{"id":37534,"date":"2025-01-30T13:00:59","date_gmt":"2025-01-30T05:00:59","guid":{"rendered":"https:\/\/17aitech.com\/?p=37534"},"modified":"2025-01-30T13:00:59","modified_gmt":"2025-01-30T05:00:59","slug":"%e7%90%86%e8%a7%a3%e7%94%9f%e6%88%90%e5%8d%8f%e5%90%8c%e4%bf%83%e8%bf%9b%ef%bc%9f%e5%8d%8e%e4%b8%ba%e8%af%ba%e4%ba%9a%e6%8f%90%e5%87%baillume%ef%bc%8c15m%e6%95%b0%e6%8d%ae%e5%ae%9e%e7%8e%b0%e5%a4%9a","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37534","title":{"rendered":"\u7406\u89e3\u751f\u6210\u534f\u540c\u4fc3\u8fdb\uff1f\u534e\u4e3a\u8bfa\u4e9a\u63d0\u51faILLUME\uff0c15M\u6570\u636e\u5b9e\u73b0\u591a\u6a21\u6001\u7406\u89e3\u751f\u6210\u4e00\u4f53\u5316"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-31-4\" target=\"_blank\">\u7406\u89e3\u751f\u6210\u534f\u540c\u4fc3\u8fdb\uff1f\u534e\u4e3a\u8bfa\u4e9a\u63d0\u51faILLUME\uff0c15M\u6570\u636e\u5b9e\u73b0\u591a\u6a21\u6001\u7406\u89e3\u751f\u6210\u4e00\u4f53\u5316<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-705c6fae56ce3a838ee1f613fef740da.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-705c6fae56ce3a838ee1f613fef740da.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\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<\/section>\n<\/section>\n<\/blockquote>\n<p>\u591a\u6a21\u6001\u7406\u89e3\u4e0e\u751f\u6210\u4e00\u4f53\u5316\u6a21\u578b\uff0c\u81f4\u529b\u4e8e\u5c06\u89c6\u89c9\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\u878d\u5165\u540c\u4e00\u6846\u67b6\uff0c\u4e0d\u4ec5\u63a8\u52a8\u4e86\u4efb\u52a1\u534f\u540c\u4e0e\u6cdb\u5316\u80fd\u529b\u7684\u7a81\u7834\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u4ee3\u8868\u7740\u5bf9\u7c7b\u4eba\u667a\u80fd\uff08AGI\uff09\u7684\u4e00\u79cd\u6df1\u5c42\u63a2\u7d22\u3002\u901a\u8fc7\u5728\u5355\u4e00\u6a21\u578b\u4e2d\u7edf\u4e00\u7406\u89e3\u4e0e\u751f\u6210\uff0c\u6a21\u578b\u80fd\u591f\u4ece\u8bed\u4e49\u5c42\u9762\u771f\u6b63 \u201c\u6d1e\u5bdf\u201d \u89c6\u89c9\u3001\u6587\u672c\u4e0e\u4e16\u754c\u672c\u8d28\u4e4b\u95f4\u7684\u6df1\u5c42\u8054\u7cfb\uff0c\u4ece\u800c\u5728\u590d\u6742\u573a\u666f\u4e2d\u5b9e\u73b0\u66f4\u52a0\u667a\u80fd\u3001\u7075\u6d3b\u7684\u4ea4\u4e92\u4e0e\u4efb\u52a1\u6267\u884c\u3002<\/p>\n<p>\u8fd1\u671f\uff0c\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u63d0\u51fa\u4e86\u7edf\u4e00\u591a\u6a21\u6001\u5927\u6a21\u578b \u2014\u2014ILLUME\u3002\u8fd9\u4e00\u6a21\u578b\u4ee5 LLM \u4e3a\u6838\u5fc3\uff0c\u91c7\u7528 \u201c\u8fde\u7eed\u56fe\u50cf\u8f93\u5165 + \u79bb\u6563\u56fe\u50cf\u8f93\u51fa\u201d \u7684\u67b6\u6784\uff0c\u5de7\u5999\u878d\u5408\u4e86\u591a\u6a21\u6001\u7406\u89e3\u4e0e\u751f\u6210\u7684\u53cc\u91cd\u80fd\u529b\uff0c\u5e76\u6df1\u5ea6\u6316\u6398\u4e86\u7edf\u4e00\u6846\u67b6\u4e0b\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\u534f\u540c\u589e\u5f3a\u7684\u6f5c\u529b\uff0c\u5c55\u793a\u4e86\u5bf9\u591a\u6a21\u6001\u4efb\u52a1\u7684\u5168\u65b0\u8be0\u91ca\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-b2652c398e60cd56386ac42708a28dc8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-b2652c398e60cd56386ac42708a28dc8.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2412.06673<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/mp.weixin.qq.com\/s\/14AJwqltT-DAT39FYdu-DQ?token=560254453&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2b1f4d10b8da1229dd276137a04e2aa3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2b1f4d10b8da1229dd276137a04e2aa3.png\"><\/a><\/a><\/section>\n<section>\u603b\u4f53\u6765\u8bf4\uff0c\u672c\u6587\u8d21\u732e\u5982\u4e0b\uff1a<\/section>\n<section><\/section>\n<section>1\u3001ILLUME \u5728\u4fdd\u6301\u6574\u4f53\u67b6\u6784\u53ef\u6269\u5c55\u4e0e\u53ef\u6cdb\u5316\u7684\u524d\u63d0\u4e0b\uff0c\u901a\u8fc7\u5408\u7406\u7684\u89c6\u89c9\u8bcd\u8868\u3001\u8bad\u7ec3\u7b56\u7565\u4e0e\u6570\u636e\u914d\u6bd4\u7b56\u7565\uff0c\u6210\u529f\u4ee5\u4ec5\u7ea6 15M \u7684\u56fe\u6587\u5bf9\u6570\u636e\u7528\u4e8e\u56fe\u6587\u5bf9\u9f50\uff0c\u5b9e\u73b0\u4e86\u5728\u89c6\u89c9\u7406\u89e3\uff08\u5305\u62ec\u81ea\u7136\u56fe\u50cf\u548c\u6587\u6863\u56fe\u8868\uff09\u3001\u751f\u6210\u3001\u7f16\u8f91\u7b49\u591a\u5143\u4efb\u52a1\u4e0a\u7684\u51fa\u8272\u8868\u73b0\uff0c\u603b\u4f53\u6548\u679c\u4f18\u4e8e\u73b0\u6709\u7edf\u4e00\u6a21\u578b\u4f8b\u5982 Chameleon, Show-O \u548c Janus\uff0c\u4e0e\u4e13\u7528\u5355\u4efb\u52a1\u6a21\u578b\u76f8\u5ab2\u7f8e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-ea1977400c7392467c1b334f61b15ebf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-ea1977400c7392467c1b334f61b15ebf.png\"><\/a><\/section>\n<section>2\u3001ILLUME \u63d0\u51fa\u4e00\u79cd\u81ea\u63d0\u5347\u5f0f\u591a\u6a21\u6001\u5bf9\u9f50\u7b56\u7565\uff0c\u901a\u8fc7\u8ba9\u6a21\u578b\u5bf9\u81ea\u8eab\u751f\u6210\u7684\u8d1f\u6837\u672c\u8fdb\u884c\u5185\u7701\u5f0f\u8bc4\u4f30\uff0c\u7edf\u4e00\u6a21\u578b\u5728\u7406\u89e3\u548c\u751f\u6210\u4e24\u65b9\u9762\u7684\u80fd\u529b\u53ef\u5b9e\u73b0\u534f\u540c\u8fdb\u5316\u3002<\/section>\n<section><\/section>\n<section><strong>ILLUME\uff1a\u7406\u89e3\u751f\u6210\u4e00\u4f53\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b<\/strong><\/section>\n<section><strong>\u6311\u6218\u4e00\uff1a\u5982\u4f55\u9ad8\u6548\u8bad\u7ec3\u4e00\u4e2a\u7edf\u4e00\u591a\u6a21\u6001\u6a21\u578b\uff1f<\/strong><\/section>\n<section><\/section>\n<section>\u73b0\u6709\u7684\u7edf\u4e00\u591a\u6a21\u6001\u6a21\u578b\u6784\u5efa\u65b9\u6848\u591a\u96c6\u4e2d\u4e8e\u5728 LLM \u57fa\u7840\u4e0a\u62d3\u5c55\u89c6\u89c9\u8bcd\u8868\uff0c\u4ee5\u652f\u6301\u89c6\u89c9\u751f\u6210\u4efb\u52a1\u3002\u8fd9\u4e9b\u6a21\u578b\u901a\u5e38\u9700\u8981\u5927\u91cf\u7684\u56fe\u6587\u5bf9\u6570\u636e\u6765\u5b9e\u73b0\u56fe\u6587\u5bf9\u9f50\u8bad\u7ec3\u3002\u8fd9\u79cd\u5bf9\u6d77\u91cf\u6570\u636e\u7684\u4f9d\u8d56\uff0c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u653e\u7f13\u4e86\u8fd9\u4e00\u9886\u57df\u8fdb\u4e00\u6b65\u63a2\u7d22\u4e0e\u5b9e\u8df5\u7684\u8fdb\u7a0b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-56be7ff056e1554a28eea95bc4ff037e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-56be7ff056e1554a28eea95bc4ff037e.png\"><\/a><\/section>\n<section>\u4e0e\u6b64\u4e0d\u540c\u7684\u662f\uff0c\u6211\u4eec\u5728 ILLUME \u4e2d\u4ec5\u4f7f\u7528\u7ea6 15M \u7684\u56fe\u6587\u5bf9\u6570\u636e\u5b8c\u6210\u9884\u8bad\u7ec3\uff0c\u5e76\u5728\u89c6\u89c9\u7406\u89e3\uff08\u6db5\u76d6\u81ea\u7136\u56fe\u50cf\u4e0e\u6587\u6863\u56fe\u8868\uff09\u3001\u751f\u6210\u4e0e\u7f16\u8f91\u7b49\u591a\u7c7b\u89c6\u89c9\u6587\u672c\u4efb\u52a1\u4e0a\u8fbe\u5230\u4e0e\u4e13\u6709\u6a21\u578b\u76f8\u5ab2\u7f8e\u7684\u6c34\u5e73\u3002\u8fd9\u4e00\u6210\u679c\u5e76\u975e\u4ec5\u4f53\u73b0\u4e8e\u6570\u636e\u89c4\u6a21\u7684\u51cf\u5c11\uff0c\u66f4\u91cd\u8981\u7684\u662f\u5728\u67b6\u6784\u3001\u8bad\u7ec3\u7b56\u7565\u3001\u6570\u636e\u914d\u6bd4\u4ee5\u53ca\u89c6\u89c9\u8bcd\u8868\u8868\u5f81\u65b9\u5f0f\u4e0a\u7684\u5173\u952e\u8bbe\u8ba1\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u66f4\u9ad8\u6548\u5730\u8fdb\u884c\u56fe\u6587\u5bf9\u9f50\u5b66\u4e60\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e3a\u5728\u66f4\u5e7f\u6cdb\u548c\u66f4\u6df1\u5c42\u7684\u591a\u6a21\u6001\u8bed\u4e49\u7406\u89e3\u4e0e\u751f\u6210\u878d\u5408\u4e2d\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/section>\n<section><\/section>\n<section><strong>\u5173\u952e\u8bbe\u8ba1 1\uff1a\u89c6\u89c9\u8bcd\u8868\u7684\u8868\u5f81\u9009\u62e9<\/strong><\/section>\n<section><\/section>\n<section>\u4f20\u7edf\u57fa\u4e8e VQGAN \u7684\u89c6\u89c9\u8bcd\u8868\u5f80\u5f80\u901a\u8fc7\u91cd\u5efa\u539f\u59cb\u50cf\u7d20\u4f5c\u4e3a\u76ee\u6807\uff0c\u4f46\u8fd9\u79cd\u57fa\u4e8e\u5e95\u5c42\u7eb9\u7406\u7684\u8868\u5f81\u4e0d\u5229\u4e8e\u4e0e\u6587\u672c\u6a21\u6001\u8fdb\u884c\u9ad8\u5c42\u8bed\u4e49\u5bf9\u9f50\u3002\u4e0e\u6b64\u76f8\u53cd\uff0c\u6211\u4eec\u91c7\u7528\u8bed\u4e49\u7279\u5f81\u91cd\u5efa\u7684\u65b9\u5f0f\u6784\u9020\u89c6\u89c9\u8bcd\u8868\uff0c\u76f4\u63a5\u5728\u9ad8\u5c42\u8bed\u4e49\u7a7a\u95f4\u4e2d\u5b8c\u6210\u56fe\u6587\u5bf9\u9f50\u7684\u7279\u5f81\u5b66\u4e60\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u8fd9\u4e00\u8bbe\u8ba1\u53ef\u663e\u8457\u52a0\u901f MLLM \u7684\u9884\u8bad\u7ec3\u8fc7\u7a0b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2076de1c8dc5ab48fe46de67e327631e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2076de1c8dc5ab48fe46de67e327631e.png\"><\/a><\/section>\n<section>\u5728\u89e3\u7801\u9636\u6bb5\uff0c\u6211\u4eec\u518d\u5229\u7528 Diffusion \u6a21\u578b\u5c06\u8bed\u4e49\u7279\u5f81\u8fd8\u539f\u4e3a\u9ad8\u4fdd\u771f\u50cf\u7d20\u7a7a\u95f4\uff0c\u4ece\u800c\u5b9e\u73b0\u9ad8\u8fbe 32 \u500d\u7684\u538b\u7f29\u7387\u3002\u901a\u8fc7\u8fd9\u4e00\u6d41\u7a0b\uff0c\u6a21\u578b\u5728\u8f93\u5165\u7aef\u6cbf\u7528\u8fde\u7eed\u89c6\u89c9\u7f16\u7801\u5668\u4fdd\u969c\u7cbe\u7ec6\u89c6\u89c9\u7406\u89e3\u80fd\u529b\uff0c\u5e76\u5728\u8f93\u51fa\u7aef\u901a\u8fc7\u8bed\u4e49\u89c6\u89c9\u8bcd\u8868\u5b8c\u6210\u79bb\u6563\u5316\u5904\u7406\uff0c\u4e3a\u89c6\u89c9\u751f\u6210\u80fd\u529b\u7684\u65e0\u7f1d\u878d\u5408\u5960\u5b9a\u57fa\u7840\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-438869e8134a22efd089939a1581b2e8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-438869e8134a22efd089939a1581b2e8.png\"><\/a><\/section>\n<section><strong>\u5173\u952e\u8bbe\u8ba1 2\uff1a\u4e09\u9636\u6bb5\u8bad\u7ec3\u7b56\u7565\u548c\u6570\u636e\u914d\u6bd4<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4eec\u91c7\u7528 \u201c\u4e09\u9636\u6bb5\u201d \u8bad\u7ec3\u7b56\u7565\uff0c\u4ee5\u5206\u5c42\u9012\u8fdb\u7684\u65b9\u5f0f\u9010\u6b65\u5f3a\u5316\u6a21\u578b\u7684\u591a\u6a21\u6001\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\uff1a<\/section>\n<section><\/section>\n<section>\u9636\u6bb5\u4e00\uff1a\u5f15\u5165\u56fe\u50cf\u91cd\u5efa\u4efb\u52a1\uff0c\u4e3a\u89c6\u89c9\u8bcd\u8868\u6269\u5c55\u540e\u7684\u65b0\u53c2\u6570\u8fdb\u884c\u5feb\u901f\u521d\u59cb\u5316\uff0c\u5e76\u5bf9\u9f50\u8fde\u7eed\u8f93\u5165\u4e0e\u79bb\u6563\u8f93\u51fa\u7684\u6a