{"id":37731,"date":"2025-02-03T12:01:01","date_gmt":"2025-02-03T04:01:01","guid":{"rendered":"https:\/\/17aitech.com\/?p=37731"},"modified":"2025-02-03T12:01:01","modified_gmt":"2025-02-03T04:01:01","slug":"%e9%87%8d%e7%a3%85%ef%bc%81%e6%96%af%e5%9d%a6%e7%a6%8f-ai-%e5%9b%a2%e9%98%9f%e8%a2%ab%e6%9b%9d%e6%8a%84%e8%a2%ad%e4%b8%ad%e5%9b%bd%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%bc%80%e6%ba%90%e6%88%90%e6%9e%9c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37731","title":{"rendered":"\u91cd\u78c5\uff01\u65af\u5766\u798f AI \u56e2\u961f\u88ab\u66dd\u6284\u88ad\u4e2d\u56fd\u5927\u6a21\u578b\u5f00\u6e90\u6210\u679c\uff0c\u63a8\u7279\u8206\u8bba\u5f00\u59cb\u53d1\u9175"},"content":{"rendered":"<p>\u8fc7\u53bb\u4e00\u5e74\uff0c\u4e2d\u56fd\u5927\u6a21\u578b\u4e00\u76f4\u88ab\u8d34\u4e0a\u300c\u8ffd\u8d76\u7f8e\u56fd\u300d\u7684\u6807\u7b7e\uff0c\u4f46\u8fd1\u65e5\uff0c\u63a8\u7279\u4e0a\u5374\u6709\u4eba\u66dd\u51fa\uff1a<\/p>\n<p>\u7f8e\u56fd\u65af\u5766\u798f\u5927\u5b66\u7684\u4e00\u4e2a AI \u56e2\u961f\u7591\u4f3c\u6284\u88ad\u3001\u300c\u5957\u58f3\u300d\u4e00\u5bb6\u4e2d\u56fd\u5927\u6a21\u578b\u516c\u53f8\u7684\u5f00\u6e90\u6210\u679c\uff0c\u6a21\u578b\u67b6\u6784\u4e0e\u4ee3\u7801\u5b8c\u5168\u76f8\u540c\u3002<span style=\"color: #FFFFFF\">\u96f7\u5cf0\u7f51<\/span><\/p>\n<p>\u8206\u8bba\u5df2\u7ecf\u5f00\u59cb\u53d1\u9175\uff0c\u5f15\u8d77\u4e86\u5708\u5185\u4eba\u58eb\u7684\u5e7f\u6cdb\u8ba8\u8bba\u3002<span style=\"color: #FFFFFF\">\u96f7\u5cf0\u7f51<\/span><\/p>\n<p>\u6839\u636e AI \u79d1\u6280\u8bc4\u8bba\u6574\u7406\uff0c\u4e8b\u60c5\u7684\u7ecf\u8fc7\u5927\u81f4\u5982\u4e0b\uff1a<\/p>\n<p>5 \u6708 29 \u65e5\uff0c\u65af\u5766\u798f\u5927\u5b66\u7684\u4e00\u4e2a\u7814\u7a76\u56e2\u961f\u53d1\u5e03\u4e86\u4e00\u4e2a\u540d\u4e3a\u300cLlama3V\u300d\u7684\u6a21\u578b\uff0c\u53f7\u79f0\u53ea\u8981 500 \u7f8e\u5143\uff08\u7ea6\u7b49\u4e8e\u4eba\u6c11\u5e01 3650 \u5143\uff09\u5c31\u80fd\u8bad\u7ec3\u51fa\u4e00\u4e2a SOTA \u591a\u6a21\u6001\u6a21\u578b\uff0c\u4e14\u6548\u679c\u6bd4\u80a9 GPT-4V\u3001Gemini Ultra \u4e0e Claude Opus \u3002<\/p>\n<ul class=\" list-paddingleft-2\" style=\"list-style-type: disc\">\n<li>\n<p><span style=\"color: #A5A5A5\">Github\u5f00\u6e90\uff1ahttps:\/\/github.com\/mustafaaljadery\/llama3v<\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"color: #A5A5A5\">HuggingFace\u5f00\u6e90\uff1ahttps:\/\/huggingface.co\/mustafaaljadery\/llama3v\uff08\u5df2\u5220\u5e93\uff09<\/span><\/p>\n<\/li>\n<li>\n<p><span