{"id":6388,"date":"2025-05-08T03:35:21","date_gmt":"2025-05-08T03:35:21","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6388"},"modified":"2025-05-08T03:35:21","modified_gmt":"2025-05-08T03:35:21","slug":"nvidia-llama-nemotron%ef%bc%9a%e8%b6%85%e8%b6%8adeepseek-r1%e7%9a%84%e5%bc%80%e6%ba%90%e6%96%b0%e7%8e%8b%e8%80%85","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/zh\/archives\/6388","title":{"rendered":"NVIDIA Llama-Nemotron\uff1a\u8d85\u8d8aDeepSeek-R1\u7684\u5f00\u6e90\u65b0\u738b\u8005"},"content":{"rendered":"<h2 class=\"wp-block-heading\" id=\"h-\u82f1\u4f1f\u8fbe\u5f00\u6e90\u65b0\u9738\u4e3b-\u4ece6710\u4ebf\u52302530\u4ebf\u53c2\u6570\u7684\u6548\u7387\u9769\u547d\">\u82f1\u4f1f\u8fbe\u5f00\u6e90\u65b0\u9738\u4e3b\uff1a\u4ece6710\u4ebf\u52302530\u4ebf\u53c2\u6570\u7684\u6548\u7387\u9769\u547d<\/h2>\n\n\n\n<p>\u5728\u5f53\u4ecaAI\u5927\u6a21\u578b\u98de\u901f\u53d1\u5c55\u7684\u65f6\u4ee3\uff0c\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff09\u518d\u6b21\u51ed\u501f\u5176\u6280\u672f\u5b9e\u529b\u6380\u8d77\u4e86\u4e00\u573a\u6ce2\u6f9c\u3002\u8fd1\u65e5\uff0c\u82f1\u4f1f\u8fbe\u53d1\u5e03\u7684Llama-Nemotron\u7cfb\u5217\u6a21\u578b\u4ee5\u60ca\u4eba\u7684\u6548\u7387\u548c\u6027\u80fd\uff0c\u8fc5\u901f\u767b\u9876\u5f00\u6e90\u6a21\u578b\u4e4b\u5dc5\uff0c\u751a\u81f3\u5728\u591a\u9879\u5173\u952e\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8d85\u8d8a\u4e86\u53c2\u6570\u91cf\u66f4\u5927\u7684DeepSeek-R1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-16.png\" alt=\"\" class=\"wp-image-1014\"\/><\/figure>\n\n\n\n<p>Llama-Nemotron\u7cfb\u5217\u5305\u542b\u4e09\u4e2a\u6a21\u578b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LN-Nano (8B)<\/strong>\uff1a\u4e13\u4e3a\u8fb9\u7f18\u8bbe\u5907\u548c\u79fb\u52a8\u5e94\u7528\u8bbe\u8ba1\u7684\u9ad8\u6548\u5c0f\u6a21\u578b<\/li>\n\n\n\n<li><strong>LN-Super (49B)<\/strong>\uff1a\u5e73\u8861\u6027\u80fd\u4e0e\u6548\u7387\u7684\u4e2d\u7aef\u6a21\u578b<\/li>\n\n\n\n<li><strong>LN-Ultra (253B)<\/strong>\uff1a\u65d7\u8230\u7ea7\u63a8\u7406\u6a21\u578b\uff0c\u4e13\u4e3a\u590d\u6742\u4efb\u52a1\u8bbe\u8ba1<\/li>\n<\/ul>\n\n\n\n<p>\u6700\u4ee4\u4eba\u60ca\u53f9\u7684\u662f\uff0cLN-Ultra\u4ee5\u4ec52530\u4ebf\u53c2\u6570\uff08\u7ea6\u4e3aDeepSeek-R1\u76846710\u4ebf\u53c2\u6570\u7684\u4e09\u5206\u4e4b\u4e00\uff09\u5728GPQA-Diamond\uff0876.01\u5206 vs 71.5\u5206\uff09\u3001IFEval\uff0889.45\u5206 vs 