21\u5f0f\uff1b<\/section>\n<section><\/section>\n<section>\u9636\u6bb5\u4e8c\uff1a\u8fdb\u884c\u56fe\u6587\u5bf9\u9f50\u9884\u8bad\u7ec3\uff0c\u8fdb\u4e00\u6b65\u5f3a\u5316\u6a21\u578b\u5728\u8bed\u4e49\u5c42\u9762\u5c06\u56fe\u50cf\u4e0e\u6587\u672c\u8054\u7ed3\u7684\u80fd\u529b\uff1b<\/section>\n<section><\/section>\n<section>\u9636\u6bb5\u4e09\uff1a\u5bf9\u9ad8\u8d28\u91cf\u7684\u7406\u89e3\u3001\u751f\u6210\u3001\u6df7\u5408\u6570\u636e\u8fdb\u884c\u5fae\u8c03\uff0c\u4f7f\u6a21\u578b\u6700\u7ec8\u80dc\u4efb\u591a\u7c7b\u578b\u7684\u89c6\u89c9\u6587\u672c\u4efb\u52a1\uff08\u5305\u62ec\u7406\u89e3\u3001\u751f\u6210\u4e0e\u7f16\u8f91\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-4e3fd11873d44450bcbe868f647abc59.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-4e3fd11873d44450bcbe868f647abc59.png\"><\/a><\/section>\n<section><strong>\u6311\u6218\u4e8c\uff1a\u7edf\u4e00\u591a\u6a21\u6001\u6a21\u578b\u7684\u5224\u522b\u80fd\u529b\u548c\u751f\u6210\u80fd\u529b\u80fd\u5426\u76f8\u4e92\u4fc3\u8fdb\uff1f<\/strong><\/section>\n<section><\/section>\n<section>\u5f53\u6211\u4eec\u6784\u5efa\u4e00\u4e2a\u7edf\u4e00\u6a21\u578b\u540e\uff0c\u6211\u4eec\u6700\u5173\u5fc3\u7684\u662f\uff1a\u8054\u5408\u8bad\u7ec3\u89c6\u89c9\u7406\u89e3\u548c\u751f\u6210\u4efb\u52a1\u5e94\u8be5\u5982\u4f55\u4fc3\u8fdb\u5462\uff1f<\/section>\n<section><\/section>\n<section><strong>\u81ea\u63d0\u5347\u591a\u6a21\u6001\u5bf9\u9f50\u65b9\u6848<\/strong><\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4ee5\u81ea\u6211\u8bc4\u4f30\u8fc7\u7a0b\u4e3a\u6865\u6881\u7684\u81ea\u63d0\u5347\u591a\u6a21\u6001\u5bf9\u9f50\u7b56\u7565\u3002\u901a\u8fc7\u8ba9\u6a21\u578b\u5bf9\u81ea\u8eab\u751f\u6210\u7684\u8d1f\u6837\u672c\u8fdb\u884c\u5185\u7701\u5f0f\u8bc4\u4f30\uff0c\u6a21\u578b\u5728\u7406\u89e3\u548c\u751f\u6210\u4e24\u65b9\u9762\u7684\u80fd\u529b\u53ef\u5b9e\u73b0\u534f\u540c\u8fdb\u5316\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u751f\u6210\u4fc3\u8fdb\u7406\u89e3\uff1a\u6a21\u578b\u4ee5\u81ea\u6211\u8bc4\u4f30\u7684\u65b9\u5f0f\u5206\u6790\u81ea\u5df1\u4ea7\u751f\u7684\u8d1f\u6837\u672c\uff0c\u8fd9\u79cd\u5185\u7701\u8fc7\u7a0b\u4f7f\u6a21\u578b\u80fd\u591f\u67e5\u660e\u5e76\u89e3\u51b3\u5176\u81ea\u8eab\u5f31\u70b9\uff0c\u4ece\u800c\u66f4\u51c6\u786e\u5730\u7406\u89e3\u56fe\u50cf\u3002<\/section>\n<\/li>\n<li>\n<section>\u7406\u89e3\u4fc3\u8fdb\u751f\u6210\uff1a\u6a21\u578b\u53ef\u4ee5\u5229\u7528\u5176\u5224\u522b\u80fd\u529b\u6765\u8bc4\u4f30\u5176\u81ea\u751f\u6210\u7684\u56fe\u50cf\u662f