style=\"color: #A5A5A5\">Medium\u53d1\u5e03\u6587\u7ae0\uff1a<\/span><a href=\"https:\/\/aksh-garg.medium.com\/llama-3v-building-an-open-source-gpt-4v-competitor-in-under-500-7dd8f1f6c9ee\" target=\"_blank\" rel=\"nofollow\"><span style=\"color: #A5A5A5\">https:\/\/aksh-garg.medium.com\/llama-3v-building-an-open-source-gpt-4v-competitor-in-under-500-7dd8f1f6c9ee<\/span><\/a><\/p>\n<\/li>\n<li>\n<p><span style=\"color: #A5A5A5\">Twitter\u5b98\u5ba3\u6a21\u578b\uff1a<\/span><a href=\"https:\/\/twitter.com\/AkshGarg03\/status\/1795545445516931355\" target=\"_blank\" rel=\"nofollow\"><span style=\"color: #A5A5A5\">https:\/\/twitter.com\/AkshGarg03\/status\/1795545445516931355<\/span><\/a><\/p>\n<\/li>\n<\/ul>\n<p>\u7531\u4e8e\u8be5\u56e2\u961f\u7684\u4f5c\u8005\uff08Mustafa Aljaddery\u3001Aksh Garg\u3001Siddharth Sharma\uff09\u6765\u81ea\u65af\u5766\u798f\uff0c\u53c8\u96c6\u9f50\u4e86\u7279\u65af\u62c9\u3001SpaceX\u3001\u4e9a\u9a6c\u900a\u4e0e\u725b\u6d25\u5927\u5b66\u7b49\u673a\u6784\u7684\u76f8\u5173\u80cc\u666f\u7ecf\u5386\uff0c\u5f88\u5feb\u8be5\u6a21\u578b\u53d1\u5e03\u7684\u63a8\u7279\u5e16\u5b50\u6d4f\u89c8\u91cf\u5c31\u5df2\u7ecf\u8d85\u8fc7 30 \u4e07\uff0c\u8f6c\u53d1 300+\u6b21\uff0c\u5e76\u8fc5\u901f\u51b2\u5230\u4e86 Hugging Face \u9996\u9875\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2d8d71838574506ec8a02c202cdc369d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2d8d71838574506ec8a02c202cdc369d.png\"><\/a><\/p>\n<p>\u4f46\u5f88\u5feb\uff0c\u6ca1\u8fc7\u51e0\u5929\uff0c\u63a8\u7279\u4e0e Hugging Face \u4e0a\u5c31\u5f00\u59cb\u51fa\u73b0\u6000\u7591\u7684\u58f0\u97f3\uff0c\u8d28\u7591 Llama3V \u5957\u58f3\u9762\u58c1\u667a\u80fd\u5728 5 \u6708\u4e2d\u65ec\u53d1\u5e03\u7684 8B \u591a\u6a21\u6001\u5c0f\u6a21\u578b MiniCPM-Llama3-V 2.5\uff0c\u4e14\u6ca1\u6709\u5728 Llama3V \u7684\u5de5\u4f5c\u4e2d\u8868\u8fbe\u4efb\u4f55\u300c\u81f4\u656c\u300d\u6216\u300c\u611f\u8c22\u300d MiniCPM-Llama3-V 2.5 \u7684\u58f0\u97f3\u3002<\/p>\n<p>\u5bf9\u6b64\uff0cLlama3V \u56e2\u961f\u56de\u590d\uff0c\u4ed6\u4eec\u300c\u53ea\u662f\u4f7f\u7528\u4e86 MiniCPM-Llama3-V 2.5 \u7684 tokenizer\u300d\uff0c\u5e76\u5ba3\u79f0\u300c\u5728 MiniCPM-Llama3-V 2.5 \u53d1\u5e03\u524d\u5c31\u5f00\u59cb\u4e86\u8fd9\u9879\u5de5\u4f5c\u300d\u3002<\/p>\n<p>\u7d27\u63a5\u7740\uff0c6 \u6708 2 \u65e5\uff0c\u6709\u7f51\u53cb\u5728 Llama3V \u7684 Github \u9879\u76ee\u4e0b\u629b\u51fa\u4e8b\u5b9e\u6027\u8d28\u7591\uff0c\u4f46\u5f88\u5feb\u88ab