{"id":35225,"date":"2024-12-21T02:59:50","date_gmt":"2024-12-20T18:59:50","guid":{"rendered":"https:\/\/17aitech.com\/?p=35225"},"modified":"2024-12-21T02:59:50","modified_gmt":"2024-12-20T18:59:50","slug":"%e5%9b%bd%e5%86%85%e9%a6%96%e4%b8%aa%e8%87%aa%e7%a0%94moe%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%8c%e6%8f%ad%e7%a7%98%e8%85%be%e8%ae%af%e6%b7%b7%e5%85%83%e5%a4%9a%e6%a8%a1","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35225","title":{"rendered":"\u56fd\u5185\u9996\u4e2a\u81ea\u7814MoE\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u63ed\u79d8\u817e\u8baf\u6df7\u5143\u591a\u6a21\u6001\u7406\u89e3"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-22-6\" target=\"_blank\">\u56fd\u5185\u9996\u4e2a\u81ea\u7814MoE\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u63ed\u79d8\u817e\u8baf\u6df7\u5143\u591a\u6a21\u6001\u7406\u89e3<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-f75e536a3bbbed52b63aed8541d40c2e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-f75e536a3bbbed52b63aed8541d40c2e.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\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<\/p>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section>\u4ee5 GPT \u4e3a\u4ee3\u8868\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u9884\u793a\u7740\u6570\u5b57\u8ba4\u77e5\u7a7a\u95f4\u4e2d\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u66d9\u5149\u3002\u8fd9\u4e9b\u6a21\u578b\u901a\u8fc7\u5904\u7406\u548c\u751f\u6210\u81ea\u7136\u8bed\u8a00\uff0c\u5c55\u793a\u4e86\u5f3a\u5927\u7684\u7406\u89e3\u548c\u63a8\u7406\u80fd\u529b\uff0c\u5df2\u7ecf\u5728\u591a\u4e2a\u9886\u57df\u5c55\u73b0\u51fa\u5e7f\u6cdb\u7684\u5e94\u7528\u524d\u666f\u3002\u65e0\u8bba\u662f\u5728\u5185\u5bb9\u751f\u6210\u3001\u81ea\u52a8\u5316\u5ba2\u670d\u3001\u751f\u4ea7\u529b\u5de5\u5177\u3001AI \u641c\u7d22\u3001\u8fd8\u662f\u5728\u6559\u80b2\u548c\u533b\u7597\u7b49\u9886\u57df\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u90fd\u5728\u4e0d\u65ad\u63a8\u52a8\u6280\u672f\u7684\u8fdb\u6b65\u548c\u5e94\u7528\u7684\u666e\u53ca\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u8981\u63a8\u52a8\u901a\u7528\u4eba\u5de5\u667a\u80fd\u5411\u63a2\u7d22\u7269\u7406\u4e16\u754c\u8fc8\u8fdb\uff0c\u7b2c\u4e00\u6b65\u4fbf\u662f\u89e3\u51b3\u89c6\u89c9\u7406\u89e3\u95ee\u9898\uff0c\u5373\u591a\u6a21\u6001\u7406\u89e3\u5927\u6a21\u578b\u3002\u591a\u6a21\u6001\u7406\u89e3\u8ba9\u4eba\u5de5\u667a\u80fd\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\uff0c\u901a\u8fc7\u591a\u79cd\u611f\u5b98\u83b7\u53d6\u548c\u5904\u7406\u4fe1\u606f\uff0c\u4ece\u800c\u66f4\u5168\u9762\u5730\u7406\u89e3\u548c\u4e92\u52a8\u4e16\u754c\u3002\u8fd9\u4e00\u9886\u57df\u7684\u7a81\u7834\u5c06\u4f7f\u4eba\u5de5\u667a\u80fd\u5728\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u65b9\u9762\u53d6\u5f97\u66f4\u5927\u7684\u8fdb\u5c55\uff0c\u771f\u6b63\u5b9e\u73b0\u4ece\u6570\u5b57\u4e16\u754c\u5230\u7269\u7406\u4e16\u754c\u7684\u8de8\u8d8a\u3002<\/section>\n<section><\/section>\n<section>\u53bb\u5e74 