{"id":14444,"date":"2026-11-03T17:13:10","date_gmt":"2026-11-03T09:13:10","guid":{"rendered":"https:\/\/infernews.com\/blog\/cua-master\/"},"modified":"2026-11-03T17:13:10","modified_gmt":"2026-11-03T09:13:10","slug":"cua-master","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/cua-master\/","title":{"rendered":"CUA-Master\uff1a\u628a\u6559\u5b78\u5f71\u7247\u8b8a\u6210\u96fb\u8166\u64cd\u4f5c\u8a13\u7df4\u8cc7\u6599"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/CUA-Master.jpg\" alt=\"com\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u8edf\u4ef6\u6559\u5b78\u5f71\u7247\u8f49\u6210\u53ef\u9a57\u8b49\u7684\u64cd\u4f5c\u4efb\u52d9\uff0cCUA-Master \u9019\u5957\u6846\u67b6\u5354\u52a9\u5718\u968a\u8a13\u7df4\u96fb\u8166\u64cd\u4f5c\u4ee3\u7406\uff08Computer-use agents\uff0cCUAs\uff09\u3002\u5b83\u6703\u6309\u6a21\u578b\u5f31\u9ede\u88dc\u5145\u4efb\u52d9\uff0c\u8b93\u8cc7\u6599\u5efa\u69cb\u8207\u6a21\u578b\u6539\u9032\u4e92\u76f8\u5e36\u52d5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6846\u67b6\u7d50\u5408\u5b57\u5e55\u8a9e\u610f\u8207\u756b\u9762\u8b8a\u5316\u91cd\u5efa\u64cd\u4f5c\u8ecc\u8de1\uff0c\u518d\u62bd\u53d6\u53ef\u91cd\u7528\u7684\u80fd\u529b\u55ae\u5143\uff0c\u63a7\u5236\u65b0\u4efb\u52d9\u6d89\u53ca\u7684\u80fd\u529b\u53ca\u61c9\u7528\u7a0b\u5f0f\u6578\u91cf\u3002\u6c99\u76d2\u57f7\u884c\u5931\u6557\u5f8c\uff0c\u53ef\u6309\u56de\u994b\u56de\u5fa9\u5feb\u7167\u91cd\u8a66\uff1b\u5df2\u9a57\u8b49\u8ecc\u8de1\u53ef\u8f49\u6210 ms-swift \u683c\u5f0f\u7684\u76e3\u7763\u5f0f\u5fae\u8abf\uff08Supervised Fine-Tuning\uff0cSFT\uff09\u8cc7\u6599\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e96\u5099\u6e2c\u8a66\u9700\u8981\u5b89\u88dd\u4f9d\u8cf4\u53ca\u63a5\u99c1\u670d\u52d9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u53ef\u7de8\u8f2f\u6a21\u5f0f\u5b89\u88dd\uff0c\u52a0\u5165 seeding\u3001annotator\u3001collection\u3001dev \u4f9d\u8cf4\u3002<\/li>\n<li>\u8907\u88fd .env.example \u70ba .env\uff0c\u586b\u5165 API \u91d1\u9470\u53ca\u6c99\u76d2\u670d\u52d9\u7aef\u9ede\u3002<\/li>\n<li>\u7d93 provider \u4ecb\u9762\u63a5\u99c1\u81ea\u5df1\u7684\u6c99\u76d2\u5f8c\u7aef\uff0c\u518d\u6309\u7bc4\u4f8b\u8a2d\u5b9a\u641c\u5c0b\u5f71\u7247\u8cc7\u6599\u3001\u4e0b\u8f09\u9078\u5b9a\u5f71\u7247\uff1b\u547d\u4ee4\u652f\u63f4 &#8211;help\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u516c\u5e03 CUA-Master-27B \u5728 OSWorld Verified \u5f97\u5206\u70ba 80.2\uff0c\u5728 OSWorld 2.0 \u70ba 36.9\uff0c\u5169\u8005\u4e0d\u53ef\u76f4\u63a5\u7576\u6210\u540c\u4e00\u5c3a\u5ea6\u6bd4\u8f03\u3002\u9805\u76ee\u8f03\u9069\u5408\u6709\u6c99\u76d2\u53ca\u8a13\u7df4\u8cc7\u6e90\u7684\u4ee3\u7406\u7814\u7a76\u5718\u968a\uff1b\u63d0\u4f9b\u7684\u5feb\u901f\u958b\u59cb\u5167\u5bb9\u672a\u5b8c\u6574\u5c55\u793a\u5f8c\u7e8c\u6d41\u7a0b\uff0c\u5c1a\u4e0d\u8db3\u4ee5\u7167\u6284\u5b8c\u6210\u6574\u689d\u8a13\u7df4\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/xlyu0106.github.io\/CUA-Master\/\" rel=\"noopener\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/xlyu0106\/CUA-Master\" rel=\"noopener\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/yxl66666\/CUAMaster-27B\" rel=\"noopener\" target=\"_blank\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6559\u5b78\u5f71\u7247\u53ef\u4ee5\u8b8a\u6210\u4ee3\u7406\u7684\u64cd\u4f5c\u7df4\u7fd2\uff0c\u4f46\u4ecd\u8981\u63a5\u99c1\u6c99\u76d2\u3002CUA-Master \u4e32\u8d77\u4efb\u52d9\u6316\u6398\u3001\u9a57\u8b49\u8207\u8a13\u7df4\u8cc7\u6599\u88fd\u4f5c\u3002<\/p>\n","protected":false},"author":8,"featured_media":14443,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,164,165,116,162,76,127,137,31,197,27,24],"tags":[],"class_list":["post-14444","post","type-post","status-publish","format-standard","hentry","category-133","category-164","category-165","category-agentic","category-ai-productions","category-76","category-127","category-api","category-video","category-framework","category-paper","category-aisoftware"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14444","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=14444"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14444\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/14443"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14444"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}