{"id":13316,"date":"2026-10-13T21:07:37","date_gmt":"2026-10-13T13:07:37","guid":{"rendered":"https:\/\/infernews.com\/blog\/groundanything\/"},"modified":"2026-10-13T21:09:54","modified_gmt":"2026-10-13T13:09:54","slug":"groundanything","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/groundanything\/","title":{"rendered":"GroundAnything \u4ee5\u4e26\u884c\u89e3\u78bc\u63d0\u5347\u8996\u89ba\u5b9a\u4f4d\u901f\u5ea6"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/GroundAnything.jpg\" alt=\"GroundAnything\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u5728\u5716\u7247\u4e2d\u627e\u51fa\u7269\u4ef6\u3001\u4f4d\u7f6e\u548c\u7a7a\u9593\u95dc\u4fc2\uff0cGroundAnything \u53ef\u4e00\u6b21\u8655\u7406\u591a\u985e visual grounding \u4efb\u52d9\uff0c\u6e1b\u5c11\u9010\u500b\u8f38\u51fa\u5ea7\u6a19\u5e36\u4f86\u7684\u5ef6\u9072\u3002\u5b83\u5c6c\u65bc 4B \u7d1a\u8996\u89ba\u57fa\u790e\u6a21\u578b\uff0c\u5be6\u969b\u8655\u7406\u7684\u662f\u5f71\u50cf\u5167\u5bb9\u8207\u6587\u5b57\u67e5\u8a62\u4e4b\u9593\u7684\u7cbe\u6e96\u5b9a\u4f4d\u554f\u984c\uff0c\u9069\u5408\u5f71\u50cf\u6a19\u8a3b\u3001\u8996\u89ba\u641c\u5c0b\u53ca\u591a\u6a21\u614b\u5206\u6790\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u4ee5 GroundAnything \u7684 diffusion decoding \u914d\u5408 parallel decoding\uff0c\u8b93\u7a7a\u9593\u5047\u8a2d\u53ef\u4ee5\u4e26\u884c\u751f\u6210\uff1bGroundAnything-VLM \u5247\u662f\u7368\u7acb\u7684 autoregressive checkpoint\u3002\u524d\u8005\u91dd\u5c0d\u5e8f\u5217\u751f\u6210\u7684\u901f\u5ea6\u9650\u5236\uff0c\u5f8c\u8005\u4fdd\u7559\u81ea\u56de\u6b78\u6a21\u578b\u8def\u7dda\uff0c\u5169\u8005\u5747\u4f7f\u7528 GAM evaluation mode\uff0c\u4e26\u975e\u540c\u4e00\u6a21\u578b\u7684\u4e0d\u540c\u4ecb\u9762\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/huggingface.co\\\/GroundingPI\\\/GroundAnything\\\/resolve\\\/d1819bbe01b5a16cebd67ecaca207d2696e3af59\\\/assets\\\/demo.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u900f\u904e grounding pretraining\u3001AR-to-diffusion conversion\u3001joint objectives\u3001supervised fine-tuning \u548c GRPO-based reinforcement learning \u5efa\u7acb\u6a21\u578b\u300230 \u500b\u57fa\u6e96\u6e2c\u8a66\u4e2d\uff0cGroundAnything \u52dd\u904e\u540c\u7d1a\u81ea\u56de\u6b78\u6a21\u578b\u7684\u6574\u9ad4\u6700\u4f73\u7d50\u679c\uff0c\u4ea6\u8d85\u8d8a\u8f03\u5927\u7684 Qwen3.7-Max\uff1bGroundAnything-VLM \u5728\u540c\u7d1a\u5225\u53d6\u5f97\u65b0\u7684\u6574\u9ad4\u6700\u4f73\u7d50\u679c\uff0c\u4e26\u8207 GPT-6 Astra \u4fdd\u6301\u7af6\u722d\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9069\u5408\u9700\u8981\u7cbe\u6e96\u8996\u89ba\u5b9a\u4f4d\u3001\u53c8\u8981\u63a7\u5236\u63a8\u7406\u5ef6\u9072\u7684\u7814\u7a76\u5718\u968a\u548c\u5f71\u50cf\u8655\u7406\u9805\u76ee\uff0c\u786c\u4ef6\u9700\u6c42\u3001\u5be6\u969b\u541e\u5410\u91cf\u53ca\u4e0d\u540c\u5716\u7247\u4efb\u52d9\u7684\u7a69\u5b9a\u6027\u4ecd\u9700\u81ea\u884c\u9a57\u8b49\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u901f\u5ea6\u53d6\u6368<\/strong>\uff1a\u4ee5 diffusion decoding \u548c\u4e26\u884c\u8f38\u51fa\u6e1b\u5c11\u7a7a\u9593\u9810\u6e2c\u7684\u5e8f\u5217\u7b49\u5f85\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u95dc\u4fc2<\/strong>\uff1aGroundAnything \u662f diffusion \u8def\u7dda\uff0cGroundAnything-VLM \u662f\u7368\u7acb autoregressive checkpoint\u3002<\/li>\n\n\n\n<li><strong>\u8a55\u4f30\u7bc4\u570d<\/strong>\uff1a\u6db5\u84cb 30 \u500b benchmarks\uff0c\u4e26\u6bd4\u8f03 MTP-based generation \u8207\u591a\u968e\u6bb5\u57fa\u790e\u8a2d\u65bd\u512a\u5316\u3002<\/li>\n\n\n\n<li><strong>\u9069\u7528\u5834\u666f<\/strong>\uff1a\u5f71\u50cf\u5b9a\u4f4d\u3001\u6279\u6b21\u6a19\u8a3b\u3001\u8996\u89ba\u641c\u5c0b\u53ca\u9700\u8981\u5ea7\u6a19\u8f38\u51fa\u7684\u591a\u6a21\u614b\u5de5\u4f5c\u6d41\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/groundingpi.github.io\/groundanything\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/groundingpi\/GroundAnything\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>GroundAnything \u628a\u591a\u7a2e\u8996\u89ba\u5b9a\u4f4d\u4efb\u52d9\u653e\u9032 4B \u6a21\u578b\uff0c\u5617\u8a66\u540c\u6642\u8655\u7406\u7cbe\u6e96\u5ea7\u6a19\u8207\u63a8\u7406\u901f\u5ea6\u7684\u53d6\u6368\u3002<\/p>\n","protected":false},"author":8,"featured_media":13315,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,169,165,195,76,149,119,127,185,30,120,163,214],"tags":[],"class_list":["post-13316","post","type-post","status-publish","format-standard","hentry","category-133","category-169","category-165","category-195","category-76","category-149","category-119","category-127","category-qwen","category-image","category-120","category-163","category-reinforcement-learning"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13316","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=13316"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13316\/revisions"}],"predecessor-version":[{"id":13317,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13316\/revisions\/13317"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13315"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13316"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13316"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13316"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}