83.3\u5206\uff09\u548cLiveCodeBench\uff0866.31\u5206\uff09\u7b49\u591a\u9879\u5173\u952e\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5168\u9762\u8d85\u8d8a\u4e86DeepSeek-R1\u3002\u66f4\u4e3a\u91cd\u8981\u7684\u662f\uff0cLN-Ultra\u53ef\u5728\u5355\u4e2a8xH100\u8282\u70b9\u4e0a\u9ad8\u6548\u8fd0\u884c\uff0c\u800cDeepSeek-R1\u9700\u89818xH200\u786c\u4ef6\uff0c\u8fd9\u610f\u5473\u7740LN-Ultra\u4e0d\u4ec5\u6027\u80fd\u66f4\u4f73\uff0c\u8fd8\u5177\u6709\u66f4\u9ad8\u7684\u63a8\u7406\u541e\u5410\u91cf\u548c\u66f4\u4f4e\u7684\u90e8\u7f72\u95e8\u69db\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-18.png\" alt=\"\" class=\"wp-image-1016\"\/><\/figure>\n\n\n\n<p>\u6839\u636e\u4eba\u5de5\u5206\u6790\u667a\u80fd\u6307\u6570\u663e\u793a\uff0c\u622a\u81f32025\u5e744\u6708\uff0cLlama-Nemotron-Ultra\u5df2\u88ab\u516c\u8ba4\u4e3a\u5f53\u524d\u201d\u6700\u667a\u80fd\u201d\u7684\u5f00\u6e90\u6a21\u578b\u3002\u8fd9\u4e00\u7cfb\u5217\u6a21\u578b\u5168\u90e8\u91c7\u7528\u5546\u4e1a\u53cb\u597d\u7684\u5f00\u6e90\u8bb8\u53ef\uff0c\u9075\u5faaNVIDIA Open Model License\u548cLlama\u793e\u533a\u8bb8\u53ef\uff0c\u5141\u8bb8\u4f01\u4e1a\u81ea\u7531\u4f7f\u7528\u548c\u4fee\u6539\uff0c\u65e0\u7591\u5c06\u52a0\u901fAI\u6280\u672f\u7684\u666e\u53ca\u4e0e\u5e94\u7528\u521b\u65b0\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u6a21\u578b\u8bad\u7ec3\u63ed\u79d8-14\u4e07h100\u5c0f\u65f6\u7684\u4e94\u9636\u6bb5\u6784\u5efa\u6d41\u7a0b\">\u6a21\u578b\u8bad\u7ec3\u63ed\u79d8\uff1a14\u4e07H100\u5c0f\u65f6\u7684\u4e94\u9636\u6bb5\u6784\u5efa\u6d41\u7a0b<\/h2>\n\n\n\n<p>\u82f1\u4f1f\u8fbe\u5728\u6280\u672f\u62a5\u544a\u4e2d\u8be6\u7ec6\u63ed\u793a\u4e86Llama-Nemotron\u7cfb\u5217\u6a21\u578b\u7684\u4e94\u9636\u6bb5\u6784\u5efa\u6d41\u7a0b\uff0c\u5c55\u793a\u4e86\u4ece\u67b6\u6784\u4f18\u5316\u5230\u5f3a\u5316\u5b66\u4e60\u7684\u5168\u90e8\u6280\u672f\u7ec6\u8282\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7b2c\u4e00\u9636\u6bb5-\u795e\u7ecf\u67b6\u6784\u641c\u7d22\u4e0effn\u878d\u5408\">\u7b2c\u4e00\u9636\u6bb5\uff1a\u795e\u7ecf\u67b6\u6784\u641c\u7d22\u4e0eFFN\u878d\u5408<\/h3>\n\n\n\n<p>\u56e2\u961f\u9996\u5148\u5229\u7528\u540d\u4e3a\u201dPuzzle\u201d\u7684\u795e\u7ecf\u67b6\u6784\u641c\u7d22\uff08NAS\uff09\u6846\u67b6\uff0c\u5bf9\u57fa\u4e8eLlama 3.1\u7684\u539f\u59cb\u67b6\u6784\u8fdb\u884c\u6df1\u5ea6\u4f18\u5316\u3002\u901a\u8fc7\u6784\u5efa\u66ff\u4ee3Transformer\u6a21\u5757\u5e93\uff0c\u5b9e\u73b0\u4e86\u591a\u79cd\u53d8\u4f53\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6ce8\u610f\u529b\u673a\u5236\u9009\u62e9\u6027\u79fb\u9664\uff0c\u964d\u4f4e\u8ba1\u7b97\u91cf\u548cKV\u7f13\u5b58\u5185\u5b58\u6d88\u8017<\/li>\n\n\n\n<li>\u53ef\u53d8FFN\u7ef4\u5ea6\uff0c\u5b9e\u73b0\u4e0d\u540c\u7c92\u5ea6\u7684\u6a21\u578b\u538b\u7f29<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-17.png\" alt=\"\" class=\"wp-image-1015\"\/><\/figure>\n\n\n\n<p>\u7279\u522b\u521b\u65b0\u7684\u662fFFN\u878d\u5408\uff08FFN Fusion\uff09\u6280\u672f\uff1a\u5f53NAS\u79fb\u9664\u90e8\u5206\u6ce8\u610f\u529b\u5c42\u540e\uff0c\u6a21\u578b\u4e2d\u51fa\u73b0\u8fde\u7eedFFN\u5757\u65f6\uff0cFFN Fusion\u4f1a\u5c06\u8fd9\u4e9b\u7ed3\u6784\u66ff\u6362\u4e3a\u66f4\u5c11\u4f46\u66f4\u5bbd\u3001\u53ef\u5e76\u884c\u6267\u884c\u7684FFN\u5c42\uff0c\u663e\u8457\u63d0\u5347\u4e86\u591aGPU\u73af\u5883\u4e0b\u7684\u8ba1\u7b97\u6548\u7387\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7b2c\u4e8c\u9636\u6bb5-\u77e5\u8bc6\u84b8\u998f\u4e0e\u6301\u7eed\u9884\u8bad\u7ec3\">\u7b2c\u4e8c\u9636\u6bb5\uff1a\u77e5\u8bc6\u84b8\u998f\u4e0e\u6301\u7eed\u9884\u8bad\u7ec3<\/h3>\n\n\n\n<p>\u5728\u67b6\u6784\u4f18\u5316\u540e\uff0c\u56e2\u961f\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u7684\u77e5\u8bc6\u84b8\u998f\u4e0e\u6301\u7eed\u9884\u8bad\u7ec3\u4ee5\u6062\u590d\u548c\u63d0\u5347\u6a21\u578b\u6027\u80fd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LN-Super\u4f7f\u7528Distillation Mix\u6570\u636e\u96c6\u8bad\u7ec3400\u4ebftoken<\/li>\n\n\n\n<li>LN-Ultra\u5148\u8bad\u7ec3650\u4ebftoken\u76f8\u540c\u6570\u636e\u96c6\uff0c\u518d\u5728Nemotron-H\u7b2c\u56db\u9636\u6bb5\u6570\u636e\u96c6\u4e0a\u7ee7\u7eed\u8bad\u7ec3880\u4ebftoken<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-21.png\" alt=\"\" class=\"wp-image-1020\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7b2c\u4e09\u9636\u6bb5-\u5408\u6210\u6570\u636e\u76d1\u7763\u5fae\u8c03\">\u7b2c\u4e09\u9636\u6bb5\uff1a\u5408\u6210\u6570\u636e\u76d1\u7763\u5fae\u8c03<\/h3>\n\n\n\n<p>\u76d1\u7763\u5fae\u8c03\u9636\u6bb5\u91c7\u7528\u4e86\u521b\u65b0\u7684\u5408\u6210\u6570\u636e\u8bad\u7ec3\u65b9\u6cd5\uff0c\u7cbe\u5fc3\u6784\u5efa\u4e86\u5305\u542b\u63a8\u7406\u548c\u975e\u63a8\u7406\u6837\u672c\u7684\u6570\u636e\u96c6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a8\u7406\u6837\u672c\uff1a\u7cfb\u7edf\u6307\u4ee4\u4e2d\u52a0\u5165\u201ddetailed thinking on\u201d<\/li>\n\n\n\n<li>\u975e\u63a8\u7406\u6837\u672c\uff1a\u4f7f\u7528\u201ddetailed thinking off\u201d<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u6a21\u578b\u80fd\u591f\u6839\u636e\u63d0\u793a\u5185\u5bb9\u52a8\u6001\u5207\u6362\u63a8\u7406\u884c\u4e3a\uff0c\u4e3a\u201d\u63a8\u7406\u5f00\u5173\u201d\u529f\u80fd\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7b2c\u56db\u9636\u6bb5-\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\">\u7b2c\u56db\u9636\u6bb5\uff1a\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