{"id":34635,"date":"2024-12-10T09:56:57","date_gmt":"2024-12-10T01:56:57","guid":{"rendered":"https:\/\/17aitech.com\/?p=34635"},"modified":"2024-12-10T09:56:57","modified_gmt":"2024-12-10T01:56:57","slug":"llamamistralyi-%e5%85%8d%e8%ae%ad%e7%bb%83%e5%bc%82%e6%9e%84%e5%a4%a7%e6%a8%a1%e5%9e%8b%e9%9b%86%e6%88%90%e5%ad%a6%e4%b9%a0%e6%a1%86%e6%9e%b6deepen%e6%9d%a5%e4%ba%86","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34635","title":{"rendered":"LLama+Mistral+\u2026+Yi=? \u514d\u8bad\u7ec3\u5f02\u6784\u5927\u6a21\u578b\u96c6\u6210\u5b66\u4e60\u6846\u67b6DeePEn\u6765\u4e86"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-19\" target=\"_blank\">LLama+Mistral+\u2026+Yi=? \u514d\u8bad\u7ec3\u5f02\u6784\u5927\u6a21\u578b\u96c6\u6210\u5b66\u4e60\u6846\u67b6DeePEn\u6765\u4e86<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8ce1c8cff9ce69d1d033af7f7212e8b0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8ce1c8cff9ce69d1d033af7f7212e8b0.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section><strong>\u672c\u6587\u7684\u4e3b\u8981\u4f5c\u8005\u4e3a\u9ec4\u6bc5\u7fc0\u3002<strong>\u9ec4\u6bc5\u7fc0<\/strong>\u662f\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\u793e\u4f1a\u8ba1\u7b97\u4e0e<mark data-type=\"tech_tasks\" data-id=\"197e8428-4002-4317-a18f-993da43b426f\">\u4fe1\u606f\u68c0\u7d22<\/mark>\u7814\u7a76\u4e2d\u5fc3\u535a\u58eb\u751f\uff0c\u9e4f\u57ce\u5b9e\u9a8c\u5ba4\u5b9e\u4e60\u751f\uff0c\u5e08\u4ece\u79e6\u5175\u6559\u6388\u548c\u51af\u9a81\u9a8b\u6559\u6388\u3002\u7814\u7a76\u65b9\u5411\u5305\u62ec\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark><mark data-type=\"tech_methods\" data-id=\"29722de0-8501-4b01-9b73-189141b9eefd\">\u96c6\u6210\u5b66\u4e60<\/mark>\u3001\u591a\u8bed\u8a00\u5927\u6a21\u578b\uff0c\u76f8\u5173\u8bba\u6587\u53d1\u8868\u4e8e<mark data-type=\"tech_tasks\" data-id=\"c8ff5114-6cbb-49ca-8a89-3ee2826be0b4\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/mark>\u9876\u7ea7\u4f1a\u8bae ACL\u3001EMNLP\u3001COLING\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u968f\u7740\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u5c55\u73b0\u51fa\u60ca\u4eba\u7684\u8bed\u8a00\u667a\u80fd\uff0c\u5404\u5927 AI \u516c\u53f8\u7eb7\u7eb7\u63a8\u51fa\u81ea\u5df1\u7684\u5927\u6a21\u578b\u3002\u8fd9\u4e9b\u5927\u6a21\u578b\u901a\u5e38\u5728\u4e0d\u540c\u9886\u57df\u548c\u4efb\u52a1\u4e0a\u5404\u6709\u6240\u957f\uff0c\u5982\u4f55\u5c06\u5b83\u4eec\u96c6\u6210\u8d77\u6765\u4ee5\u6316\u6398\u5176\u4e92\u8865\u6f5c\u529b\uff0c\u6210\u4e3a\u4e86 AI \u7814\u7a76\u7684\u524d\u6cbf\u8bfe\u9898\u3002<\/section>\n<section><\/section>\n<section>\u8fd1\u671f\uff0c\u54c8\u5de5\u5927\u548c\u9e4f\u57ce\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u300cTraining-free \u7684\u5f02\u6784\u5927\u6a21\u578b<mark data-type=\"tech_methods\" data-id=\"29722de0-8501-4b01-9b73-189141b9eefd\">\u96c6\u6210\u5b66\u4e60<\/mark>\u6846\u67b6\u300dDeePEn\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u540c\u4e8e\u4ee5\u5f80\u65b9\u6cd5\u8bad\u7ec3\u5916\u90e8\u6a21\u5757\u6765\u7b5b\u9009\u3001\u878d\u5408\u591a\u4e2a\u6a21\u578b\u751f\u6210\u7684\u56de\u590d\uff0cDeePEn \u5728\u89e3\u7801\u8fc7\u7a0b\u4e2d\u878d\u5408\u591a\u4e2a\u6a21\u578b\u8f93\u51fa\u7684<mark data-type=\"concepts\" data-id=\"390f4777-ec4d-4d4e-890b-fcb64dcb764c\">\u6982\u7387\u5206\u5e03<\/mark>\uff0c\u8054\u5408\u51b3\u5b9a\u6bcf\u4e00\u6b65\u7684\u8f93\u51fa token\u3002\u76f8\u8f83\u800c\u8a00\uff0c\u8be5\u65b9\u6cd5\u4e0d\u4ec5\u80fd\u5feb\u901f\u5e94\u7528\u4e8e\u4efb\u4f55\u6a21\u578b\u7ec4\u5408\uff0c\u8fd8\u5141\u8bb8\u88ab\u96c6\u6210\u6a21\u578b\u8bbf\u95ee\u5f7c\u6b64\u7684\u5185\u90e8\u8868\u793a\uff08<mark data-type=\"concepts\" data-id=\"390f4777-ec4d-4d4e-890b-fcb64dcb764c\">\u6982\u7387\u5206\u5e03<\/mark>\uff09\uff0c\u5b9e\u73b0\u66f4\u6df1\u5c42\u6b21\u7684\u6a21\u578b\u534f\u4f5c\u3002<\/section>\n<section><\/section>\n<section>\u7ed3\u679c\u8868\u660e\uff0c DeePEn \u5728\u591a\u4e2a\u516c\u5f00\u6570\u636e\u96c6\u4e0a\u5747\u80fd\u53d6\u5f97\u663e\u8457\u63d0\u5347\uff0c\u6709\u6548\u6269\u5c55\u5927\u6a21\u578b\u6027\u80fd\u8fb9\u754c\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-810bfc07857bcdba4e8c2f7d05acf10a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-810bfc07857bcdba4e8c2f7d05acf10a.png\"><\/a><\/p>\n<section>\u76ee\u524d\u8bba\u6587\u53ca\u4ee3\u7801\u5747\u5df2\u516c\u5f00\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8e1c15dd61176d83babca796af95437b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8e1c15dd61176d83babca796af95437b.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aEnsemble Learning for Heterogeneous LargeLanguage Models with Deep Parallel Collaboration<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2404.12715<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u5730\u5740\uff1ahttps:\/\/github.com\/OrangeInSouth\/DeePEn<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u65b9\u6cd5\u4ecb\u7ecd<\/strong><\/section>\n<section><\/section>\n<section>\u5f02\u6784\u5927\u6a21\u578b\u96c6\u6210\u7684\u6838\u5fc3\u96be\u70b9\u5728\u4e8e\u5982\u4f55\u89e3\u51b3\u6a21\u578b\u95f4\u7684\u8bcd\u8868\u5dee\u5f02\u95ee\u9898\u3002\u4e3a\u6b64\uff0cDeePEn \u57fa\u4e8e\u76f8\u5bf9\u8868\u793a\u7406\u8bba\uff0c\u6784\u5efa\u7531\u591a\u4e2a\u6a21\u578b\u8bcd\u8868\u4e4b\u95f4\u7684\u5171\u4eab 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data-type=\"concepts\" data-id=\"390f4777-ec4d-4d4e-890b-fcb64dcb764c\">\u6982\u7387\u5206\u5e03<\/mark><mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5230\u7edf\u4e00\u7684\u76f8\u5bf9\u7a7a\u95f4\u4e2d\u3002\u5728\u6bcf\u4e2a\u89e3\u7801\u6b65\u9aa4\u4e2d\uff0c\u6240\u6709\u6a21\u578b\u8fdb\u884c\u524d\u5411\u8ba1\u7b97\u5e76\u8f93\u51fa N \u4e2a<mark data-type=\"concepts\" data-id=\"390f4777-ec4d-4d4e-890b-fcb64dcb764c\">\u6982\u7387\u5206\u5e03<\/mark>\u3002\u8fd9\u4e9b\u5206\u5e03\u88ab<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5230\u76f8\u5bf9\u7a7a\u95f4\u5e76\u8fdb\u884c\u805a\u5408\u3002\u6700\u540e\uff0c\u805a\u5408\u7ed3\u679c\u88ab\u8f6c\u6362\u56de\u67d0\u4e2a\u6a21\u578b\uff08\u4e3b\u6a21\u578b\uff09\u7684\u7edd\u5bf9\u7a7a\u95f4\uff0c\u4ee5\u786e\u5b9a\u4e0b\u4e00\u4e2a token\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-2d38c209559052d1fba599324509acb4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-2d38c209559052d1fba599324509acb4.