\u5426\u4e0e\u6587\u672c\u4e00\u81f4\uff0c\u5e76\u57fa\u4e8e\u6b64\u5206\u6790\u8fdb\u884c\u4fee\u6b63\uff0c\u4ece\u800c\u786e\u4fdd\u6a21\u578b\u5728\u63a8\u7406\u65f6\u66f4\u52a0\u8c28\u614e\u548c\u51c6\u786e\uff0c\u907f\u514d\u5728\u751f\u6210\u56fe\u50cf\u65f6\u51fa\u73b0\u9519\u8bef\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u6211\u4eec\u7684\u81ea\u63d0\u5347\u591a\u6a21\u6001\u5bf9\u9f50\u65b9\u6cd5\u5206\u4e3a\u4e09\u4e2a\u6b65\u9aa4\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>Step 1: \u8bed\u6599\u81ea\u751f\u6210\u3002\u91c7\u6837\u8bad\u7ec3\u5b50\u96c6\uff0c\u63a8\u7406\u6a21\u578b\u751f\u6210\u56fe\u50cf\u3002<\/section>\n<\/li>\n<li>\n<section>Step 2: \u751f\u6210\u8bc4\u4f30\u6570\u636e\u3002\u4ece\u7269\u4f53\u3001\u6570\u91cf\u3001\u989c\u8272\u548c\u7a7a\u95f4\u5173\u7cfb\u591a\u4e2a\u7ef4\u5ea6\u8bc4\u4f30\u56fe\u50cf\u548c\u6587\u672c\u7684\u4e00\u81f4\u6027\uff0c\u8bc4\u4f30\u6570\u636e\u5305\u62ec\u8bc4\u4f30\u5f97\u5206\u548c\u76f8\u5e94\u7684\u5206\u6790\u3002<\/section>\n<\/li>\n<li>\n<section>Step 3: \u591a\u6a21\u6001\u5bf9\u9f50\u3002\u5c06\u8bc4\u4f30\u6570\u636e\u91cd\u65b0\u683c\u5f0f\u5316\u540e\u52a0\u5165\u9636\u6bb5\u4e09\u8bad\u7ec3\uff0c\u4f7f\u6a21\u578b\u5728\u7406\u89e3\u4e0e\u751f\u6210\u5c42\u9762\u540c\u65f6\u5f97\u5230\u5f3a\u5316\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-7d0d53d82e8513a364803d9401ffb23b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-7d0d53d82e8513a364803d9401ffb23b.png\"><\/a><\/section>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u8bc1\u660e\uff0c\u81ea\u63d0\u5347\u591a\u6a21\u6001\u5bf9\u9f50\u65b9\u6cd5\u80fd\u5728\u7406\u89e3\u548c\u751f\u6210\u4efb\u52a1\u4e0a\u540c\u65f6\u4e3a\u6a21\u578b\u8d4b\u80fd\uff0c\u4fc3\u4f7f\u7edf\u4e00\u591a\u6a21\u6001\u6a21\u578b\u5411\u66f4\u9ad8\u5c42\u6b21\u7684\u667a\u80fd\u5f62\u6001\u7a33\u6b65\u8fc8\u8fdb\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-306841a622f41ecc0c38c20557782706.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-306841a622f41ecc0c38c20557782706.png\"><\/a><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section><strong>\u591a\u6a21\u6001\u7406\u89e3\u4efb\u52a1<\/strong><\/section>\n<section><\/section>\n<section>\u5728 12 \u4e2a\u5e38\u7528\u7684\u591a\u6a21\u6001\u7406\u89e3\u5f00\u6e90\u7efc\u5408\u8bc4\u6d4b\u96c6\u4e0e\u6587\u6863\u573a\u666f\u8bc4\u6d4b\u96c6\u4e0a\uff0cILLUME \u5747\u5c55\u73b0\u51fa\u5353\u8d8a\u6027\u80fd\uff0c\u4e0e\u73b0\u6709\u7edf\u4e00\u591a\u6a21\u6001\u6a21\u578b\u76f8\u6bd4\u8fbe\u5230 