3<\/h3>\n\n\n\n<p>\u8fd9\u4e00\u9636\u6bb5\u662fLN-Ultra\u8d85\u8d8aDeepSeek-R1\u7684\u5173\u952e\u3002\u56e2\u961f\u91c7\u7528\u4e86\u4e0eDeepSeek-R1\u540c\u6b3e\u7684\u5206\u7ec4\u76f8\u5bf9\u7b56\u7565\u4f18\u5316\uff08GRPO\uff09\u7b97\u6cd5\uff0c\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u521b\u65b0\u8bbe\u8ba1\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5956\u52b1\u673a\u5236\uff1a\u51c6\u786e\u6027\u5956\u52b1\uff08\u57fa\u4e8e\u6807\u51c6\u7b54\u6848\u5339\u914d\u5ea6\uff09\u548c\u683c\u5f0f\u5956\u52b1\uff08\u5f3a\u5236\u7279\u5b9a\u6807\u7b7e\u4f7f\u7528\uff09<\/li>\n\n\n\n<li>\u6570\u636e\u7b5b\u9009\uff1a\u9884\u5148\u5254\u9664\u901a\u8fc7\u7387\u226575%\u7684\u7b80\u5355\u6837\u672c<\/li>\n\n\n\n<li>\u8bfe\u7a0b\u8bad\u7ec3\uff1a\u91c7\u7528\u57fa\u4e8e\u901a\u8fc7\u7387\u7684\u6e10\u8fdb\u5f0f\u6279\u6b21\u5206\u914d\uff0c\u4ece\u7b80\u5355\u6837\u672c\u9010\u6b65\u8fc7\u6e21\u5230\u56f0\u96be\u6837\u672c<\/li>\n<\/ul>\n\n\n\n<p>\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u6d88\u8017\u7ea614\u4e07H100 GPU\u5c0f\u65f6\uff0c\u4f7f\u752872\u4e2a\u8282\u70b9\uff08\u6bcf\u4e2a\u8282\u70b98\u5f20H100 GPU\uff09\uff0c\u751f\u6210\u9636\u6bb5\u91c7\u7528FP8\u7cbe\u5ea6\uff0c\u8bad\u7ec3\u9636\u6bb5\u91c7\u7528BF16\u7cbe\u5ea6\uff0c\u8fd9\u4e00\u7cfb\u5217\u6280\u672f\u7ec4\u5408\u4f7fLN-Ultra\u5728GPQA-Diamond\u6570\u636e\u96c6\u4e0a\u7684\u51c6\u786e\u7387\u83b7\u5f97\u663e\u8457\u63d0\u5347\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-19.png\" alt=\"\" class=\"wp-image-1017\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7b2c\u4e94\u9636\u6bb5-\u6307\u4ee4\u5bf9\u9f50\u4e0e\u4eba\u7c7b\u504f\u597d\u4f18\u5316\">\u7b2c\u4e94\u9636\u6bb5\uff1a\u6307\u4ee4\u5bf9\u9f50\u4e0e\u4eba\u7c7b\u504f\u597d\u4f18\u5316<\/h3>\n\n\n\n<p>\u6700\u540e\u9636\u6bb5\u8fdb\u884c\u4e86\u7b80\u77ed\u7684\u5f3a\u5316\u5b66\u4e60\uff0c\u91cd\u70b9\u4f18\u5316\u6a21\u578b\u7684\u6307\u4ee4\u8ddf\u968f\u80fd\u529b\u548c\u4eba\u7c7b\u504f\u597d\u5bf9\u9f50\u3002\u56e2\u961f\u4f7f\u7528RLHF\u6280\u672f\u63d0\u5347\u6a21\u578b\u7684\u901a\u7528\u5e2e\u52a9\u80fd\u529b\u548c\u804a\u5929\u8868\u73b0\uff0c\u540c\u65f6\u4fdd\u7559\u5176\u5728\u6570\u5b66\u3001\u79d1\u5b66\u7b49\u4e13\u4e1a\u9886\u57df\u7684\u80fd\u529b\u3002\u7ed3\u679c\u663e\u793a\uff0c\u7ecf\u8fc7\u5bf9\u9f50\u7684LN-Super\u5728Arena Hard\u6d4b\u8bd5\u4e2d\u83b7\u5f9788.3\u5206\uff0c\u8d85\u8d8a\u4e86Claude 3.5 