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alt=\"\"\/><\/figure>\n\n\n\n<p>\u8bba\u6587\u4e2d\u8fd8\u5c55\u793a\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u8bbe\u8ba1\uff0c\u901a\u8fc7\u9010\u6b65\u964d\u4f4e\u5386\u53f2\u56fe\u50cf\u7684\u5206\u8fa8\u7387\u6765\u6a21\u62df&#8221;\u9057\u5fd8\u673a\u5236&#8221;\uff0c\u6700\u8fd1\u7684\u4fe1\u606f\u4fdd\u6301\u6e05\u6670\uff0c\u4e45\u8fdc\u7684\u4fe1\u606f\u9010\u6e10\u6a21\u7cca\u4f46\u4ecd\u53ef\u8bbf\u95ee\uff0c\u8fd9\u548c\u4eba\u7c7b\u8bb0\u5fc6\u7684\u8870\u51cf\u6a21\u5f0f\u9887\u4e3a\u76f8\u4f3c\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u8bf4NSA\u89e3\u51b3\u7684\u662f\u5982\u4f55\u9ad8\u6548\u5904\u7406\u957f\u4e0a\u4e0b\u6587\uff0cOCR\u89e3\u51b3\u7684\u5219\u662f\u5982\u4f55\u9ad8\u6548\u5b58\u50a8\u957f\u4e0a\u4e0b\u6587\u3002\u4e24\u8005\u7ed3\u5408\uff0c\u6307\u5411\u7684\u662f\u767e\u4e07\u7ea7\u751a\u81f3\u66f4\u957f\u7684\u6709\u6548\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002<\/p>\n\n\n\n<p>\u5267\u900f\u4e09\uff5c\u591a\u6a21\u6001\uff0c\u65e9\u5df2\u642d\u5efa\u7684\u7edf\u4e00\u5e95\u5c42\u7cfb\u7edf\uff1aJanus-Pro<\/p>\n\n\n\n<p>1\u6708\u5e95\uff0c\u5c31\u5728R1\u5f15\u53d1\u5168\u7403\u5173\u6ce8\u7684\u540c\u4e00\u5468\uff0cDeepSeek\u8fd8\u53d1\u5e03\u4e86Janus-Pro\u3002\u8fd9\u662f\u4e00\u4e2a\u80fd\u540c\u65f6\u8fdb\u884c\u56fe\u50cf\u7406\u89e3\u548c\u56fe\u50cf\u751f\u6210\u7684\u591a\u6a21\u6001\u6a21\u578b\u3002Janus\u7684\u6838\u5fc3\u8bbe\u8ba1\u662f&#8221;\u89e3\u8026\u89c6\u89c9\u7f16\u7801&#8221;\uff1a\u7528\u4e24\u6761\u72ec\u7acb\u7684\u8def\u5f84\u5206\u522b\u5904\u7406\u56fe\u50cf\u7406\u89e3\u548c\u56fe\u50cf\u751f\u6210\uff0c\u4f46\u5171\u4eab\u540c\u4e00\u4e2aTransformer\u4e3b\u5e72\u3002<\/p>\n\n\n\n<p>\u8fd9\u89e3\u51b3\u4e86\u4f20\u7edf\u591a\u6a21\u6001\u6a21\u578b\u7684\u4e00\u4e2a\u6839\u672c\u77db\u76fe\uff0c\u7406\u89e3\u4efb\u52a1\u9700\u8981\u63d0\u53d6\u8bed\u4e49\u7279\u5f81\uff0c\u751f\u6210\u4efb\u52a1\u9700\u8981\u4fdd\u7559\u50cf\u7d20\u7ec6\u8282\uff0c\u4e24\u8005\u5bf9\u89c6\u89c9\u7f16\u7801\u5668\u7684\u8981\u6c42\u662f\u51b2\u7a81\u7684\u3002\u901a\u8fc7\u89e3\u8026\uff0cJanus\u8ba9\u4e24\u79cd\u80fd\u529b\u53ef\u4ee5\u5404\u81ea\u4f18\u5316\uff0c\u540c\u65f6\u53c8\u901a\u8fc7\u5171\u4eab\u4e3b\u5e72\u5b9e\u73b0\u9ad8\u6548\u7684\u8de8\u6a21\u6001\u878d\u5408\