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 1\uff1a\u65b9\u6cd5\u793a\u610f\u56fe\u3002\u5176\u4e2d\uff0c\u76f8\u5bf9\u8868\u793a\u8f6c\u6362\u77e9\u9635\u662f\u901a\u8fc7\u8ba1\u7b97\u8bcd\u8868\u4e2d\u6bcf\u4e2a token \u4e0e\u6a21\u578b\u95f4\u5171\u4eab\u7684\u951a\u70b9 token \u4e4b\u95f4\u7684<mark data-type=\"tech_tasks\" data-id=\"2feeb7b3-2bea-4238-9c79-0d235ffc71cc\">\u8bcd\u5d4c\u5165<\/mark>\u76f8\u4f3c\u5ea6\u5f97\u5230\u7684\u3002<\/sup><\/em><\/section>\n<section><em><br \/><\/em><\/section>\n<section><strong>\u6784\u5efa\u76f8\u5bf9\u8868\u793a\u8f6c\u6362<\/strong><\/section>\n<section><strong><br 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-77311cccb2d5448bfc610bfed8f37598.png\"><\/a>\uff0cDeePEn \u8ba1\u7b97\u8bcd\u8868\u4e2d\u6bcf\u4e2a token \u4e0e\u951a\u70b9 token \u7684\u5d4c\u5165\u76f8\u4f3c\u5ea6\uff0c\u5f97\u5230\u76f8\u5bf9\u8868\u793a\u77e9\u9635<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ed2545837602804c34a0fda239c5a4af.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ed2545837602804c34a0fda239c5a4af.png\"><\/a>\u3002\u6700\u540e\uff0c\u4e3a\u4e86\u514b\u670d\u79bb\u7fa4\u8bcd\u7684\u76f8\u5bf9\u8868\u793a\u9000\u5316\u95ee\u9898\uff0c\u8bba\u6587\u4f5c\u8005\u5bf9\u76f8\u5bf9\u8868\u793a\u77e9\u9635\u8fdb\u884c\u884c\u5f52\u4e00\u5316\uff0c\u901a\u8fc7\u5bf9\u77e9\u9635\u7684\u6bcf\u4e00\u884c\u8fdb\u884c softmax \u64cd\u4f5c\uff0c\u5f97\u5230\u5f52\u4e00\u5316\u76f8\u5bf9\u8868\u793a\u77e9\u9635<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fc2a082e6f7da1e4af020dc08d96e920.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fc2a082e6f7da1e4af020dc08d96e920.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section><strong>\u76f8\u5bf9\u8868\u793a\u878d\u5408<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u6bcf\u4e2a\u89e3\u7801\u6b65\u9aa4\u4e2d\uff0c\u4e00\u65e6\u6a21\u578b<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-f5911382b90499a4bd62c4e18ad9481f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-f5911382b90499a4bd62c4e18ad9481f.png\"><\/a>\u8f93\u51fa<mark data-type=\"concepts\" data-id=\"390f4777-ec4d-4d4e-890b-fcb64dcb764c\">\u6982\u7387\u5206\u5e03<\/mark><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4208776516b00bde0055dbf9039fb364.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4208776516b00bde0055dbf9039fb364.png\"><\/a>\uff0cDeePEn \u4f7f\u7528\u5f52\u4e00\u5316\u76f8\u5bf9\u8868\u793a\u77e9\u9635\u5c06<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-a9928624ac02ceb6311f77bbdebec8ed.