{"id":6316,"date":"2025-08-30T17:10:19","date_gmt":"2025-08-30T09:10:19","guid":{"rendered":"https:\/\/infernews.com\/?p=6316"},"modified":"2025-08-30T17:13:24","modified_gmt":"2025-08-30T09:13:24","slug":"minicpm-v-%e8%a6%96%e8%a6%ba%e8%88%87%e8%aa%9e%e8%a8%80%e7%b5%90%e5%90%88","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/minicpm-v-%e8%a6%96%e8%a6%ba%e8%88%87%e8%aa%9e%e8%a8%80%e7%b5%90%e5%90%88\/","title":{"rendered":"MiniCPM-V 4.5 \u8996\u89ba\u8207\u8a9e\u8a00\u7d50\u5408"},"content":{"rendered":"\n<p><a href=\"https:\/\/github.com\/OpenBMB\/MiniCPM-V\">MiniCPM-V<\/a> \u7684\u6838\u5fc3\u4eae\u9ede\u5728\u65bc\u5176\u9a5a\u4eba\u7684\u6548\u7387\u8207\u6548\u80fd\u5e73\u8861\u3002\u5118\u7ba1\u6a21\u578b\u5c3a\u5bf8\u8f15\u5de7\uff0c\u4f8b\u5982 MiniCPM-V 2.0 \u50c5\u6709 2.4B \u53c3\u6578\uff0c\u800c\u66f4\u65b0\u7684 MiniCPM-V 2.4 \u5247\u70ba 2.8B \u53c3\u6578\uff0c\u5b83\u5011\u537b\u80fd\u5c55\u73fe\u51fa\u8db3\u4ee5\u5ab2\u7f8e\u751a\u81f3\u8d85\u8d8a\u8a31\u591a\u5927\u578b\u6a21\u578b\u7684\u5be6\u529b\uff0c\u4f8b\u5982 LLaVA-1.5 7B\/13B \u6216 Qwen-VL\u3002\u9019\u7a2e\u300c\u5c0f\u800c\u5f37\u5927\u300d\u7684\u7279\u6027\uff0c\u4f7f\u5f97 MiniCPM-V \u5728\u90e8\u7f72\u4e0a\u66f4\u5177\u5f48\u6027\uff0c\u964d\u4f4e\u4e86\u904b\u7b97\u8cc7\u6e90\u7684\u9700\u6c42\uff0c\u70ba\u66f4\u5ee3\u6cdb\u7684\u61c9\u7528\u5834\u666f\u958b\u555f\u4e86\u5927\u9580\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/OpenBMB\/MiniCPM-V\">MiniCPM-V<\/a> \u7cfb\u5217\u5728\u591a\u9805\u95dc\u9375\u80fd\u529b\u4e0a\u8868\u73fe\u51fa\u8272\uff0c\u5c24\u5176\u5728 OCR\uff08\u5149\u5b78\u5b57\u5143\u8fa8\u8b58\uff09\u3001\u7269\u9ad4\u5075\u6e2c\u8207\u8996\u89ba\u63a8\u7406\u65b9\u9762\u3002\u5b83\u4e0d\u50c5\u80fd\u5920\u7cbe\u6e96\u5730\u5f9e\u8907\u96dc\u5716\u50cf\u4e2d\u63d0\u53d6\u6587\u5b57\u8cc7\u8a0a\uff0c\u9084\u80fd\u6709\u6548\u5730\u8b58\u5225\u5716\u50cf\u4e2d\u7684\u7269\u4ef6\uff0c\u4e26\u9032\u4e00\u6b65\u9032\u884c\u9ad8\u5c64\u6b21\u7684\u8a9e\u7fa9\u7406\u89e3\u8207\u63a8\u7406\u3002\u4f8b\u5982\uff0cMiniCPM-V 2.0 \u652f\u63f4\u9ad8\u9054 640&#215;640 \u50cf\u7d20\u7684\u5716\u50cf\u89e3\u6790\u5ea6\uff0c\u800c MiniCPM-V 2.4 \u66f4\u5c07\u5176\u63d0\u5347\u81f3 768&#215;768 \u50cf\u7d20\uff0c\u78ba\u4fdd\u4e86\u5728\u7d30\u7bc0\u8655\u7406\u4e0a\u7684\u5353\u8d8a\u8868\u73fe\u3002\u9019\u610f\u5473\u8457\u7121\u8ad6\u662f\u6587\u4ef6\u8655\u7406\u3001\u8857\u666f\u5206\u6790\uff0c\u9084\u662f\u9700\u8981\u6df1\u5ea6\u5716\u50cf\u7406\u89e3\u7684\u61c9\u7528\uff0cMiniCPM-V \u90fd\u80fd\u63d0\u4f9b\u53ef\u9760\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u6b64\u5916\uff0c\u8a72\u6a21\u578b\u9084\u652f\u63f4\u591a\u8a9e\u8a00\u80fd\u529b\uff0c\u9032\u4e00\u6b65\u64f4\u5c55\u4e86\u5176\u5168\u7403\u61c9\u7528\u7684\u6f5b\u529b\u3002<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"MiniCPM-V 4.5: High-Refresh Rate Video Understanding MLLM\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_Cn23FujYMMU\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FCn23FujYMMU%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/Cn23FujYMMU\" \/><meta itemprop=\"duration\" content=\"PT1M44S\" \/><meta itemprop=\"uploadDate\" content=\"2025-08-28T14:41:14Z\" \/><\/div><div id=\"lyte_Cn23FujYMMU\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FCn23FujYMMU%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">MiniCPM-V 4.5: High-Refresh Rate Video Understanding MLLM<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/Cn23FujYMMU\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FCn23FujYMMU%2F0.jpg\" alt=\"MiniCPM-V 4.5: High-Refresh Rate Video Understanding MLLM\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Join us as we showcase the exciting high-refresh rate video understanding capabilities of MiniCPM-V 4.5, the latest and most powerful model in the MiniCPM-V series. Powered by a new unified 3D-Resampler, MiniCPM-V 4.5 can efficiently process video frames at up to 10FPS, allowing it to accurately perceive and comprehend fast-paced videos like never before. This compilation highlights the model&#039;s state-of-the-art performance on video understanding. See firsthand how MiniCPM-V 4.5 outperforms many proprietary and open-source models, setting a new frontier for efficient and accurate video analysis. Stay tuned to see how MiniCPM-V 4.5&#039;s advanced features, including its hybrid fast\/deep thinking mode and superior OCR capabilities, make it the most performant and versatile MLLM under 30B parameters. Huggingface\uff5chttps:\/\/huggingface.co\/openbmb\/MiniCPM-V-4_5 Github\uff5chttps:\/\/github.com\/OpenBMB\/MiniCPM-o\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<!