u3002<\/p>\n\n\n\n<p>\u800c\u8fd9\u9879\u5de5\u4f5c\u7684\u610f\u4e49\u4e0d\u4ec5\u5728\u4e8e\u56fe\u50cf\u80fd\u529b\u672c\u8eab\u3002\u5b83\u9a8c\u8bc1\u4e86\u4e00\u79cd&#8221;\u7edf\u4e00\u67b6\u6784&#8221;\u7684\u53ef\u884c\u6027\uff1a\u4e0d\u540c\u6a21\u6001\u3001\u4e0d\u540c\u4efb\u52a1\u53ef\u4ee5\u5728\u540c\u4e00\u4e2a\u6a21\u578b\u6846\u67b6\u5185\u9ad8\u6548\u534f\u4f5c\u3002\u5982\u679cR2\u8981\u6210\u4e3a\u771f\u6b63\u7684\u901a\u7528\u667a\u80fd\u4f53\uff0c\u591a\u6a21\u6001\u80fd\u529b\u662f\u7ed5\u4e0d\u8fc7\u53bb\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n<p>\u5267\u900f\u56db\uff5c\u63a8\u7406\u67b6\u6784\uff0c\u6b7b\u78d5\u66f4\u590d\u6742\u73af\u5883\u91cc\u7684\u81ea\u6211\u9a8c\u8bc1\u80fd\u529b\uff1aMath-V2<\/p>\n\n\n\n<p>\u56de\u5230\u5f00\u7bc7\u63d0\u5230\u7684DeepSeekMath-V2\u3002\u5b83\u6700\u91cd\u8981\u7684\u521b\u65b0\u4e0d\u662f\u62ff\u4e86\u591a\u5c11\u5956\u724c\uff0c\u800c\u662f\u63d0\u51fa\u4e86&#8221;\u81ea\u6211\u9a8c\u8bc1&#8221;\u7684\u63a8\u7406\u8303\u5f0f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/25-11-28\/0dc873be-160e-4bff-a8bd-e6f3ee2d0bf9.png?imageView2\/2\/w\/1000\/format\/png\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5f53\u524d\u4e3b\u6d41\u7684\u6570\u5b66\u63a8\u7406\u6a21\u578b\u6709\u4e00\u4e2a\u6839\u672c\u95ee\u9898\uff0c\u5b83\u4eec\u88ab\u8bad\u7ec3\u53bb\u7b54\u5bf9\u9898\uff0c\u800c\u4e0d\u662f\u6b63\u786e\u63a8\u7406\u3002\u7528\u5f3a\u5316\u5b66\u4e60\u4f18\u5316\u6700\u7ec8\u7b54\u6848\u7684\u6b63\u786e\u7387\uff0c\u6a21\u578b\u53ef\u80fd\u5b66\u4f1a\u5404\u79cd\u53d6\u5de7\u7684\u6377\u5f84\u2014\u2014\u7b54\u6848\u5bf9\u4e86\uff0c\u4f46\u63a8\u7406\u8fc7\u7a0b\u6f0f\u6d1e\u767e\u51fa\u3002\u8fd9\u5728\u6709\u6807\u51c6\u7b54\u6848\u7684\u7ade\u8d5b\u9898\u4e0a\u6216\u8bb8\u8fd8\u80fd\u8499\u6df7\u8fc7\u5173\uff0c\u4e00\u65e6\u9762\u5bf9\u6ca1\u6709\u5df2\u77e5\u89e3\u7684\u5f00\u653e\u95ee\u9898\u5c31\u4f1a\u5931\u6548\u3002<\/p>\n\n\n\n<p>Math-V2\u91c7\u7528\u4e86\u201c\u751f\u6210\u5668-\u9a8c\u8bc1\u5668\u201d\u53cc\u6a21\u578b\u67b6\u6784\u3002\u751f\u6210\u5668\u8d1f\u8d23\u4ea7\u51fa\u8bc1\u660e\uff0c\u9a8c\u8bc1\u5668\u8d1f\u8d23\u8bc4\u4f30\u8bc1\u660e\u7684\u4e25\u8c28\u6027\u548c\u5b8c\u6574\u6027\uff0c\u7136\u540e\u628a\u9a8c\u8bc1\u7ed3\u679c\u4f5c\u4e3areward\u4fe1\u53f7\u53cd\u9988\u7ed9\u751f\u6210\u5668