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-a9928624ac02ceb6311f77bbdebec8ed.png\"><\/a>\u8f6c\u6362\u4e3a\u76f8\u5bf9\u8868\u793a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-bcc59f155f2dc10afccd397aea2b0d1b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-bcc59f155f2dc10afccd397aea2b0d1b.png\"><\/a>\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-613bc7bf541acd0539d4d31bad97baf4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-613bc7bf541acd0539d4d31bad97baf4.png\"><\/a><\/p>\n<section>\u5e76\u5c06\u6240\u6709\u76f8\u5bf9\u8868\u793a\u8fdb\u884c\u52a0\u6743\u5e73\u5747\u4ee5\u83b7\u5f97\u805a\u5408\u7684\u76f8\u5bf9\u8868\u793a\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-15a8c41577e21dd5433c1612c55aa33a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-15a8c41577e21dd5433c1612c55aa33a.png\"><\/a>\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-84a42e6285c99b5fea6ccf805a5287c9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-84a42e6285c99b5fea6ccf805a5287c9.png\"><\/a>\u662f\u6a21\u578b<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-5b56607b15b156852bcacef0b7936c15.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-5b56607b15b156852bcacef0b7936c15.png\"><\/a>\u7684\u534f\u4f5c<mark data-type=\"concepts\" data-id=\"149a12cf-10c2-4555-9899-cc6dee319ef5\">\u6743\u91cd<\/mark>\u3002\u4f5c\u8005\u5c1d\u8bd5\u4e86\u4e24\u79cd\u786e\u5b9a\u534f\u4f5c<mark data-type=\"concepts\" data-id=\"149a12cf-10c2-4555-9899-cc6dee319ef5\">\u6743\u91cd<\/mark>\u503c\u7684\u65b9\u6cd5\uff1a(1) DeePEn-Avg\uff0c\u5bf9\u6240\u6709\u6a21\u578b\u4f7f\u7528\u76f8\u540c\u7684<mark data-type=\"concepts\" data-id=\"149a12cf-10c2-4555-9899-cc6dee319ef5\">\u6743\u91cd<\/mark>\uff1b(2) DeePEn-Adapt\uff0c\u6839\u636e\u5404\u4e2a\u6a21\u578b\u7684<mark data-type=\"concepts\" data-id=\"698eae06-517e-4332-ba61-2de17c83ffb6\">\u9a8c\u8bc1\u96c6<\/mark>\u6027\u80fd\u6210\u6bd4\u4f8b\u5730\u4e3a\u6bcf\u4e2a\u6a21\u578b\u8bbe\u7f6e<mark data-type=\"concepts\" data-id=\"149a12cf-10c2-4555-9899-cc6dee319ef5\">\u6743\u91cd<\/mark>\u3002<\/p>\n<section><strong>\u76f8\u5bf9\u8868\u793a\u9006<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark><\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u6839\u636e\u805a\u5408\u7684\u76f8\u5bf9\u8868\u793a\u51b3\u5b9a\u4e0b\u4e00\u4e2a token\uff0cDeePEn \u5c06\u5176\u4ece\u76f8\u5bf9\u7a7a\u95f4\u8f6c\u6362\u56de\u4e3b\u6a21\u578b\uff08\u5f00\u53d1\u96c6\u4e0a\u6027\u80fd\u6700\u597d\u7684\u6a21\u578b\uff09\u7684\u7edd\u5bf9\u7a7a\u95f4\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u79cd\u9006\u8f6c\u6362\uff0cDeePEn \u91c7\u7528\u4e86\u57fa\u4e8e\u641c\u7d22\u7684\u7b56\u7565\uff0c\u627e\u51fa\u76f8\u5bf9\u8868\u793a\u4e0e\u805a\u5408\u540e\u7684\u76f8\u5bf9\u8868\u793a\u76f8\u540c\u7684\u7edd\u5bf9\u8868\u793a\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-528fa4db94c9840cb1d3e9afce0c6601.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-528fa4db94c9840cb1d3e9afce0c6601.png\"><\/a><\/p>\n<section>\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4775b030e39f0c708671a498e1af88a5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4775b030e39f0c708671a498e1af88a5.png\"><\/a>\u8868\u793a\u6a21\u578b<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-35b779b0ce8d6c9d95e0c221a9432fde.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-35b779b0ce8d6c9d95e0c221a9432fde.png\"><\/a>\u7684\u7edd\u5bf9\u7a7a\u95f4\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-77165347f9641a727d6e732426412649.