--more-->\n\n\n\n<p>\u66f4\u4ee4\u4eba\u632f\u596e\u7684\u662f\uff0cOpenBMB \u5df2\u5c07 MiniCPM-V \u958b\u6e90\uff0c\u4e26\u4e14\u63d0\u4f9b\u4e86\u53cb\u5584\u7684\u5546\u7528\u6388\u6b0a\uff0c\u9019\u7121\u7591\u5c07\u6975\u5927\u5730\u63a8\u52d5\u591a\u6a21\u614b AI \u6280\u8853\u7684\u666e\u53ca\u8207\u5275\u65b0\u3002\u9019\u7a2e\u958b\u653e\u7b56\u7565\u4e0d\u50c5\u9f13\u52f5\u4e86\u793e\u7fa4\u53c3\u8207\u6a21\u578b\u7684\u6539\u9032\u8207\u61c9\u7528\u958b\u767c\uff0c\u4e5f\u70ba\u4f01\u696d\u548c\u958b\u767c\u8005\u63d0\u4f9b\u4e86\u4e00\u500b\u5f37\u5927\u800c\u53ef\u9760\u7684\u5de5\u5177\uff0c\u7528\u65bc\u69cb\u5efa\u4e0b\u4e00\u4ee3\u7684\u4eba\u6a5f\u4e92\u52d5\u9ad4\u9a57\u3002\u7121\u8ad6\u662f\u667a\u6167\u52a9\u624b\u3001\u5167\u5bb9\u5275\u4f5c\u5de5\u5177\uff0c\u9084\u662f\u589e\u5f37\u73fe\u5be6\u61c9\u7528\uff0cMiniCPM-V \u90fd\u80fd\u4f5c\u70ba\u4e00\u500b\u9ad8\u6548\u4e14\u9748\u6d3b\u7684\u8996\u89ba\u8a9e\u8a00\u7406\u89e3\u5f15\u64ce\u3002<\/p>\n\n\n\n<p><strong>MiniCPM-V<\/strong>\u662f\u4e00\u7cfb\u5217\u9ad8\u6548\u7684\u7aef\u5230\u7aef\u591a\u6a21\u614b LLM\uff08MLLM\uff09\uff0c\u53ef\u63a5\u53d7\u5716\u50cf\u3001\u8996\u8a0a\u548c\u6587\u5b57\u4f5c\u70ba\u8f38\u5165\uff0c\u4e26\u63d0\u4f9b\u9ad8\u54c1\u8cea\u7684\u6587\u5b57\u8f38\u51fa\u3002 MiniCPM&nbsp;<strong>-o<\/strong>\u4e5f\u63a5\u53d7\u97f3\u8a0a\u4f5c\u70ba\u8f38\u5165\uff0c\u4e26\u4ee5\u7aef\u5230\u7aef\u7684\u65b9\u5f0f\u63d0\u4f9b\u9ad8\u54c1\u8cea\u7684\u8a9e\u97f3\u8f38\u51fa\u3002\u81ea 2024 \u5e74 2 \u6708\u4ee5\u4f86\uff0c\u6211\u5011\u5df2\u767c\u5e03\u4e86\u8a72\u6a21\u578b\u7684 7 \u500b\u7248\u672c\uff0c\u65e8\u5728\u5be6\u73fe<strong>\u5f37\u5927\u7684\u6548\u80fd\u548c\u9ad8\u6548\u7684\u90e8\u7f72<\/strong>\u3002\u76ee\u524d\uff0c\u8a72\u7cfb\u5217\u4e2d\u6700\u503c\u5f97\u95dc\u6ce8\u7684\u6a21\u578b\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MiniCPM-V 4.5<\/strong>\uff1a\ud83d\udd25\ud83d\udd25 MiniCPM-V \u7cfb\u5217\u4e2d\u6700\u65b0\u3001\u529f\u80fd\u6700\u5f37\u5927\u7684\u6a21\u578b\u3002\u8a72\u6a21\u578b\u64c1\u6709\u7e3d\u8a08 8B \u53c3\u6578\uff0c\u5728\u8996\u89ba-\u8a9e\u8a00\u80fd\u529b\u65b9\u9762<strong>\u8d85\u8d8a GPT-4o-latest\u3001Gemini-2.0 Pro \u548c Qwen2.5-VL \u7684 72B<\/strong>\uff0c\u6210\u70ba\u958b\u6e90\u793e\u7fa4\u4e2d\u8868\u73fe\u6700\u9ad8\u7684\u88dd\u7f6e\u7aef\u591a\u6a21\u614b\u6a21\u578b\u3002\u6b64\u7248\u672c\u5e36\u4f86\u4e86<strong>\u5305\u62ec\u9ad8\u6548\u7684\u9ad8 FPS \u548c\u9577\u8996\u8a0a\u7406\u89e3\uff08\u8996\u8a0a token \u58d3\u7e2e\u7387\u9ad8\u9054 96 \u500d\uff09\u3001\u53ef\u63a7\u7684\u6df7\u5408\u5feb\u901f\/\u6df1\u5ea6\u601d\u7dad\u3001\u5f37\u5927\u7684\u624b\u5beb OCR \u4ee5\u53ca\u8907\u96dc\u8868\u683c\/\u6587\u4ef6\u89e3\u6790\u7b49\u65b0\u529f\u80fd<\/strong>\u3002\u6b64\u5916\uff0c\u5b83\u9084\u9032\u4e00\u6b65\u63d0\u5347\u4e86 MiniCPM-V \u7684\u53ef\u4fe1\u4efb\u884c\u70ba\u3001\u591a\u8a9e\u8a00\u652f\u63f4\u548c\u7aef\u5074\u53ef\u90e8\u7f72\u6027\u7b49\u71b1\u9580\u7279\u6027\u3002<\/li>\n\n\n\n<li><\/li>\n\n\n\n<li><strong>MiniCPM-o 2.6<\/strong>\uff1a\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f MiniCPM-o \u7cfb\u5217\u4e2d\u6027\u80fd\u6700\u5f37\u7684\u6a21\u578b\u3002\u9019\u6b3e\u7aef\u5230\u7aef\u6a21\u578b\u64c1\u6709\u7e3d\u8a08 8B \u53c3\u6578\uff0c<strong>\u5728\u8996\u89ba\u3001\u8a9e\u97f3\u548c\u591a\u6a21\u614b\u76f4\u64ad\u65b9\u9762\u5747\u9054\u5230\u4e86\u8207 GPT-4o-202405 \u76f8\u7576\u7684\u6027\u80fd<\/strong>\uff0c\u662f\u958b\u6e90\u793e\u5340\u4e2d\u529f\u80fd\u6700\u8c50\u5bcc\u3001\u6027\u80fd\u6700\u5f37\u7684\u6a21\u578b\u4e4b\u4e00\u3002\u65b0\u589e\u7684\u8a9e\u97f3\u6a21\u5f0f\uff0cMiniCPM-o 2.6<strong>\u652f\u63f4\u96d9\u8a9e\u5373\u6642\u8a9e\u97f3\u5c0d\u8a71\uff0c\u8a9e\u97f3\u53ef\u914d\u7f6e<\/strong>\uff0c\u540c\u6642\u4e5f\u652f\u63f4\u60c5\u7dd2\/\u8a9e\u901f\/\u98a8\u683c\u63a7\u5236\u3001\u7aef\u5c0d\u7aef\u8a9e\u97f3\u514b\u9686\u3001\u89d2\u8272\u626e\u6f14\u7b49\u8da3\u5473\u529f\u80fd\u3002\u5f97\u76ca\u65bc\u512a\u8d8a\u7684 token \u5bc6\u5ea6\uff0cMiniCPM-o 2.6 \u9996\u6b21\u80fd\u5920\u5728iPad \u7b49<strong>\u7aef\u5074\u8a2d\u5099\u4e0a\u652f\u63f4\u591a\u6a21\u614b\u76f4\u64ad\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u7e3d\u800c\u8a00\u4e4b\uff0cMiniCPM-V \u7cfb\u5217\u6a21\u578b\u4ee3\u8868\u4e86\u591a\u6a21\u614b\u4eba\u5de5\u667a\u6167\u767c\u5c55\u7684\u4e00\u500b\u91cd\u8981\u91cc\u7a0b\u7891\u3002\u5b83\u6210\u529f\u5730\u7d50\u5408\u4e86\u8f15\u91cf\u7d1a\u8a2d\u8a08\u3001\u5353\u8d8a\u6027\u80fd\u8207\u5ee3\u6cdb\u7684\u61c9\u7528\u6f5b\u529b\uff0c\u8b49\u660e\u4e86\u5f37\u5927\u7684\u4eba\u5de5\u667a\u6167\u4e0d\u5fc5\u4f9d\u8cf4\u65bc\u9f90\u5927\u7684\u6a21\u578b\u9ad4\u7a4d\u3002\u900f\u904e\u5176\u5728 OCR\u3001\u5075\u6e2c\u548c\u63a8\u7406\u65b9\u9762\u7684\u5353\u8d8a\u80fd\u529b\uff0c\u4ee5\u53ca\u5176\u958b\u6e90\u548c\u5546\u7528\u53cb\u597d\u7684\u7279\u6027\uff0cMiniCPM-V \u6b63\u9010\u6b65\u5f15\u9818\u6211\u5011\u9032\u5165\u4e00\u500b\u66f4\u667a\u6167\u3001\u66f4\u76f4\u89c0\u7684\u4eba\u6a5f\u4e92\u52d5\u6642\u4ee3\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MiniCPM-V 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