Sonnet\u548cGPT-4o\u7b49\u4e13\u6709\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-22.png\" alt=\"\" class=\"wp-image-1021\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u9769\u547d\u6027\u521b\u65b0-\u63a8\u7406\u5f00\u5173\u529f\u80fd\u4e0e\u786c\u4ef6\u611f\u77e5\u4f18\u5316\">\u9769\u547d\u6027\u521b\u65b0\uff1a\u63a8\u7406\u5f00\u5173\u529f\u80fd\u4e0e\u786c\u4ef6\u611f\u77e5\u4f18\u5316<\/h2>\n\n\n\n<p>Llama-Nemotron\u7cfb\u5217\u6700\u5927\u7684\u521b\u65b0\u4e4b\u4e00\u662f\u63a8\u7406\u5f00\u5173\u529f\u80fd\uff0c\u7528\u6237\u53ea\u9700\u5728\u7cfb\u7edf\u63d0\u793a\u4e2d\u52a0\u5165\u201ddetailed thinking on\/off\u201d\u5373\u53ef\u52a8\u6001\u5207\u6362\u4e24\u79cd\u6a21\u5f0f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6807\u51c6\u804a\u5929\u6a21\u5f0f<\/strong>\uff1a\u5feb\u901f\u54cd\u5e94\u65e5\u5e38\u67e5\u8be2\uff0c\u76f4\u63a5\u7ed9\u51fa\u7b54\u6848<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u63a8\u7406\u6a21\u5f0f<\/strong>\uff1a\u8fdb\u884c\u590d\u6742\u591a\u6b65\u63a8\u7406\uff0c\u5c55\u793a\u5b8c\u6574\u7684\u601d\u8003\u8fc7\u7a0b<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e00\u8bbe\u8ba1\u89e3\u51b3\u4e86\u5f53\u524dAI\u6a21\u578b\u7684\u4e00\u5927\u75db\u70b9\u2014\u2014\u5f00\u53d1\u8005\u65e0\u9700\u7ef4\u62a4\u4e0d\u540c\u67b6\u6784\u7684\u6a21\u578b\uff0c\u5373\u53ef\u6839\u636e\u9700\u6c42\u7075\u6d3b\u8c03\u6574\u6a21\u578b\u884c\u4e3a\u3002\u5728\u5168\u7403AI\u5f00\u6e90\u9886\u57df\uff0c\u8fd9\u662f\u9996\u6b21\u5b9e\u73b0\u6b64\u7c7b\u529f\u80fd\u7684\u6a21\u578b\u7cfb\u5217\u3002<\/p>\n\n\n\n<p>\u5728\u786c\u4ef6\u4f18\u5316\u5c42\u9762\uff0cNemotron\u7cfb\u5217\u8fdb\u884c\u4e86\u6df1\u5ea6\u7684\u786c\u4ef6\u611f\u77e5\u4f18\u5316\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7cbe\u5ea6\u652f\u6301<\/strong>\uff1a\u8bad\u7ec3\u9636\u6bb5\u91c7\u7528BF16\uff0c\u751f\u6210\u9636\u6bb5\u4f7f\u7528FP8\uff08\u5e26\u67651.8\u500d\u52a0\u901f\uff09\uff0c\u4f18\u5316\u5668\u72b6\u6001\u4fdd\u6301FP32<\/li>\n\n\n\n<li><strong>FP8\u7cbe\u5ea6\u751f\u6210<\/strong>\uff1a\u7814\u7a76\u8005\u5f00\u53d1\u4e86\u652f\u6301vLLM\u6846\u67b6\u4e0b\u5728\u7ebfFP8\u7cbe\u5ea6\u751f\u6210\u6a21\u5f0f\uff0c\u5355\u4e2aGPU\u6bcf\u4e2aprompt\u7684\u751f\u6210\u541e\u5410\u91cf\u6700\u9ad8\u53ef\u8fbe32 token\/s<\/li>\n\n\n\n<li><strong>\u81ea\u5b9a\u4e49vLLM\u6743\u91cd\u52a0\u8f7d\u5668<\/strong>\uff1a\u5728\u8fd0\u884c\u65f6\u5c06BF16\u6743\u91cd\u8f6c\u6362\u4e3aFP8\u683c\u5f0f<\/li>\n<\/ul>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u4e9b\u4f18\u5316\uff0cLN-Ultra\u5728\u63a8\u7406\u541e\u5410\u91cf\u4e0a\u5b9e\u73b0\u4e86\u6bd4DeepSeek-R1\u9ad84\u500d\u7684\u60ca\u4eba\u6027\u80fd\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