\u3002\u5173\u952e\u662f\u5982\u4f55\u4fdd\u6301&#8221;\u751f\u6210-\u9a8c\u8bc1\u5dee\u8ddd&#8221;\uff0c\u5f53\u751f\u6210\u5668\u53d8\u5f3a\u540e\uff0c\u9a8c\u8bc1\u5668\u4e5f\u9700\u8981\u540c\u6b65\u63d0\u5347\uff0c\u5426\u5219\u5c31\u4f1a\u5931\u53bb\u7ea0\u9519\u80fd\u529b\u3002DeepSeek\u7684\u89e3\u51b3\u65b9\u6848\u662f\u52a8\u6001\u6269\u5c55\u9a8c\u8bc1\u8ba1\u7b97\uff0c\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u81ea\u52a8\u6807\u6ce8\u90a3\u4e9b&#8221;\u96be\u4ee5\u9a8c\u8bc1&#8221;\u7684\u8bc1\u660e\uff0c\u751f\u6210\u65b0\u7684\u8bad\u7ec3\u6570\u636e\u6765\u6301\u7eed\u63d0\u5347\u9a8c\u8bc1\u5668\u3002<\/p>\n\n\n\n<p>\u8fd9\u5957\u673a\u5236\u8ba9\u6a21\u578b\u80fd\u591f\u81ea\u6211\u53d1\u73b0\u548c\u4fee\u6b63\u63a8\u7406\u4e2d\u7684\u95ee\u9898\uff0c\u4e0d\u518d\u4f9d\u8d56\u5916\u90e8\u7684\u6807\u51c6\u7b54\u6848\u4f5c\u4e3a\u76d1\u7763\u4fe1\u53f7\u3002\u8fd9\u5bf9\u4e8escaling test-time compute\u81f3\u5173\u91cd\u8981\uff0c\u5982\u679c\u6a21\u578b\u4e0d\u80fd\u53ef\u9760\u5730\u8bc4\u4f30\u81ea\u5df1\u7684\u63a8\u7406\u8d28\u91cf\uff0c\u589e\u52a0\u63a8\u7406\u65f6\u95f4\u53ea\u4f1a\u751f\u6210\u66f4\u591a\u7684\u5783\u573e\u3002<\/p>\n\n\n\n<p>\u6307\u5411\u4e00\u4e2a\u731c\u60f3\uff1a\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60<\/p>\n\n\n\n<p>\u8868\u9762\u4e0a\u770b\uff0c\u8fd9\u56db\u9879\u5de5\u4f5c\u5206\u5c5e\u4e0d\u540c\u9886\u57df\uff1a\u6ce8\u610f\u529b\u673a\u5236\u3001\u591a\u6a21\u6001\u3001OCR\u3001\u6570\u5b66\u63a8\u7406\u3002\u4f46\u5982\u679c\u6362\u4e00\u4e2a\u89c6\u89d2\uff0c\u5b83\u4eec\u5176\u5b9e\u5728\u89e3\u51b3\u540c\u4e00\u4e2a\u95ee\u9898\u7684\u4e0d\u540c\u4fa7\u9762\uff1a<\/p>\n\n\n\n<p>\u5982\u4f55\u8ba9\u5927\u6a21\u578b\u6210\u4e3a\u4e00\u4e2a\u80fd\u5728\u590d\u6742\u73af\u5883\u4e2d\u6301\u7eed\u5b66\u4e60\u548c\u884c\u52a8\u7684\u667a\u80fd\u4f53\uff1f<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6548\u7387\u5c42\u9762\uff0cNSA\u548cOCR\u5171\u540c\u89e3\u51b3\u957f\u4e0a\u4e0b\u6587\u7684\u8ba1\u7b97\u4e0e\u5b58\u50a8\u74f6\u9888\u3002\u4e00\u4e2a\u667a\u80fd\u4f53\u9700\u8981\u8bb0\u4f4f\u957f\u671f\u5386\u53f2\u3001\u5904\u7406\u6d77\u91cf\u4fe1\u606f\uff0c\u4e0d\u80fd\u6bcf\u6b21\u63a8\u7406\u90fd\u4ece\u5934\u5f00\u59cb\u3002\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u80fd\u529b\u5c42\u9762\uff0cJanus\u63d0\u4