Llama3V \u7684\u56e2\u961f\u5220\u9664\u3002\u4e3a\u6b64\uff0c\u63d0\u51fa\u8d28\u7591\u7684\u7f51\u53cb\u88ab\u6fc0\u6012\u66b4\u8d70\uff0c\u8dd1\u5230\u4e86 MiniCPM-V \u7684 Github \u9875\u9762\u8fdb\u884c\u4e8b\u4ef6\u8fd8\u539f\uff0c\u63d0\u9192\u9762\u58c1\u667a\u80fd\u56e2\u961f\u5173\u6ce8\u6b64\u4e8b\u3002<\/p>\n<p>\u968f\u540e\uff0c\u9762\u58c1\u56e2\u961f\u901a\u8fc7\u6d4b\u8bd5 \uff0c\u53d1\u73b0 Llama3V \u4e0e MiniCPM-Llama3-V 2.5 \u5728\u300c\u80ce\u8bb0\u300d\u822c\u6848\u4f8b\u4e0a\u7684\u8868\u73b0 100% \u96f7\u540c\uff0c\u300c\u4e0d\u4ec5\u6b63\u786e\u7684\u5730\u65b9\u4e00\u6a21\u4e00\u6837\uff0c\u8fde\u9519\u8bef\u7684\u5730\u65b9\u4e5f\u4e00\u6a21\u4e00\u6837\u300d\u3002<\/p>\n<p>\u81f3\u6b64\uff0c\u63a8\u7279\u8206\u8bba\u5f00\u59cb\u53d1\u9175\uff0c\u300c\u65af\u5766\u798f\u6284\u88ad\u4e2d\u56fd\u5927\u6a21\u578b\u300d\u4e00\u4e8b\u4e0d\u80eb\u800c\u8d70\u3002<\/p>\n<p style=\"text-align: center\"><strong>1\u3001\u300c\u5957\u58f3\u300d\u8bc1\u636e\u5b9e\u9524\uff0c\u65af\u5766\u798f\u56e2\u961f\u767e\u53e3\u83ab\u8fa9<\/strong><\/p>\n<p>\u6700\u5f00\u59cb\uff0c\u7528\u6237\u8d28\u7591 Llama3V \u5957\u58f3 MiniCPM-Llama3-V 2.5 \u5f00\u6e90\u6a21\u578b\u65f6\uff0cLlama3V \u4f5c\u8005\u56e2\u961f\u5e76\u4e0d\u627f\u8ba4\uff0c\u800c\u662f\u58f0\u79f0\u4ed6\u4eec\u53ea\u662f\u300c\u4f7f\u7528\u4e86 MiniCPM-Llama3-V 2.5 \u7684 tokenizer\u300d\uff0c\u5e76\u5ba3\u79f0\u4ed6\u4eec\u300c\u5728 MiniCPM-Llama3-V 2.5 \u53d1\u5e03\u524d\u5c31\u5f00\u59cb\u4e86\u8fd9\u9879\u5de5\u4f5c\u300d\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2fffbd6a0b81486a118c51f09b155446.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2fffbd6a0b81486a118c51f09b155446.png\"><\/a><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9d929dbeb401aed8bca7818d9137601b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9d929dbeb401aed8bca7818d9137601b.png\"><\/a><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-bb83e3daa585c48a3b87f25636768c11.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-bb83e3daa585c48a3b87f25636768c11.png\"><\/a><\/p>\n<p>\u4e0d\u8fc7\uff0c\u597d\u5fc3\u7f51\u53cb\u5bf9 Llama3V \u4f5c\u8005\u56e2\u961f\u7684\u56de\u5e94\u5e76\u4e0d\u4e70\u5355\uff0c\u800c\u662f\u5728 Llama3V \u7684 Github Issue \u4e0a\u53d1\u5e03\u4e86\u4e00\u7cfb\u5217\u8d28\u7591\uff0c\u5217\u4e3e\u5177\u4f53 4 \u70b9\u8bc1\u636e\uff0c\u4f46\u5f88\u5feb\u88ab Llama3V \u7684\u56e2\u961f\u5220\u9664\u3002\u5e78\u597d\u4f5c\u8005\u4e8b\u5148\u622a\u4e86\u56fe\u4fdd\u7559\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-20d13b32cfc7f67038be1f40124dc20c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-20d13b32cfc7f67038be1f40124dc20c.png\"><\/a><\/p>\n<p>\u9762\u5bf9\u7f51\u53cb\u7684\u8d28\u7591\uff0cLlama3V \u4f5c\u8005\u53ea\u662f\u907f\u91cd\u5c31\u8f7b\u5730\u56de\u590d\uff0c\u79f0\u4ed6\u4eec\u53ea\u662f\u4f7f\u7528\u4e86 MiniCPM \u7684\u914d\u7f6e\u6765\u89e3\u51b3 Llama3V \u7684\u63a8\u7406 bug\uff0c\u5e76\u79f0\u300cMiniCPM \u7684\u67b6\u6784\u662f\u6765\u81ea Id\u00e9fics\uff0cSigLIP\u4e5f\u6765\u81ea Id\u00e9fics\uff0c\u4ed6\u4eec\u4e5f\u53ea\u662f\u8ffd\u968f Id\u00e9fics \u7684\u5de5\u4f5c\u300d\u800c\u975e MiniCPM \u7684\u5de5\u4f5c\uff0c\u56e0\u4e3a\u300cMiniCPM \u7684\u89c6\u89c9\u90e8\u5206\u4e5f\u662f\u6765\u81ea Id\u00e9fics \u7684\u300d\u2014\u2014<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-4801ac1a5c0ebe624870d7d5cfc5cf49.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-4801ac1a5c0ebe624870d7d5cfc5cf49.png\"><\/a><\/p>\n<p>\u5e76\u4e14\u5c06\u539f\u6765 readme \u91cc\u5f15\u7528\u81f4\u8c22 \u300cMiniCPM-Llama3 \u300d\u6539\u4e3a\u4e86\u300c\u81f4\u8c22 MiniCPM\u300d\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-68efd2d02627191cf84cdefd42446780.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-68efd2d02627191cf84cdefd42446780.png\"><\/a><\/p>\n<p>\u4f46\u6839\u636e\u7f51\u53cb\u7684\u590d\u76d8\u3001\u68b3\u7406\uff0cLlama3V \u5e76\u975e\u53ea\u662f\u7b80\u5355\u7684\u501f\u9274\uff0c\u800c\u662f\u6709 4 \u70b9\u8bc1\u636e\u80fd\u5145\u5206\u8868\u660e\u5176\u300c\u5957\u58f3\u300d\u4e86 MiniCPM-Llama3-V 2.5\u3002<\/p>\n<p><strong>\u8bc1\u636e 1\uff1a<\/strong><\/p>\n<p>Llama3V \u9879\u76ee\u4f7f\u7528\u4e86\u4e0e MiniCPM-Llama3-V 2.5 \u9879\u76ee\u5b8c\u5168\u76f8\u540c\u7684\u6a21\u578b\u7ed3\u6784\u548c\u4ee3\u7801\u5b9e\u73b0\u3002<\/p>\n<p>Llama3-V \u7684\u6a21\u578b\u7ed3\u6784\u548c\u914d\u7f6e\u6587\u4ef6\u4e0e MiniCPM-Llama3-V 2.5 \u5b8c\u5168\u76f8\u540c\uff0c\u53ea\u662f\u53d8\u91cf\u540d\u4e0d\u540c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-99293bf81312fe7006b5c91fbb57a2fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-99293bf81312fe7006b5c91fbb57a2fe.png\"><\/a><\/p>\n<p style=\"text-align: center\"><span style=\"color: #A5A5A5\">\u56fe\u5de6\u4e3a MiniCPM-Llama3-V 2.5\uff0c\u56fe\u53f3\u4e3a Llama3V<\/span><\/p>\n<p>Llama3-V \u7684\u4ee3\u7801\u662f\u901a\u8fc7\u5bf9 MiniCPM-Llama3-V 2.5 \u7684\u4ee3\u7801\u8fdb\u884c\u683c\u5f0f\u8c03\u6574\u548c\u53d8\u91cf\u91cd\u547d\u540d\u5f97\u5230\u7684\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u56fe\u50cf\u5207\u7247\u65b9\u5f0f\u3001tokenizer\u3001\u91cd\u91c7\u6837\u5668\u548c\u6570\u636e\u52a0\u8f7d\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7d182025adf6216e47e57b8bd3db086c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7d182025adf6216e47e57b8bd3db086c.png\"><\/a><\/p>\n<p><strong>\u8bc1\u636e 2\uff1a<\/strong><\/p>\n<p>Llama3V \u56e2\u961f\u79f0\u5176\u300c\u5f15\u7528\u4e86 LLaVA-UHD \u4f5c\u4e3a\u67b6\u6784\u300d\uff0c\u4f46\u4e8b\u5b9e\u662f Llama3V \u4e0e MiniCPM-Llama3-V 2.5 \u7ed3\u6784\u5b8c\u5168\u76f8\u540c\uff0c\u4f46\u5728\u7a7a\u95f4\u6a21\u5f0f\u7b49\u591a\u65b9\u9762\u5374\u4e0e LLaVA-UHD \u6709\u8f83\u5927\u5dee\u5f02\u3002<\/p>\n<p>Llama3-V \u5177\u6709\u4e0e MiniCPM-Llama3V 2.5 \u76f8\u540c\u7684\u6807\u8bb0\u5668\uff08tokenizer\uff09\uff0c\u5305\u62ec MiniCPM-Llama3-V 2.5 \u65b0\u5b9a\u4e49\u7684\u7279\u6b8a\u6807\u8bb0\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-510e9769be0ceca2e9145a5c83da237d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-510e9769be0ceca2e9145a5c83da237d.png\"><\/a><\/p>\n<p><strong>\u8bc1\u636e 3\uff1a<\/strong><\/p>\n<p>Llama3V \u4f5c\u8005\u66fe\u5728 Hugging Face \u4e0a\u76f4\u63a5\u5bfc\u5165\u4e86 MiniCPM-V \u7684\u4ee3\u7801\uff0c\u540e\u6539\u540d\u4e3a Llama3V\u3002\u4e8b\u4ef6\u53d1\u9175\u540e\uff0cAI \u79d1\u6280\u8bc4\u8bba\u6253\u5f00 Hugging Face \u9875\u9762\u53d1\u73b0\u5df2\u7ecf\u300c404\u300d\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-4dd3aef58ccbacd661ff39e8059c4cfa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-4dd3aef58ccbacd661ff39e8059c4cfa.png\"><\/a><\/p>\n<p><span style=\"color: #A5A5A5\">https:\/\/huggingface.co\/mustafaaljadery\/llama3v\/commit\/3bee89259ecac051d5c3e58ab619e3fafef20ea6Llama3V\u00a0<\/span><\/p>\n<p>\u4f5c\u8005\u56de\u5e94\u5220\u9664 Hugging Face \u4ed3\u5e93\u7684\u539f\u56e0\u662f\u300c\u4fee\u590d\u6a21\u578b\u7684\u63a8\u7406\u95ee\u9898\u300d\uff0c\u5e76\u79f0\u4ed6\u4eec\u300c\u5c1d\u8bd5\u4f7f\u7528 MiniCPM-Llama3 \u7684\u914d\u7f6e\uff0c\u4f46\u5e76\u6ca1\u6709\u7528\u300d\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7ddcaa6c004fc29805913f6f728695ac.