u5353\u8d8a\u7684\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-23.png\" alt=\"\" class=\"wp-image-1022\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u6027\u80fd\u5bf9\u6bd4-\u6253\u7834\u53c2\u6570\u91cf\u4e0e\u6027\u80fd\u7684\u7ebf\u6027\u5173\u7cfb\u795e\u8bdd\">\u6027\u80fd\u5bf9\u6bd4\uff1a\u6253\u7834\u53c2\u6570\u91cf\u4e0e\u6027\u80fd\u7684\u7ebf\u6027\u5173\u7cfb\u795e\u8bdd<\/h2>\n\n\n\n<p>\u901a\u8fc7\u5bf9\u6bd4\u6d4b\u8bd5\uff0cLlama-Nemotron\u7cfb\u5217\u6a21\u578b\u5c55\u73b0\u51fa\u8d85\u8d8a\u5176\u53c2\u6570\u89c4\u6a21\u7684\u5353\u8d8a\u6027\u80fd\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>GPQA-Diamond<\/th><th>IFEval<\/th><th>LiveCodeBench<\/th><th>Arena Hard<\/th><\/tr><\/thead><tbody><tr><td>LN-Ultra (253B)<\/td><td>76.01<\/td><td>89.45<\/td><td>66.31<\/td><td>85.2<\/td><\/tr><tr><td>DeepSeek-R1<\/td><td>71.5<\/td><td>83.3<\/td><td>&#8211;<\/td><td>81.7<\/td><\/tr><tr><td>Llama 3.1-405B<\/td><td>70.7<\/td><td>88.5<\/td><td>63.3<\/td><td>82.4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u5373\u4f7f\u662f\u4f53\u79ef\u66f4\u5c0f\u7684LN-Super (49B)\u4e5f\u8868\u73b0\u51fa\u8272\uff0c\u5728Arena Hard\u6d4b\u8bd5\u4e2d\u53d6\u5f9788.3\u7684\u9ad8\u5206\uff0c\u8d85\u8d8a\u4e86\u4e13\u6709\u6a21\u578b\u5982Claude 3.5 Sonnet\u548cGPT-4o-2024-05-13\uff0c\u4e5f\u4f18\u4e8e\u4f53\u91cf\u66f4\u5927\u7684\u5f00\u6e90\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u66f4\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5728\u5206\u5e03\u5916\u4efb\u52a1JudgeBench\uff08\u533a\u5206\u9ad8\u8d28\u91cf\u4e0e\u4f4e\u8d28\u91cf\u56de\u7b54\uff09\u4e0a\uff0cLN-Ultra\u6210\u4e3a\u8868\u73b0\u6700\u597d\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u660e\u663e\u8d85\u8fc7\u4e86DeepSeek-R1\uff0c\u4ec5\u6b21\u4e8e\u4e13\u6709\u6a21\u578bo3-mini(high)\u3002\u8fd9\u5145\u5206\u8bc1\u660e\u4e86\u6a21\u578b\u826f\u597d\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u5f00\u6e90\u65b0\u683c\u5c40-\u6548\u7387\u4f18\u5148\u65f6\u4ee3\u7684\u5230\u6765\">\u5f00\u6e90\u65b0\u683c\u5c40\uff1a\u6548\u7387\u4f18\u5148\u65f6\u4ee3\u7684\u5230\u6765<\/h2>\n\n\n\n<p>Llama-Nemotron\u7cfb\u5217\u7684\u53d1\u5e03\u6807\u5fd7\u7740AI\u53d1\u5c55\u8fdb\u5165\u6548\u7387\u4f18\u5148\u7684\u65b0\u9636\u6bb5\uff0c\u5bf9\u884c\u4e1a\u4ea7\u751f\u591a\u65b9\u9762\u5f71\u54cd\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6253\u7834\u53c2\u6570\u58c1\u5792<\/strong>\uff1a\u4ee5\u66f4\u5c0f\u7684\u89c4\u6a21\u8d85\u8d8a\u66f4\u5927\u6a21\u578b\uff0c\u6311\u6218\u201d\u66f4\u5927\u5373\u66f4\u597d\u201d\u7684\u4f20\u7edf\u89c2