{"id":14609,"date":"2026-11-06T22:32:13","date_gmt":"2026-11-06T14:32:13","guid":{"rendered":"https:\/\/infernews.com\/blog\/welm-image\/"},"modified":"2026-11-06T22:38:49","modified_gmt":"2026-11-06T14:38:49","slug":"welm-image","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/welm-image\/","title":{"rendered":"[\u6280\u8853\u6587\u7ae0] WeLM-Image\uff1a\u628a\u751f\u5716\u3001\u6307\u4ee4\u7de8\u8f2f\u8207\u591a\u5716\u5408\u6210\u6574\u5408\u4e00\u500b\u6a21\u578b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"c7d6cd\" data-has-transparency=\"false\" style=\"--dominant-color: #c7d6cd;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"397\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/WeLM-Image.jpg\" alt=\"Hero image preview\" class=\"wp-image-14611 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/WeLM-Image.jpg 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/WeLM-Image-300x116.jpg 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/WeLM-Image-766x297.jpg 766w\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5275\u4f5c\u6642\u8981\u7531\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u5716\u7247\u3001\u518d\u4fee\u6539\u59ff\u52e2\u6216\u79fb\u9664\u8def\u4eba\uff0c\u751a\u81f3\u5408\u4f75\u5e7e\u5f35\u53c3\u8003\u5716\uff0cWeLM-Image \u90fd\u53ef\u7528\u6587\u5b57\u6307\u4ee4\u8655\u7406\u3002\u9019\u500b\u9a30\u8a0a WeChat Vision \u5718\u968a\u63a8\u51fa\u7684\u7d71\u4e00\u5716\u50cf\u6a21\u578b\uff0c\u4ea6\u652f\u63f4\u5728\u5716\u7247\u4e2d\u52a0\u5165\u6216\u66ff\u63db\u6587\u5b57\uff0c\u9762\u5411 WeChat \u7684\u6d88\u8cbb\u8005\u61c9\u7528\u8a2d\u8a08\uff0c\u76ee\u6a19\u662f\u5728\u55ae\u5f35 GPU \u4e0a\u90e8\u7f72\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u898b\u505a\u6cd5\u6703\u628a\u5716\u50cf\u7406\u89e3\u8207\u751f\u6210\u5206\u6210\u4e0d\u540c\u6a21\u578b\u6216\u53c3\u6578\u8def\u5f91\uff0c\u8655\u7406\u591a\u7a2e\u4efb\u52d9\u6642\u53ef\u80fd\u4e92\u76f8\u5e72\u64fe\u3002WeLM-Image \u628a\u6587\u5b57\u3001\u53c3\u8003\u5716\u50cf\u8207\u76ee\u6a19\u5716\u50cf\u7684\u6f5b\u5728\u8868\u793a\u4ea4\u932f\u653e\u9032\u540c\u4e00\u5e8f\u5217\uff0c\u518d\u4ee5 Mixture-of-Transformers\uff08MoT\uff09\u5171\u7528\u6ce8\u610f\u529b\u3001\u5206\u958b\u7406\u89e3\u8207\u751f\u6210\u53c3\u6578\uff0c\u4e26\u7528 Mixture-of-Experts\uff08MoE\uff09\u63d0\u4f9b\u7a00\u758f\u904b\u7b97\u5bb9\u91cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a13\u7df4\u8cc7\u6599\u6db5\u84cb\u96d9\u8a9e\u6a19\u8a3b\u8207\u7d93\u6838\u5be6\u7684\u7de8\u8f2f\u7bc4\u4f8b\uff0c\u4e26\u9010\u6b65\u8a13\u7df4\u81f3\u539f\u751f 1.5K \u89e3\u50cf\u5ea6\u3002\u5718\u968a\u5206\u5225\u91dd\u5c0d\u751f\u6210\u8207\u7de8\u8f2f\u4f7f\u7528\u8a55\u5206\u898f\u6e96\u53ca\u6aa2\u67e5\u6e05\u55ae\u8a2d\u8a08\u734e\u52f5\uff0c\u518d\u4ee5\u611f\u77e5\u96dc\u8a0a\u7684 <mark>on-policy distillation<\/mark> \u6574\u5408\u5169\u689d\u8def\u5f91\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5831\u544a\u6307\u51fa\uff0c1,536 \u89e3\u50cf\u5ea6\u7248\u672c\u5728 PRISM-Bench\u3001Qwen-Image-Bench \u53ca UnicBench \u7684\u53d7\u6e2c\u958b\u6e90\u6a21\u578b\u4e2d\u6392\u540d\u7b2c\u4e00\u3002\u52a0\u901f\u7248\u672c WeLM-Image-Turbo \u5247\u4ee5 MeanFlow \u84b8\u993e\uff0c\u5728\u55ae\u5f35 NVIDIA H20 GPU \u4e0a\u7528\u516b\u6b65\u751f\u6210 1024 \u00d7 1024 \u5716\u50cf\uff0c\u8017\u6642 4.98 \u79d2\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u540c\u4e00\u6a21\u578b\u6db5\u84cb\u6587\u5b57\u751f\u5716\u3001\u6307\u4ee4\u7de8\u8f2f\u8207\u591a\u53c3\u8003\u5716\u5408\u6210\u3002<\/li>\n\n\n\n<li>\u53ef\u8655\u7406\u59ff\u52e2\u8abf\u6574\u3001\u98a8\u683c\u8f49\u63db\u3001\u7269\u4ef6\u589e\u522a\u53ca\u756b\u9762\u6587\u5b57\u4fee\u6539\u3002<\/li>\n\n\n\n<li>MoT \u5206\u958b\u7406\u89e3\u8207\u751f\u6210\u53c3\u6578\uff0cMoE \u63d0\u4f9b\u7a00\u758f\u6a21\u578b\u5bb9\u91cf\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/arxiv.org\/pdf\/2611.07392\" rel=\"noopener\" target=\"_blank\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f9e\u6587\u5b57\u751f\u5716\u3001\u6309\u6307\u4ee4\u4fee\u6539\u5716\u7247\uff0c\u5230\u5408\u4f75\u591a\u5f35\u53c3\u8003\u5716\uff0cWeLM-Image \u5617\u8a66\u7528\u540c\u4e00\u6a21\u578b\u8655\u7406\u591a\u7a2e\u8996\u89ba\u5275\u4f5c\u9700\u6c42\uff0c\u4e26\u652f\u63f4\u55ae\u5f35 GPU \u57f7\u884c\u3002<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,172,76,119,185,179,30,157,129],"tags":[],"class_list":["post-14609","post","type-post","status-publish","format-standard","hentry","category-133","category-172","category-76","category-119","category-qwen","category-nvidia","category-image","category-157","category-txt2img"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14609","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=14609"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14609\/revisions"}],"predecessor-version":[{"id":14613,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14609\/revisions\/14613"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14609"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14609"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}