{"id":13472,"date":"2026-10-16T22:14:10","date_gmt":"2026-10-16T14:14:10","guid":{"rendered":"https:\/\/infernews.com\/blog\/commercegen-studio-an-end-to-end-framework-for-commercial-grade-main\/"},"modified":"2026-10-16T22:47:53","modified_gmt":"2026-10-16T14:47:53","slug":"commercegen-studio-an-end-to-end-framework-for-commercial-grade","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/commercegen-studio-an-end-to-end-framework-for-commercial-grade\/","title":{"rendered":"[\u6280\u8853\u6587\u7ae0] \u963f\u91cc CommerceGen-Studio\uff1a\u5546\u7528\u7d1a\u4e3b\u5716\u751f\u6210\u7aef\u5230\u7aef\u6846\u67b6"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/CommerceGen-Studio.jpg\" alt=\"Hugging Face\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u767d\u5e95\u5546\u54c1\u7167\u96e3\u4ee5\u76f4\u63a5\u5438\u5f15\u641c\u5c0b\u9801\u9ede\u64ca\uff0cCommerceGen-Studio \u7531 Alibaba Group \u63d0\u51fa\uff0c\u9762\u5411\u96fb\u5546 SKU \u7c92\u5ea6\u7684\u5546\u696d\u4e3b\u5716\u751f\u6210\u3002\u4f86\u6e90\u6c92\u6709\u4ea4\u4ee3\u5177\u9ad4 base model \u6216 fine-tuned from \u54ea\u500b\u6a21\u578b\uff0c\u56e0\u6b64\u7121\u6cd5\u78ba\u8a8d\u5176\u539f\u59cb\u57fa\u790e\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7d71\u5206\u6210\u8cc7\u8a0a\u62bd\u53d6\u3001\u8a9e\u7fa9\u6539\u5beb\u53ca\u591a\u689d\u4ef6\u751f\u6210\u4e09\u968e\u6bb5\u3002Prompt-Eval-Refine-Loop Agent\uff08PERL-Agent\uff09\u8b93 VLM \u8207 LLM \u6309\u7167 reference-free rubric \u53cd\u8986\u6574\u7406\u5546\u54c1\u8cc7\u6599\uff1bLayout Thinker Optimization\uff08LTO\uff09\u5247\u540c\u6642\u4ee5\u6587\u5b57\u63cf\u8ff0\u53ca\u6e32\u67d3\u5716\u7247\u8cea\u7d20\u8abf\u6574\u6539\u5beb\u7b56\u7565\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SKU-DiT \u900f\u904e Reinforce-Distill-Reinforce\uff08RDR\uff09\u6f38\u9032\u5f0f\u8a13\u7df4\uff0c\u806f\u5408\u4f7f\u7528\u767d\u5e95\u5546\u54c1\u5716\u3001\u5546\u6a19\u88c1\u526a\u5716\u53ca\u7d50\u69cb\u5316\u7248\u9762\u689d\u4ef6\uff0c\u517c\u9867\u5546\u54c1\u5916\u89c0\u3001\u5546\u6a19\u5b8c\u6574\u6027\u548c\u5b57\u5143\u7d1a\u6587\u5b57\u6e96\u78ba\u5ea6\u3002\u7cfb\u7d71\u8072\u7a31\u5df2\u9054\u5230\u6bcf\u65e5\u751f\u6210\u6578\u767e\u842c\u5f35\u4e3b\u5716\u3001\u6bcf\u5f35\u5ef6\u9072\u6578\u79d2\uff0c\u4e26\u5728 CommerceGen-Bench \u7684\u5169\u689d\u7de8\u8f2f\u6e2c\u8a66\u4e2d\u52dd\u904e\u6240\u6bd4\u8f03\u7684\u958b\u6e90\u57fa\u7dda\uff0c\u90e8\u5206\u6307\u6a19\u53ef\u5ab2\u7f8e\u6216\u8d85\u8d8a\u5927\u578b\u9589\u6e90\u6a21\u578b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6a94\u6848\u8207\u63a8\u8ad6<\/strong>\uff1a\u4f86\u6e90\u662f\u7814\u7a76\u8ad6\u6587\u5167\u5bb9\uff0c\u6c92\u6709\u63d0\u4f9b GGUF \u6a94\u540d\u3001\u6a94\u6848\u5927\u5c0f\u3001\u91cf\u5316\u7d1a\u5225\u3001mmproj \u6216 chat template\u3002<\/li>\n\n\n\n<li><strong>\u6846\u67b6\u652f\u63f4<\/strong>\uff1a\u8ad6\u6587\u6458\u8981\u6c92\u6709\u516c\u958b\u5404\u9805\u6578\u503c\u5206\u6578\uff0c\u4e5f\u672a\u4ea4\u4ee3 SKU-DiT \u7684\u53c3\u6578\u898f\u6a21\u53ca\u8a13\u7df4\u8cc7\u6599\u7d30\u7bc0\u3002<\/li>\n\n\n\n<li><strong>\u9069\u7528\u5834\u666f<\/strong>\uff1a\u91cd\u9ede\u5728\u5927\u91cf\u96fb\u5546\u5546\u54c1\u4e3b\u5716\u751f\u7522\uff0c\u800c\u975e\u901a\u7528\u6587\u5b57\u8f49\u5716\u7247\u670d\u52d9\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">CommerceGen-Studio \u8207\u55ae\u4e00\u751f\u6210\u6a21\u578b\u7684\u5dee\u7570\uff0c\u5728\u65bc\u628a\u5546\u54c1\u8cc7\u6599\u7406\u89e3\u3001\u8ce3\u9ede\u6574\u7406\u3001\u7248\u9762\u898f\u5283\u53ca\u5716\u7247\u751f\u6210\u4e32\u6210\u5b8c\u6574\u9805\u76ee\u6d41\u7a0b\uff1bCommerceGen-Bench \u5247\u4ee5\u771f\u5be6\u6d41\u91cf\u4e2d\u7684\u56f0\u96e3\u6848\u4f8b\u6e2c\u8a66 Instruction Following \u548c Product Integration\u3002\u7531\u65bc\u7f3a\u4e4f\u516c\u958b\u6b0a\u91cd\u3001\u91cf\u5316\u6a94\u6848\u53ca\u786c\u9ad4\u898f\u683c\uff0c\u8b80\u8005\u76ee\u524d\u8f03\u9069\u5408\u628a\u5b83\u8996\u70ba\u53ef\u5927\u898f\u6a21\u904b\u884c\u7684\u7814\u7a76\u6846\u67b6\uff0c\u800c\u975e\u53ef\u76f4\u63a5\u4e0b\u8f09\u7684\u672c\u5730\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/arxiv.org\/pdf\/2610.20603\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u628a\u767d\u5e95 SKU 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