{"id":10425,"date":"2026-07-26T16:16:25","date_gmt":"2026-07-26T08:16:25","guid":{"rendered":"https:\/\/infernews.com\/blog\/mage\/"},"modified":"2026-07-26T16:16:25","modified_gmt":"2026-07-26T08:16:25","slug":"mage","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/mage\/","title":{"rendered":"Microsoft Mage\uff1a4B \u591a\u6a21\u614b\u8f15\u91cf\u8def\u7dda"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/mage-model-cover.jpg\" alt=\"gallery\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576\u4f60\u60f3\u55ba\u6709\u9650 GPU \u9810\u7b97\u4e0b\u505a\u5f71\u50cf\u751f\u6210\u3001\u7de8\u8f2f\uff0c\u751a\u81f3\u5ef6\u4f38\u5230\u5f71\u50cf\u8207\u5f71\u7247\u7406\u89e3\uff0cMage \u9019\u500b\u958b\u6e90\u6a21\u578b\u5bb6\u65cf\u7684\u5b9a\u4f4d\u5c31\u76f8\u7576\u76f4\u63a5\uff1a\u7528\u56fa\u5b9a 4B \u53c3\u6578\u898f\u6a21\uff0c\u8655\u7406\u591a\u6a21\u614b\u7406\u89e3\u8207\u751f\u6210\u5169\u689d\u8def\u7dda\uff0c\u76ee\u6a19\u5514\u4fc2\u5806\u5927\u6a21\u578b\uff0c\u800c\u4fc2\u4fdd\u7559\u7814\u7a76\u53ef\u63a7\u6027\u540c\u90e8\u7f72\u53ef\u884c\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mage \u76ee\u524d\u6700\u5b8c\u6574\u7684\u662f <strong>Mage-Flow<\/strong>\uff0c\u5c6c\u65bc\u6a21\u578b\u5bb6\u65cf\u4e2d\u7684\u751f\u6210\u8207\u7de8\u8f2f\u5206\u652f\u3002\u5b83\u628a <strong>Mage-VAE<\/strong> \u540c Native-Resolution Multimodal Diffusion Transformer \u7d44\u5408\u8d77\u4f86\uff0c\u524d\u8005\u8ca0\u8cac\u66f4\u9ad8\u6548\u7387\u7684 latent tokenizer\uff0c\u5f8c\u8005\u8ca0\u8cac\u6587\u5b57\u751f\u5716\u8207\u6307\u4ee4\u5f0f\u4fee\u5716\uff1b\u540c\u6642\u63d0\u4f9b Base\u3001RL-aligned \u540c 4-step Turbo \u7248\u672c\uff0c\u65b9\u4fbf\u6309\u756b\u8cea\u3001\u5c0d\u9f4a\u7a0b\u5ea6\u8207\u901f\u5ea6\u53d6\u6368\u3002\u53e6\u4e00\u689d\u7dda <strong>Mage-VL<\/strong> \u5c0d\u6e96 image\/video understanding\uff0c\u4f46\u7a0b\u5f0f\u8207\u6b0a\u91cd\u7d30\u7bc0\u4ecd\u5f85\u91cb\u51fa\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u985e\u958b\u6e90\u5f71\u50cf\u6a21\u578b\u5f88\u591a\u90fd\u9760\u66f4\u5927\u53c3\u6578\u91cf\u63db\u6548\u679c\uff0cMage \u7684\u5224\u65b7\u660e\u986f\u4e0d\u540c\uff1a\u5b83\u628a\u91cd\u9ede\u653e\u55ba codec-aligned efficiency\uff0c\u540c\u4e00\u500b checkpoint \u5df2\u53ef\u8986\u84cb 512 \u5230 2048\u3001\u4e0d\u540c\u9577\u95ca\u6bd4\uff0c\u9023 4:1 \u9019\u985e\u6975\u7aef\u5c3a\u5bf8\u90fd\u539f\u751f\u652f\u63f4\uff0c\u6e1b\u5c11\u591a\u5957\u6a21\u578b\u6216\u984d\u5916\u7e2e\u653e\u6d41\u7a0b\u3002README \u4ea6\u63d0\u5230\uff0c\u5b83\u5728\u751f\u6210\u3001\u7de8\u8f2f\u8868\u73fe\u4e0a\u53ef\u8207 Qwen-Image 20B\u3001FLUX.2 32B\u3001FireRed-Image-Edit 20B \u7b49\u8f03\u5927\u578b\u958b\u6e90\u7cfb\u7d71\u7af6\u722d\uff0c\u4f46\u53d6\u6368\u662f Mage-VL \u4ecd\u672a\u5b8c\u6574\u958b\u653e\uff0c\u6574\u500b\u5bb6\u65cf\u73fe\u968e\u6bb5\u66f4\u9069\u5408\u95dc\u6ce8\u7814\u7a76\u8207\u5de5\u4f5c\u6d41\u6574\u5408\u7684\u4eba\u5148\u884c\u8a55\u4f30\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56fa\u5b9a <strong>4B<\/strong> \u898f\u6a21\uff0c\u4e3b\u6253\u53ef\u8a13\u7df4\u3001\u53ef\u5fae\u8abf\u3001\u53ef\u90e8\u7f72<\/li>\n<li><strong>Mage-Flow<\/strong> \u5df2\u8986\u84cb text-to-image \u8207 instruction-based image editing<\/li>\n<li><strong>Mage-VAE<\/strong> \u4ee5\u66f4\u4f4e encode\/decode MACs \u6e1b\u8f15\u9ad8\u89e3\u6790\u5ea6\u74f6\u9838<\/li>\n<li>\u55ae\u4e00 checkpoint \u652f\u63f4 <strong>512\u20132048<\/strong> \u8207\u591a\u7a2e aspect ratio<\/li>\n<li>Turbo \u7248\u672c\u5f37\u8abf\u901f\u5ea6\uff0c1024\u00b2 \u5728\u55ae\u5f35 A100 \u6709\u660e\u78ba\u63a8\u7406\u6578\u5b57<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u7f72\u8207\u6e2c\u8a66\u65b9\u9762\uff0c\u73fe\u6709\u8cc7\u6599\u986f\u793a Hugging Face \u5df2\u63d0\u4f9b\u591a\u500b Mage-Flow \u8207 Mage-Flow-Edit \u6b0a\u91cd\uff0c\u9069\u5408\u5148\u7528\u73fe\u6210 checkpoint \u9a57\u8b49\u751f\u6210\u3001\u4fee\u5716\u8207\u901f\u5ea6\uff0c\u518d\u6c7a\u5b9a\u662f\u5426\u9032\u4e00\u6b65\u505a\u5fae\u8abf\u3002\u5c0d\u505a\u5782\u76f4\u9818\u57df\u5f71\u50cf\u9805\u76ee\u3001\u60f3\u7814\u7a76\u5f8c\u8a13\u7df4\u65b9\u6cd5\uff0c\u6216\u8005\u9700\u8981\u628a\u9ad8\u89e3\u6790\u5ea6\u751f\u6210\u653e\u5165\u8f03\u5be6\u969b\u7b97\u529b\u689d\u4ef6\u7684\u4eba\uff0cMage \u7684\u5438\u5f15\u529b\u4e0d\u5728\u82b1\u5de7\u5305\u88dd\uff0c\u800c\u5728\u5b83\u7528\u4e00\u689d\u8f15\u91cf\u8def\u7dda\uff0c\u628a\u7814\u7a76\u3001\u6027\u80fd\u8207\u90e8\u7f72\u6210\u672c\u62c9\u56de\u8f03\u5e73\u8861\u7684\u4f4d\u7f6e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/microsoft.github.io\/Mage\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/microsoft\/Mage\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/collections\/microsoft\/mage\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u505a\u5f71\u50cf\u751f\u6210\u3001\u7de8\u8f2f\uff0c\u751a\u81f3\u9032\u4e00\u6b65\u7814\u7a76\u591a\u6a21\u614b\u6a21\u578b\uff0c\u4f46\u904b\u7b97\u8cc7\u6e90\u6709\u9650\uff0cMage \u6703\u4fc2\u4e00\u500b\u503c\u5f97\u7559\u610f\u7684\u65b9\u5411\u3002\u5b83\u628a 4B \u898f\u6a21\u58d3\u5230\u5920\u7d30\uff0c\u540c\u6642\u4ecd\u7136\u8ffd\u4f4f\u66f4\u5927\u6a21\u578b\u7684\u8868\u73fe\u3002<\/p>\n","protected":false},"author":8,"featured_media":10424,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,185,173,33,31,30,144,129,119,157,120,76,149],"tags":[],"class_list":["post-10425","post","type-post","status-publish","format-standard","hentry","category-133","category-qwen","category-173","category-stablediffusion","category-video","category-image","category-medical","category-txt2img","category-119","category-157","category-120","category-76","category-149"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10425","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=10425"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10425\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10424"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10425"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10425"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10425"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}