{"id":12877,"date":"2026-10-03T01:28:12","date_gmt":"2026-10-02T17:28:12","guid":{"rendered":"https:\/\/infernews.com\/blog\/onestreamer-unifying-perception-memory-and-proactive-response-in-streaming-video-interaction\/"},"modified":"2026-10-03T01:29:56","modified_gmt":"2026-10-02T17:29:56","slug":"onestreamer-unifying-perception-memory-and-proactive-response-in-streaming-video-interaction","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/onestreamer-unifying-perception-memory-and-proactive-response-in-streaming-video-interaction\/","title":{"rendered":"OneStreamer \u8b93\u4e32\u6d41\u5f71\u7247\u61c2\u5f97\u8a18\u61b6\u8207\u9069\u6642\u56de\u61c9"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/onestreamer.png\" alt=\"OneStreamer\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f4\u64ad\u5f71\u7247\u4e00\u9583\u5373\u901d\uff0c\u756b\u9762\u96e2\u958b\u6a21\u578b\u7684\u8996\u89ba\u8996\u7a97\u5f8c\uff0c\u4e4b\u5f8c\u7684\u63d0\u554f\u4ecd\u53ef\u80fd\u9700\u8981\u5f15\u7528\u90a3\u4e9b\u7d30\u7bc0\u3002OneStreamer \u5c6c\u65bc\u4e32\u6d41\u5f71\u7247\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u8655\u7406\u7684\u6b63\u662f\u8a18\u9304\u8b49\u64da\u3001\u7406\u89e3\u65b0\u756b\u9762\uff0c\u4ee5\u53ca\u5728\u8cc7\u6599\u8db3\u5920\u6642\u4e3b\u52d5\u56de\u61c9\u4e4b\u9593\u7684\u53d6\u6368\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4ee5 Qwen3-VL-4B-Instruct \u70ba\u57fa\u790e\uff0cOneStreamer-4B \u900f\u904e Proactive Hierarchical Caption Memory\uff08PHCM\uff09\u4fdd\u5b58\u5c40\u90e8\u7d30\u7bc0\u548c\u5df2\u5b8c\u6210\u4e8b\u4ef6\u6458\u8981\uff0c\u518d\u914d\u5408\u8fd1\u671f\u756b\u9762\u4f5c\u7b54\uff0c\u6e1b\u5c11\u91cd\u770b\u6b77\u53f2\u5f71\u7247\u7279\u5fb5\u7684\u9700\u8981\u3002Proactive State Transition Learning\uff08PSTL\uff09\u5247\u4fdd\u7559\u8f38\u51fa\u9328\u9ede\uff0c\u6311\u9078\u5177\u4ee3\u8868\u6027\u7684\u72c0\u614b\u8b8a\u5316\u8207\u6301\u7e8c\u72c0\u614b\uff0c\u53ea\u6709 27.5% \u6a19\u8a3b\u72c0\u614b tokens \u9700\u8981\u76e3\u7763\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/mcg-nju.github.io\\\/OneStreamer\\\/assets\\\/videos\\\/onestreamer-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\">\u4f60\u53ef\u5f9e Hugging Face \u53d6\u5f97 OneStreamer-4B \u6a21\u578b\u53ca OneStreamer-1M \u6578\u64da\u96c6\uff0c\u914d\u5408\u4e32\u6d41\u5f71\u7247\u3001\u554f\u7b54\u6216\u5b57\u5e55\u8cc7\u6599\u6e2c\u8a66\uff1b\u5132\u5b58\u5eab\u76ee\u524d\u63d0\u4f9b\u6a21\u578b\u3001\u6578\u64da\u96c6\u548c\u793a\u7bc4\u9801\u9762\uff0c\u4f46\u5b8c\u6574\u63a8\u7406\u6307\u4ee4\u672a\u5728\u63d0\u4f9b\u5167\u5bb9\u4e2d\u5217\u51fa\uff0c\u56e0\u6b64\u90e8\u7f72\u524d\u4ecd\u9700\u78ba\u8a8d\u57f7\u884c\u6846\u67b6\u3001\u786c\u4ef6\u9700\u6c42\u548c\u8f38\u5165\u683c\u5f0f\u3002OneStreamer-1M \u5408\u4f75\u4e32\u6d41\u5b57\u5e55\u3001\u4e32\u6d41 QA \u53ca\u6574\u7406\u5f8c\u7684\u958b\u6e90\u8cc7\u6599\uff0c\u5171\u6709 1.16M \u7b46\u4e92\u52d5\u8a18\u9304\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516b\u9805\u6db5\u84cb\u7dda\u4e0a\u611f\u77e5\u3001\u8a18\u61b6\u548c\u4e3b\u52d5\u56de\u61c9\u7684\u57fa\u6e96\u6e2c\u8a66\u4e2d\uff0cOneStreamer-4B \u5728\u6bd4\u8f03\u65b9\u6cd5\u4e2d\u53d6\u5f97\u6700\u9ad8\u7684\u6574\u9ad4\u7d50\u679c\uff1b\u9019\u5c0d\u9700\u8981\u6301\u7e8c\u89c0\u770b\u6559\u5b78\u3001\u76e3\u63a7\u6216\u5bb6\u5ead\u5f71\u7247\u7684\u5718\u968a\u8f03\u6709\u53c3\u8003\u50f9\u503c\uff0c\u4f46\u751f\u6210\u5f0f\u8a18\u61b6\u4ecd\u53ef\u80fd\u53d7\u5b57\u5e55\u54c1\u8cea\u3001\u5ef6\u9072\u548c\u932f\u8aa4\u7d2f\u7a4d\u5f71\u97ff\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>PHCM \u540c\u6642\u4fdd\u7559\u5c40\u90e8\u7d30\u7bc0\u8207\u5b8c\u6210\u4e8b\u4ef6\u6458\u8981<\/li>\n\n\n\n<li>PSTL \u91dd\u5c0d\u56de\u61c9\u6642\u6a5f\u548c\u91cd\u8907\u7b49\u5f85\u72c0\u614b\u4f5c\u8a13\u7df4<\/li>\n\n\n\n<li>\u6a21\u578b\u3001\u6578\u64da\u96c6\u53ca\u793a\u7bc4\u9801\u9762\u5747\u5df2\u516c\u958b<\/li>\n\n\n\n<li>\u516b\u9805\u57fa\u6e96\u6e2c\u8a66\u6db5\u84cb\u611f\u77e5\u3001\u8a18\u61b6\u8207\u4e3b\u52d5\u56de\u61c9<\/li>\n\n\n\n<li>\u9069\u5408\u7814\u7a76\u4e32\u6d41\u5f71\u7247\u7406\u89e3\u53ca\u9577\u6642\u9593\u4e0a\u4e0b\u6587\u7684\u5718\u968a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/mcg-nju.github.io\/OneStreamer\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/MCG-NJU\/OneStreamer\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/MCG-NJU\/OneStreamer-4B\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f71\u7247\u756b\u9762\u96e2\u958b\u8996\u7a97\u5f8c\uff0cOneStreamer 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