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-77165347f9641a727d6e732426412649.png\"><\/a>\u662f\u8861\u91cf\u76f8\u5bf9\u8868\u793a\u4e4b\u95f4\u8ddd\u79bb\u7684<mark data-type=\"concepts\" data-id=\"4c38563a-2d9b-439e-bfb4-21d209eeff3e\">\u635f\u5931\u51fd\u6570<\/mark>\uff08KL \u6563\u5ea6\uff09\u3002<\/section>\n<section><\/section>\n<section>DeePEn \u5229\u7528<mark data-type=\"concepts\" data-id=\"4c38563a-2d9b-439e-bfb4-21d209eeff3e\">\u635f\u5931\u51fd\u6570<\/mark><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-dc25ebaa129f27a8a2238b4a18a4312f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-dc25ebaa129f27a8a2238b4a18a4312f.png\"><\/a>\u76f8\u5bf9\u4e8e\u7edd\u5bf9\u8868\u793a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fdaf99ddc5511b1d465febf81cd035b4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fdaf99ddc5511b1d465febf81cd035b4.png\"><\/a>\u7684\u68af\u5ea6\u6765\u6307\u5bfc\u641c\u7d22\u8fc7\u7a0b\uff0c\u5e76\u8fed\u4ee3\u5730\u8fdb\u884c\u641c\u7d22\u3002\u5177\u4f53\u6765\u8bf4\uff0cDeePEn \u5c06\u641c\u7d22\u7684\u8d77\u59cb\u70b9<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-f2abe41b8d7e2b0962de20b70c4c6c34.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-f2abe41b8d7e2b0962de20b70c4c6c34.png\"><\/a>\u521d\u59cb\u5316\u4e3a\u4e3b\u6a21\u578b\u7684\u539f\u59cb\u7edd\u5bf9\u8868\u793a\uff0c\u5e76\u8fdb\u884c\u66f4\u65b0\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-1cf9d0dfacf50dce06534df2b738f4d9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-1cf9d0dfacf50dce06534df2b738f4d9.png\"><\/a><\/p>\n<section>\u5176\u4e2d \u03b7 \u662f\u79f0\u4e3a\u76f8\u5bf9<mark data-type=\"tech_methods\" data-id=\"29722de0-8501-4b01-9b73-189141b9eefd\">\u96c6\u6210\u5b66\u4e60<\/mark>\u7387\u7684\u8d85<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\uff0cT \u662f\u641c\u7d22\u8fed\u4ee3\u6b65\u6570\u3002<\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u4f7f\u7528\u66f4\u65b0\u540e\u7684\u7edd\u5bf9\u8868\u793a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d1c1ed7472c9b3bf225166abf04ae3e9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d1c1ed7472c9b3bf225166abf04ae3e9.png\"><\/a>\u6765\u786e\u5b9a\u4e0b\u4e00\u6b65\u8f93\u51fa\u7684 token\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-1fd07b26c90b589d91fa1c8c53b8040d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-1fd07b26c90b589d91fa1c8c53b8040d.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 1\uff1a\u4e3b\u5b9e\u9a8c\u7ed3\u679c\u3002\u7b2c\u4e00\u90e8\u5206\u4e3a\u5355\u6a21\u578b\u7684\u6027\u80fd\uff0c\u7b2c\u4e8c\u90e8\u5206\u4e3a\u5206\u522b\u5bf9\u6bcf\u4e2a\u6570\u636e\u96c6\u4e0a\u7684 top-2 \u6a21\u578b\u8fdb\u884c<mark data-type=\"tech_methods\" data-id=\"29722de0-8501-4b01-9b73-189141b9eefd\">\u96c6\u6210\u5b66\u4e60<\/mark>\uff0c\u7b2c\u4e09\u90e8\u5206\u4e3a top-4 \u6a21\u578b\u96c6\u6210\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u901a\u8fc7\u5b9e\u9a8c\uff0c\u8bba\u6587\u4f5c\u8005\u5f97\u51fa\u4e86\u4ee5\u4e0b\u7ed3\u8bba\uff1a<\/section>\n<section><em><br \/><\/em><\/section>\n<section>(1)\u00a0<strong>\u5927\u6a21\u578b\u5728\u4e0d\u540c\u4efb\u52a1\u4e0a\u5404\u6709\u6240\u957f<\/strong>\u3002\u5982\u8868 