f9b\u591a\u6a21\u6001\u611f\u77e5\uff0cMath-V2\u7684\u81ea\u6211\u9a8c\u8bc1\u63d0\u4f9b\u53ef\u9760\u63a8\u7406\u3002\u4e00\u4e2a\u667a\u80fd\u4f53\u9700\u8981\u770b\u61c2\u4e16\u754c\u3001\u505a\u51fa\u51b3\u7b56\uff0c\u800c\u4e14\u8981\u77e5\u9053\u81ea\u5df1\u7684\u51b3\u7b56\u662f\u5426\u9760\u8c31\u3002\u00a0<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u62fc\u56fe\u62fc\u5728\u4e00\u8d77\uff0c\u6307\u5411\u7684\u4e0d\u662f\u4e00\u4e2a\u66f4\u5927\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u800c\u662f\u4e00\u4e2a\u5177\u5907\u611f\u77e5\u3001\u8bb0\u5fc6\u3001\u63a8\u7406\u3001\u81ea\u6211\u8bc4\u4f30\u80fd\u529b\u7684\u7cfb\u7edf\u3002R2\u7684\u5ef6\u671f\u5df2\u7ecf\u6210\u4e3a\u516c\u5f00\u7684\u79d8\u5bc6\u3002\u5982\u679c\u53ea\u662f\u5e38\u89c4\u7684\u6027\u80fd\u4f18\u5316\uff0c\u4ee5DeepSeek\u7684\u8fed\u4ee3\u901f\u5ea6\uff0c\u4e0d\u81f3\u4e8e\u62d6\u8fd9\u4e48\u4e45\u3002\u4e00\u4e2a\u5408\u7406\u7684\u63a8\u6d4b\u662f\uff0c\u4ed6\u4eec\u5728\u5c1d\u8bd5\u4e00\u6b21\u66f4\u5f7b\u5e95\u7684\u8fed\u4ee3\u3002<\/p>\n\n\n\n<p>\u7ed3\u5408\u4ee5\u4e0a\u8fd9\u4e9b\u5267\u900f\uff0c\u4e00\u4e2a\u731c\u6d4b\u6307\u5411\u4eca\u5929\u6a21\u578b\u80fd\u529b\u4e0b\u4e00\u4e2a\u8de8\u8d8a\u8fc7\u7a0b\u91cc\u6700\u91cd\u8981\u7684\u4e00\u4e2a\u65b9\u5411\uff1a<\/p>\n\n\n\n<p>\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\u3002<\/p>\n\n\n\n<p>\u9884\u8bad\u7ec3\u8ba9\u6a21\u578b\u5b66\u4f1a\u4e00\u822c\u77e5\u8bc6\uff1bSFT\u8ba9\u6a21\u578b\u542c\u61c2\u4eba\u8bdd\uff1bR1\u7c7b\u63a8\u7406\u4f18\u5316\u8ba9\u6a21\u578b\u4f1a\u601d\u8003\uff1b\u4f46\u53ea\u6709\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\uff0c\u624d\u80fd\u8ba9\u6a21\u578b\u5177\u5907\u957f\u671f\u9002\u5e94\u80fd\u529b\u548c\u771f\u6b63\u7684\u4efb\u52a1\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<p>R1\u7684\u771f\u6b63\u7a81\u7834\u5728\u4e8e\u5c55\u793a\u4e86\u5373\u4fbf\u6ca1\u6709\u5927\u89c4\u6a21\u4eba\u5de5\u6807\u6ce8\u7684\u63a8\u7406\u94fe\u6761\uff0c\u7eaf\u5f3a\u5316\u5b66\u4e60\u4e5f\u80fd\u663e\u8457\u6fc0\u53d1\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\uff0c\u8fd9\u4e00\u70b9\u901a\u8fc7R1-Zero\u5f97\u5230\u4e86\u9a8c\u8bc1\u3002\u5b83\u8fd8\u6ca1\u6d89\u53ca\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\uff0c\u4f46\u5b83\u7684\u65b9\u6cd5\u4e8b\u5b9e\u4e0a\u63d0\u9ad