6 \u6708 GPT-4V \u53d1\u5e03\uff0c\u4f46\u76f8\u8f83\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u591a\u6a21\u6001\u7406\u89e3\u6a21\u578b\u7684\u53d1\u5c55\u663e\u5f97\u8f83\u4e3a\u7f13\u6162\uff0c\u5c24\u5176\u662f\u5728\u4e2d\u6587\u9886\u57df\u3002\u6b64\u5916\uff0c\u4e0d\u540c\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6280\u672f\u8def\u7ebf\u548c\u9009\u578b\u76f8\u5bf9\u786e\u5b9a\uff0c\u4e1a\u754c\u5bf9\u4e8e\u591a\u6a21\u6001\u6a21\u578b\u7684\u67b6\u6784\u548c\u8bad\u7ec3\u65b9\u6cd5\u7684\u9009\u578b\u8fd8\u6ca1\u6709\u5b8c\u5168\u5f62\u6210\u5171\u8bc6\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2a5bbbb71335cb1ef704a37432d2f3ab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2a5bbbb71335cb1ef704a37432d2f3ab.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u5927\u6a21\u578b\u4ece\u8ba4\u77e5\u7a7a\u95f4\u8d70\u5411\u7269\u7406\u4e16\u754c\u7684\u53d1\u5c55\u8def\u5f84<\/sup><\/em><\/section>\n<section><em><br \/><\/em><\/section>\n<section>\u8fd1\u671f\uff0c\u817e\u8baf\u6df7\u5143\u63a8\u51fa\u4e86\u57fa\u4e8e MoE \u67b6\u6784\u7684\u591a\u6a21\u6001\u7406\u89e3\u5927\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5728\u67b6\u6784\u3001\u8bad\u7ec3\u65b9\u6cd5\u548c\u6570\u636e\u5904\u7406\u65b9\u9762\u8fdb\u884c\u4e86\u521b\u65b0\u548c\u6df1\u5ea6\u4f18\u5316\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5176\u6027\u80fd\uff0c\u5e76\u80fd\u652f\u6301\u4efb\u610f\u957f\u5bbd\u6bd4\u53ca\u6700\u9ad8 7K \u5206\u8fa8\u7387\u56fe\u7247\u7684\u7406\u89e3\u3002\u4e0e\u5927\u90e8\u5206\u591a\u6a21\u6001\u6a21\u578b\u4e3b\u8981\u5728\u5f00\u6e90\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fdb\u884c\u8c03\u4f18\u4e0d\u540c\uff0c\u817e\u8baf\u6df7\u5143\u591a\u6a21\u6001\u6a21\u578b\u66f4\u52a0\u6ce8\u91cd\u6a21\u578b\u7684\u901a\u7528\u6027\u3001\u5b9e\u7528\u6027\u548c\u53ef\u9760\u6027\uff0c\u5177\u5907\u4e30\u5bcc\u7684\u591a\u6a21\u6001\u573a\u666f\u7406\u89e3\u80fd\u529b\u3002\u5728\u8fd1\u671f\u53d1\u5e03\u7684\u4e2d\u6587\u591a\u6a21\u6001\u5927\u6a21\u578b SuperCLUE-V \u57fa\u51c6\u8bc4\u6d4b\u4e2d\uff082024 \u5e74 8 \u6708\uff09\uff0c\u817e\u8baf\u6df7\u5143\u65a9\u83b7\u56fd\u5185\u6392\u540d\u7b2c\u4e00\uff0c\u8d85\u8d8a\u4e86\u591a\u4e2a\u4e3b\u6d41\u95ed\u6e90\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5\u4ecb\u7ecd\uff1aMoE \u67b6\u6784<\/strong><\/section>\n<section><\/section>\n<section>\u817e\u8baf\u6df7\u5143\u8bed\u8a00\u5927\u6a21\u578b\uff0c\u5728\u56fd\u5185\u7387\u5148\u91c7\u7528\u6df7\u5408\u4e13\u5bb6\u6a21\u578b (MoE) \u67b6\u6784\uff0c\u6a21\u578b\u603b\u4f53\u6027\u80fd\u76f8\u6bd4\u4e0a\u4e00\u4ee3\u63d0\u5347 50%\uff0c\u90e8\u5206\u4e2d\u6587\u80fd\u529b\u5df2\u8ffd\u5e73 