\u5ff5<\/li>\n\n\n\n<li><strong>\u964d\u4f4e\u90e8\u7f72\u95e8\u69db<\/strong>\uff1a\u9ad8\u6548\u67b6\u6784\u8bbe\u8ba1\u4f7f\u66f4\u591a\u4f01\u4e1a\u80fd\u591f\u8d1f\u62c5\u5927\u6a21\u578b\u90e8\u7f72<\/li>\n\n\n\n<li><strong>\u52a0\u901f\u6280\u672f\u521b\u65b0<\/strong>\uff1a\u5b8c\u5168\u5f00\u6e90\u7684\u7b56\u7565\u5c06\u52a0\u901fAI\u6280\u672f\u7684\u666e\u53ca\u4e0e\u521b\u65b0<\/li>\n\n\n\n<li><strong>\u63a8\u52a8\u6548\u7387\u7814\u7a76<\/strong>\uff1a\u6fc0\u52b1\u66f4\u591a\u7814\u7a76\u8005\u63a2\u7d22\u5927\u6a21\u578b\u7684\u6548\u7387\u8fb9\u754c<\/li>\n<\/ol>\n\n\n\n<p>\u968f\u7740AI\u7ade\u8d5b\u8fdb\u5165\u6548\u7387\u4e3a\u738b\u7684\u65f6\u4ee3\uff0c\u82f1\u4f1f\u8fbeLlama-Nemotron\u7cfb\u5217\u516c\u5f00\u7684\u591a\u9879\u521b\u65b0\u6280\u672f\u2014\u2014\u4ece\u52a8\u6001\u63a8\u7406\u5f00\u5173\u5230\u786c\u4ef6\u611f\u77e5\u4f18\u5316\uff0c\u4ece\u5408\u6210\u6570\u636e\u8bad\u7ec3\u5230\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\uff0c\u90fd\u5c06\u5f71\u54cd\u672a\u6765\u5927\u6a21\u578b\u7684\u53d1\u5c55\u65b9\u5411\u3002<\/p>\n\n\n\n<p>\u8fd9\u6b21\u6280\u672f\u516c\u5f00\u7684\u610f\u4e49\u4e0d\u4ec5\u5728\u4e8e\u65b0\u4e00\u4ee3\u9ad8\u6548\u6a21\u578b\u7684\u8bde\u751f\uff0c\u66f4\u5728\u4e8e\u4e3a\u6574\u4e2aAI\u884c\u4e1a\u6811\u7acb\u4e86\u65b0\u7684\u6280\u672f\u6807\u6746\uff0c\u63a8\u52a8AI\u6280\u672f\u5411\u7740\u66f4\u5b9e\u7528\u3001\u66f4\u666e\u60e0\u7684\u65b9\u5411\u6301\u7eed\u8fdb\u5316\u3002\u5728\u5373\u5c06\u5230\u6765\u7684B100 GPU\u7b49\u65b0\u4e00\u4ee3\u786c\u4ef6\u652f\u6301\u4e0b\uff0c\u8fd9\u4e00\u7cfb\u5217\u6a21\u578b\u5f88\u53ef\u80fd\u53ea\u662f\u6548\u7387\u9769\u547d\u7684\u5f00\u59cb\u3002<\/p>\n\n\n\n<p><strong>\u5982\u679c\u60f3\u8981\u4f7f\u7528GPT Plus\u3001Claude Pro\u3001Grok Super\u5b98\u65b9\u4ed8\u8d39\u72ec\u4eab\u8d26\u6237\u7684\uff0c\u81ea\u5df1\u4e0d\u4f1a\u5145\u503c\u53ef\u4ee5\u8054\u7cfb\u6211\u4eec\u4e13\u4e1a\u56e2\u961f\uff08wx\uff1aabch891\uff09<\/strong><\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\r\n<thead>\r\n<tr style=\"height: 48px;background-color: #f5f5f5\">\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">\u66f4\u591a\u4ea7\u54c1\u8bf7\u67e5\u770b<\/h4>\r\n<\/th>\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">\u66f4\u591a\u5185\u5bb9\u8bf7\u67e5\u770b<\/h4>\r\n<\/th>\r\n<\/tr>\r\n<\/thead>\r\n<tbody>\r\n<tr style=\"height: 63px\">\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/zh\/\" data-linktype=\"2\">ShirtAI \u2013 \u6e17\u900f\u667a\u80fd<\/a><\/td>\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/zh\/archives\/4425\/\" data-linktype=\"2\">AIGC\u5927\u6a21\u578b\uff1a\u5f00\u521b\u5de5\u7a0b\u4e0e\u79d1\u5b66\u53cc\u91cd\u9769\u547d\u65f6\u4ee3 \u2013 \u6e17\u900f\u667a\u80fd<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 61px\">\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/zh\/\" data-linktype=\"2\">1:1\u8fd8\u539fClaude\u548cGPT\u5b98\u7f51 \u2013 AI\u4e91\u539f\u751f<\/a><\/td>\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">\u6bd4\u8d5b\u76f4\u64adAPP \u5168\u7403\u9ad8\u6e05\u4f53\u80b2\u89c2\u5f71\u64ad\u653e\u5668\uff08\u63a8\u8350\uff09 \u2013 \u84dd\u886b\u79d1\u6280<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 54px\">\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">\u57fa\u4e8e\u5b98\u65b9API\u7684\u4e2d\u8f6c\u670d\u52a1 \u2013 GPTMeta API<\/a><\/td>\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">\u6c42\u52a9\uff0c\u5404\u4f4d\u5927\u795e\u8c01\u80fd\u63d0\u4f9b\u4e00\u4e9bGPT\u7684\u63d0\u95ee\u6280\u5de7\uff1f\u2013 \u77e5\u4e4e<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 70px\">\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">\u5168\u7403\u5316\u865a\u62df\u5546\u54c1\u6570\u5b57\u5546\u5e97 \u2013 \u73af\u7403\u667a\u8d2d\uff08\u51e4\u7075\u9601\uff09<\/a><\/td>\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">Claude airtfacts\u529f\u80fd\u6709\u591a\u5f3a\u5927\uff0cGPT\u77ac\u95f4\u4e0d\u9999\u4e86\uff1f-\u54d4\u54e9\u54d4\u54e9<\/a><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>","protected":false},"excerpt":{"rendered":"<p>\u82f1\u4f1f\u8fbe\u53d1\u5e03\u5f00\u6e90Llama-NemotronAI\u6a21\u578b\uff0c\u5305\u62ec8B\u300149B\u548c253B\u7248\u672c\u3002\u65d7\u8230\u7ea7LN-Ultra\u4ee5\u4ec5253\u4ebf\u53c2\u6570\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8d85\u8d8a\u4e866710\u4ebfDeepSeek-R1\uff0c\u540c\u65f6\u5728\u5355\u4e2axH100\u8282\u70b9\u4e0a\u5b9e\u73b0\u66f4\u9ad8\u6548\u8fd0\u884c\u3002\u8be5\u7cfb\u5217\u4e94\u9636\u6bb5\u8bad\u7ec3\u6d41\u7a0b\uff0c\u521b\u65b0\u6027\u6280\u672f\u5305\u62ec\u63a8\u7406\u5f00\u5173\u3001\u786c\u4ef6\u611f\u77e5\u4f18\u5316\u548c\u5408\u6210\u6570\u636e\u8bad\u7ec3\u3002\u6a21\u578b\u6027\u80fd\u53c2\u6570\u89c4\u6a21\u4e0e\u6027\u80fd\u7684\u6b63\u6bd4\u5173\u7cfb\uff0c\u6807\u5fd7\u7740AI\u6548\u7387\u4f18\u5148\u65f6\u4ee3\uff0c\u5176\u5f00\u6e90\u8bb8\u53ef\u5c06\u52a0\u901f\u6280\u672f\u666e\u53ca\u3002<\/p>","protected":false},"author":1,"featured_media":5690,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","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 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