8\u4e86\u201c\u53ea\u7528\u56fa\u5b9a\u4e60\u9898\u8bad\u7ec3\u51fa\u5f3a\u5927\u6a21\u578b\u201d\u7684\u6548\u7387\uff0c\u4e5f\u5c31\u4e3a\u4e4b\u540e\u5728\u66f4\u590d\u6742\u73af\u5883\u5904\u7406\u52a8\u6001\u4fe1\u606f\u7684\u5b9e\u65f6\u5f3a\u5316\u5b66\u4e60\u7559\u51fa\u66f4\u591a\u53ef\u80fd\u6027\u548c\u7a7a\u95f4\u3002<\/p>\n\n\n\n<p>\u771f\u6b63\u7684\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\u8fd8\u8981\u6c42\u667a\u80fd\u4f53\u80fd\u591f\u5b9e\u65f6\u4e0e\u73af\u5883\u4ea4\u4e92\u3001\u83b7\u53d6\u53cd\u9988\u3001\u52a8\u6001\u66f4\u65b0\u7b56\u7565\u3002\u8fd9\u91cc\u9762\u6709\u4e09\u5927\u74f6\u9888\uff1a\u591a\u8f6e\u4ea4\u4e92\u7684\u8ba1\u7b97\u6210\u672c\u3001\u4e0e\u5f00\u653e\u73af\u5883\u7684\u611f\u77e5\u4ea4\u4e92\uff0c\u4ee5\u53ca\u5b9e\u65f6reward\u4fe1\u53f7\u7684\u83b7\u53d6\u3002\u56de\u5934\u770bDeepSeek\u8fd9\u4e00\u5e74\u7684\u5e03\u5c40\uff0cNSA\u548cOCR\u653b\u514b\u6548\u7387\u74f6\u9888\uff1bJanus\u5219\u4e3a\u591a\u6a21\u6001\u73af\u5883\u4ea4\u4e92\u63d0\u4f9b\u4e86\u57fa\u7840\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u800c\u66f4\u6709\u4fe1\u53f7\u610f\u4e49\u7684\u5c31\u662f\u6700\u65b0\u7684Math 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wait and see\u3002<\/p>\n\n\n\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/www.huxiu.com\/article\/4811224.html\">https:\/\/www.huxiu.com\/article\/4811224.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>11\u670827\u65e5\uff0cDeepSeek\u4f4e\u8c03\u53d1\u5e03\u4e86DeepSeekMath-V&#46;&#46;&#46;<\/p>\n","protected":false},"author":2,"featured_media":855,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-854","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/854","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/comments?post=854"}],"version-history":[{"count":1,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/854\/revisions"}],"predecessor-version":[{"id":856,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/854\/revisions\/856"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media\/855"}],"wp:attachment":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media?parent=854"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/categories?post=854"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/tags?post=854"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}