GPT-4o\uff0c\u5728 \u201c\u65f6\u65b0\u201d \u95ee\u9898\u7684\u56de\u7b54\u8868\u73b0\u4e0a\uff0c\u6570\u5b66\u3001\u63a8\u7406\u7b49\u80fd\u529b\u4e0a\u5747\u6709\u8f83\u5927\u63d0\u5347\u3002\u65e9\u5728\u4eca\u5e74\u5e74\u521d\uff0c\u817e\u8baf\u6df7\u5143\u5c31\u5c06\u8be5\u6a21\u578b\u5e94\u7528\u4e8e\u817e\u8baf\u5143\u5b9d\u3002<\/section>\n<section><\/section>\n<section>\u817e\u8baf\u6df7\u5143\u8ba4\u4e3a\uff0c\u80fd\u591f\u89e3\u51b3\u6d77\u91cf\u901a\u7528\u4efb\u52a1\u7684 MoE \u67b6\u6784\uff0c\u4e5f\u662f\u591a\u6a21\u6001\u7406\u89e3\u573a\u666f\u7684\u6700\u4f73\u9009\u62e9\u3002MoE \u80fd\u591f\u66f4\u597d\u5730\u517c\u5bb9\u66f4\u591a\u6a21\u6001\u548c\u4efb\u52a1\uff0c\u786e\u4fdd\u4e0d\u540c\u6a21\u6001\u548c\u4efb\u52a1\u4e4b\u95f4\u662f\u4e92\u76f8\u4fc3\u8fdb\u800c\u975e\u7ade\u4e89\u7684\u5173\u7cfb\u3002<\/section>\n<section><\/section>\n<section>\u4f9d\u6258\u817e\u8baf\u6df7\u5143\u8bed\u8a00\u5927\u6a21\u578b\u7684\u80fd\u529b\uff0c\u817e\u8baf\u6df7\u5143\u63a8\u51fa\u4e86\u57fa\u4e8eMoE\u67b6\u6784\u7684\u591a\u6a21\u6001\u7406\u89e3\u5927\u6a21\u578b\uff0c\u5728\u67b6\u6784\u3001\u8bad\u7ec3\u65b9\u6cd5\u548c\u6570\u636e\u5904\u7406\u65b9\u9762\u8fdb\u884c\u4e86\u521b\u65b0\u548c\u6df1\u5ea6\u4f18\u5316\uff0c\u6027\u80fd\u5f97\u5230\u663e\u8457\u63d0\u5347\u3002\u8fd9\u4e5f\u662f\u56fd\u5185\u9996\u4e2a\u57fa\u4e8eMoE\u67b6\u6784\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0acf2943b543d32d61344f75b6cb20c8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0acf2943b543d32d61344f75b6cb20c8.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u817e\u8baf\u6df7\u5143\u591a\u6a21\u6001\u6a21\u578b\u67b6\u6784\u793a\u610f\u56fe<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u7b80\u5355\u53ef\u89c4\u6a21\u5316<\/strong><\/section>\n<section><\/section>\n<section>\u9664\u4e86\u91c7\u7528 MoE \u67b6\u6784\u5916\uff0c\u817e\u8baf\u6df7\u5143\u591a\u6a21\u6001\u6a21\u578b\u7684\u8bbe\u8ba1\u8fd8\u9075\u5faa\u7b80\u5355\u3001\u5408\u7406\u3001\u53ef\u89c4\u6a21\u5316\u7684\u539f\u5219\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u652f\u6301\u539f\u751f\u4efb\u610f\u5206\u8fa8\u7387\uff1a\u4e0e\u4e1a\u754c\u4e3b\u6d41\u7684\u56fa\u5b9a\u5206\u8fa8\u7387\u6216\u5207\u5b50\u56fe\u65b9\u6cd5\u76f8\u6bd4\uff0c\u817e\u8baf\u6df7\u5143\u591a\u6a21\u6001\u6a21\u578b\u80fd\u591f\u5904\u7406\u539f\u751f\u4efb\u610f\u5206\u8fa8\u7387\u7684\u56fe\u7247\uff0c\u5b9e\u73b0\u4e86\u9996\u4e2a\u652f\u6301\u8d85\u8fc7 7K \u5206\u8fa8\u7387\u548c\u4efb\u610f\u957f\u5bbd\u6bd4\uff08\u4f8b\u5982 16:1\uff0c\u89c1\u4e0b\u6587\u4f8b\u5b50\uff09\u56fe\u7247\u7406\u89e3\u7684\u591a\u6a21\u6001\u6a21\u578b\u3002<\/section>\n<\/li>\n<li>\n<section>\u91c7\u7528\u7b80\u5355\u7684 MLP \u9002\u914d\u5668\uff1a\u76f8\u8f83\u4e8e\u6b64\u524d\u4e3b\u6d41\u7684 Q-former 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