SOTA \u6c34\u51c6\uff0c\u5c24\u5176\u5728\u6587\u6863\u7406\u89e3\u4efb\u52a1\u4e0a\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002\u540c\u65f6\uff0c\u76f8\u8f83\u591a\u6a21\u6001\u7406\u89e3\u6a21\u578b\uff08\u5982 LLaVA-NeXT\uff09\uff0cILLUME \u7684\u7406\u89e3\u80fd\u529b\u603b\u4f53\u4fdd\u6301\u76f8\u5f53\u751a\u81f3\u66f4\u4f18\u7684\u6c34\u5e73\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a394ed985dd51a47987f56965fdafd91.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a394ed985dd51a47987f56965fdafd91.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-f2661616823b92884904df0dbe0cc544.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-f2661616823b92884904df0dbe0cc544.png\"><\/a><\/section>\n<section><strong>\u6587\u56fe\u751f\u6210\u4efb\u52a1<\/strong><\/section>\n<section><\/section>\n<section>ILLUME \u5728 3 \u4e2a\u6587\u751f\u56fe\u8bc4\u6d4b\u96c6\u4e0a\u53d6\u5f97\u4e0e\u73b0\u6709\u751f\u6210\u6a21\u578b\u548c\u7edf\u4e00\u591a\u6a21\u6001\u6a21\u578b\u76f8\u5f53\u7684\u8868\u73b0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2984882e1b9b23aa4900f052be122b05.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2984882e1b9b23aa4900f052be122b05.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0942191fe415f22960719090bfc671ef.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0942191fe415f22960719090bfc671ef.png\"><\/a><\/section>\n<section><strong>\u7f16\u8f91\u4efb\u52a1<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>ILLUME \u80fd\u5904\u7406\u7269\u4f53\u5220\u9664\uff0c\u98ce\u683c\u8fc1\u79fb\uff0c\u56fe\u50cf\u8865\u5145\u7b49\u5404\u79cd\u7f16\u8f91\u4efb\u52a1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d6291560ee26047082268894678f0d3b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d6291560ee26047082268894678f0d3b.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-3f24ba8261747429c910b792f31fc879.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-3f24ba8261747429c910b792f31fc879.png\"><\/a><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-31-4\" target=\"_blank\">\u7406\u89e3\u751f\u6210\u534f\u540c\u4fc3\u8fdb\uff1f\u534e\u4e3a\u8bfa\u4e9a\u63d0\u51faILLUME\uff0c15M\u6570\u636e\u5b9e\u73b0\u591a\u6a21\u6001\u7406\u89e3\u751f\u6210\u4e00\u4f53\u5316<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u7406\u89e3\u751f\u6210\u534f\u540c\u4fc3\u8fdb\uff1f\u534e\u4e3a [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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