1 \u6240\u793a\uff0c\u4e0d\u540c\u5927\u6a21\u578b\u5728\u4e0d\u540c\u6570\u636e\u96c6\u4e0a\u7684\u8868\u73b0\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002\u4f8b\u5982 LLaMA2-13B \u5728\u77e5\u8bc6\u95ee\u7b54 TriviaQA \u548c NQ \u6570\u636e\u96c6\u4e0a\u53d6\u5f97\u4e86\u6700\u9ad8\u7684\u7ed3\u679c\uff0c\u4f46\u662f\u5176\u4ed6\u56db\u4e2a\u4efb\u52a1\u4e0a\u7684\u6392\u540d\u5e76\u672a\u8fdb\u5165\u524d\u56db\u3002<\/section>\n<section><\/section>\n<section>(2) <strong>\u5206\u5e03\u878d\u5408\u5728\u5404\u4e2a\u6570\u636e\u96c6\u4e0a\u53d6\u5f97\u4e86\u4e00\u81f4\u6027\u7684\u63d0\u5347<\/strong>\u3002\u5982\u8868 1 \u6240\u793a\uff0cDeePEn-Avg \u548c DeePEn-Adapt \u5728\u6240\u6709\u6570\u636e\u96c6\u4e0a\u5747\u53d6\u5f97\u4e86\u6027\u80fd\u63d0\u5347\u3002\u5728 GSM8K \u4e0a\uff0c\u901a\u8fc7\u4e0e\u6295\u7968\u6cd5\u7ec4\u5408\u4f7f\u7528\uff0c\u6700\u7ec8\u53d6\u5f97\u4e86 + 11.35 \u7684\u6027\u80fd\u63d0\u5347\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-da0da0926c7cd54636c3510376148193.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-da0da0926c7cd54636c3510376148193.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 2\uff1a\u4e0d\u540c\u6a21\u578b\u6570\u91cf\u4e0b\u7684<mark data-type=\"tech_methods\" data-id=\"29722de0-8501-4b01-9b73-189141b9eefd\">\u96c6\u6210\u5b66\u4e60<\/mark>\u6027\u80fd\u3002<\/sup><\/em><\/section>\n<section><em><br \/><\/em><\/section>\n<section>(3) <strong>\u968f\u7740\u96c6\u6210\u6a21\u578b\u6570\u91cf\u7684\u589e\u52a0\uff0c\u96c6\u6210\u6027\u80fd\u5148\u589e\u540e\u51cf<\/strong>\u3002\u4f5c\u8005\u5728\u6839\u636e\u6a21\u578b\u6027\u80fd\u7531\u9ad8\u5230\u4f4e\uff0c\u4f9d\u6b21\u5c06\u6a21\u578b\u52a0\u5165\u96c6\u6210\uff0c\u7136\u540e\u89c2\u5bdf\u6027\u80fd\u53d8\u5316\u3002\u5982\u8868 2 \u6240\u793a\uff0c\u4e0d\u65ad\u5f15\u5165\u6027\u80fd\u8f83\u5dee\u7684\u6a21\u578b\uff0c\u96c6\u6210\u6027\u80fd\u5148\u589e\u540e\u51cf\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-de5aaf298b9dc2915de3ff52647c4b32.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-de5aaf298b9dc2915de3ff52647c4b32.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u8868 3\uff1a\u5728\u591a\u8bed\u8a00<mark data-type=\"tech_tasks\" data-id=\"7237ee05-f07e-4fd9-a9ac-96e5bc1f50e9\">\u673a\u5668\u7ffb\u8bd1<\/mark>\u6570\u636e\u96c6 Flores \u4e0a\uff0c\u5927\u6a21\u578b\u4e0e\u7ffb\u8bd1\u4e13\u5bb6\u6a21\u578b\u4e4b\u95f4\u7684<mark data-type=\"tech_methods\" data-id=\"29722de0-8501-4b01-9b73-189141b9eefd\">\u96c6\u6210\u5b66\u4e60<\/mark>\u3002<\/sup><\/em><\/section>\n<section><em><br \/><\/em><\/section>\n<section>(4)\u00a0<strong>\u96c6\u6210\u5927\u6a21\u578b\u4e0e\u4e13\u5bb6\u6a21\u578b\u6709\u6548\u63d0\u5347\u7279\u5b9a\u4efb\u52a1\u6027\u80fd<\/strong>\u3002\u4f5c\u8005\u8fd8\u5728<mark data-type=\"tech_tasks\" data-id=\"7237ee05-f07e-4fd9-a9ac-96e5bc1f50e9\">\u673a\u5668\u7ffb\u8bd1<\/mark>\u4efb\u52a1\u4e0a\u5bf9\u5927\u6a21\u578b LLaMA2-13B \u548c\u591a\u8bed\u8a00\u7ffb\u8bd1\u6a21\u578b NLLB \u8fdb\u884c\u96c6\u6210\u3002\u5982\u8868 3 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