1\u7684\u8d44\u6e90\u6c60\uff0c\u7531\u53bb\u4e2d\u5fc3\u5316\u7684\u201c\u8d26\u672c\u7cfb\u7edf\u201d\u6765\u7ba1\u7406\u8282\u70b9\u7684\u8eab\u4efd\u3001\u8d21\u732e\u548c\u4fe1\u8a89\u503c\u3002<\/p><p>\u6bcf\u4e2a\u8ba1\u7b97\u57df\u5bf9\u5e94\u4e86\u4e00\u79cd\u7279\u5b9a\u7684\u8bad\u7ec3\u4efb\u52a1\uff0c\u5982\u8bed\u8a00\u6a21\u578b\u9884\u8bad\u7ec3\u3001\u591a\u6a21\u6001\u5bf9\u9f50\u3001\u5f3a\u5316\u5b66\u4e60\u7b49\u3002<\/p><p>\u9488\u5bf9\u4e00\u4e2a\u7279\u5b9a\u7684\u8bad\u7ec3\u4efb\u52a1\uff0c\u5f00\u53d1\u8005\u4f1a\u5728Testnet\u4e0a\u6ce8\u518c\u4e00\u4e2a\u65b0\u7684\u8ba1\u7b97\u57df\uff0c\u8ba1\u7b97\u57df\u5b9a\u4e49\u4e86\u4efb\u52a1\u7684\u76f8\u5173\u5c5e\u6027\u548c\u534f\u8bae\u89c4\u8303\u3002<\/p><p>\u5168\u7403\u8303\u56f4\u5185\u7684\u7b97\u529b\u63d0\u4f9b\u8005\u53ef\u4ee5\u5c06\u81ea\u5df1\u7684\u8ba1\u7b97\u8bbe\u5907\u6ce8\u518c\u5230Testnet\u7684\u8d44\u6e90\u6c60\u4e2d\u3002\u6bcf\u4e2a\u8282\u70b9\u5728\u52a0\u5165\u65f6\uff0c\uff0c\u90fd\u9700\u8981\u5728\u53bb\u4e2d\u5fc3\u5316\u201c\u8d26\u672c\u201d\u4e0a\u751f\u6210\u4e00\u4e2a\u552f\u4e00\u7684\u5bc6\u7801\u5b66\u8eab\u4efd\uff0c\u7528\u4e8e\u540e\u7eed\u7684\u8d21\u732e\u5ea6\u8bb0\u5f55\u548c\u4fe1\u8a89\u7ba1\u7406\u3002<\/p><p>\u5f53\u4e00\u4e2a\u8ba1\u7b97\u57df\u6709\u65b0\u7684\u8bad\u7ec3\u4efb\u52a1\u9700\u8981\u6267\u884c\u65f6\uff0cTestnet\u7684\u4efb\u52a1\u8c03\u5ea6\u670d\u52a1\u4f1a\u6839\u636e\u5404\u8282\u70b9\u7684\u7b97\u529b\u7279\u5f81\u548c\u7f51\u7edc\u72b6\u51b5\uff0c\u5c06\u4efb\u52a1\u5206\u53d1\u5230\u5408\u9002\u7684\u8282\u70b9\u4e0a\u3002\u8282\u70b9\u6309\u7167\u4efb\u52a1\u8981\u6c42\uff0c\u6267\u884c\u8ba1\u7b97\u5e76\u751f\u6210\u7ed3\u679c\u3002<\/p><p>\u8282\u70b9\u751f\u6210\u7684\u8ba1\u7b97\u7ed3\u679c\u9700\u8981\u7ecf\u8fc7\u9a8c\u8bc1\uff0c\u4ee5\u786e\u4fdd\u5176\u53ef\u4fe1\u6027\uff0c\u5bf9\u4e8e\u901a\u8fc7\u9a8c\u8bc1\u7684\u7ed3\u679c\uff0c\u8282\u70b9\u7684\u8d21\u732e\u5ea6\u4f1a\u88ab\u8bb0\u5f55\u5728\u53bb\u4e2d\u5fc3\u5316\u8d26\u672c\u4e0a\uff0c\u4f5c\u4e3a\u540e\u7eed\u5956\u52b1\u5206\u914d\u7684\u4f9d\u636e\u3002<\/p><p>\u670d\u52a1\u652f\u6301\uff1a\u5728\u6574\u4e2a\u4efb\u52a1\u6267\u884c\u8fc7\u7a0b\u4e2d\uff0cTestnet\u8fd8\u63d0\u4f9b\u4e86\u8282\u70b9\u53d1\u73b0\u3001\u5065\u5eb7\u76d1\u63a7\u3001\u65e5\u5fd7\u7ba1\u7406\u7b49\u4e00\u7cfb\u5217\u914d\u5957\u670d\u52a1\uff0c\u4ee5\u534f\u52a9\u8282\u70b9\u7684\u7ba1\u7406\u548c\u95ee\u9898\u8bca\u65ad\uff0c\u4fdd\u969c\u5206\u5e03\u5f0f\u7f51\u7edc\u7684\u7a33\u5b9a\u8fd0\u884c\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q5.itc.cn\/q_70\/images03\/20250513\/3231ebbc3d60488b9c3eb5eb82a6d255.png\" width=\"640\" height=\"430\" \/><\/p><p>\u66f4\u591a\u8bad\u7ec3\u7ec6\u8282<\/p><p>\u53e6\u5916\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0cINTELLECT2\u8fd8\u91c7\u7528\u4e86\u4e24\u6b65\u5f02\u6b65\u5f3a\u5316\u5b66\u4e60\u7684\u6a21\u5f0f\uff0c\u4e5f\u5c31\u662f\u6743\u91cd\u7684\u5e7f\u64ad\u4e0e\u6b63\u5728\u8fdb\u884c\u7684\u63a8\u7406\u548c\u8bad\u7ec3\u5b8c\u5168\u91cd\u53e0\uff0c\u4ece\u800c\u6d88\u9664\u4e86\u901a\u4fe1\u74f6\u9888\u3002<\/p><p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/q1.itc.cn\/q_70\/images03\/20250513\/1d207a121b5c44a58dae779e9200d04e.png\" width=\"640\" height=\"322\" \/><\/p><p>\u4ee5\u53ca\u53cc\u9762GRPO\u526a\u8f91\uff0c\u901a\u8fc7\u4f7f\u7528\u53cc\u9762\u6807\u8bb0\u6982\u7387\u6bd4\u526a\u8f91\u6765\u7f13\u89e3\u68af\u5ea6\u5c16\u5cf0\uff0c\u4ece\u800c\u4f7f\u8bad\u7ec3\u66f4\u52a0\u7a33\u5b9a\u3002<\/p><p>\u6570\u636e\u65b9\u9762\uff0cINTELLECT2\u91c7\u7528\u4e86\u6765\u81eaNuminaMath-1.5\u3001Deepscaler\u548c 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