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7ddcaa6c004fc29805913f6f728695ac.png\"><\/a><\/p>\n<p>\u620f\u5267\u6548\u679c\u62c9\u6ee1\u7684\u662f\uff0c\u8be5\u7f51\u53cb\u968f\u540e\u8d34\u51fa\u4e86\u5982\u4f55\u4f7f\u7528 MiniCPM-Llama3-V \u7684\u4ee3\u7801\uff0c\u8dd1\u901a Llama3V \u6a21\u578b\u63a8\u7406\u7684\u8be6\u7ec6\u6b65\u9aa4\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-1d7ed0b90856dc07edc30fab17a8166c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-1d7ed0b90856dc07edc30fab17a8166c.png\"><\/a><\/p>\n<p>\u5f53 Llama3V \u7684\u4f5c\u8005\u88ab\u8be2\u95ee\u5982\u4f55\u80fd\u5728 MinicPM-Llama3-V2.5 \u53d1\u5e03\u4e4b\u524d\u5c31\u4f7f\u7528\u5b83\u7684 tokenizer \u65f6\uff08\u56e0\u4e3a\u5176\u4e00\u5f00\u59cb\u79f0\u4ed6\u4eec\u5728 MinicPM-Llama3-V2.5 \u53d1\u5e03\u524d\u5c31\u5df2\u7ecf\u5f00\u59cb\u4e86 Llama3V \u7684\u7814\u7a76\uff09\uff0cLlama3V \u7684\u4f5c\u8005\u5f00\u59cb\u6492\u8c0e\uff0c\u79f0\u662f\u4ece\u5df2\u7ecf\u53d1\u5e03\u7684\u4e0a\u4e00\u4ee3 MinicPM-V-2 \u9879\u76ee\u91cc\u62ff\u7684tokenizer\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-94ba75ef2b7c260f64fd3c0ce270dc5a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-94ba75ef2b7c260f64fd3c0ce270dc5a.png\"><\/a><\/p>\n<p>\u4f46\u4e8b\u5b9e\u662f\uff0c\u636e AI \u79d1\u6280\u8bc4\u8bba\u5411\u9762\u58c1\u56e2\u961f\u4e86\u89e3\uff0cMiniCPM-V-2 \u7684 tokenizer \u4e0e MinicPM-Llama3-V2.5 \u5b8c\u5168\u4e0d\u540c\uff0c\u5728Huggingface \u91cc\u662f\u4e24\u4e2a\u6587\u4ef6\uff0c\u300c\u65e2\u4e0d\u662f\u540c\u4e00\u4e2a tokenizer \u4ef6\uff0c\u6587\u4ef6\u5927\u5c0f\u4e5f\u5b8c\u5168\u4e0d\u540c\u300d\u3002<\/p>\n<p>MinicPM-Llama3-v2.5 \u7684 tokenizer \u662f Llama3 \u7684 tokenizer \u52a0\u4e0a MiniCPM-V \u7cfb\u5217\u6a21\u578b\u7684\u4e00\u4e9b\u7279\u6b8a token \u7ec4\u6210\uff0cMiniCPM-v2 \u56e0\u4e3a\u5728 Llama3 \u5f00\u6e90\u4e4b\u524d\u5c31\u53d1\u5e03\uff0c\u6240\u4ee5\u4e0d\u4f1a\u6709 Llama3 \u7684 tokenizer \uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-e489b32b489479ad876aacd94bfe4338.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-e489b32b489479ad876aacd94bfe4338.png\"><\/a><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-99fc2c9e56c66da6c7736a912ec5c670.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-99fc2c9e56c66da6c7736a912ec5c670.png\"><\/a><\/p>\n<p><strong>\u8bc1\u636e 4\uff1a<\/strong><\/p>\n<p>Llama3V \u7684\u4f5c\u8005\u5220\u9664\u4e86 GitHub \u4e0a\u7684\u76f8\u5173 issue\uff0c\u5e76\u4f3c\u4e4e\u4e0d\u5b8c\u5168\u7406\u89e3 MinicPM-Llama3-V2.5 \u7684\u67b6\u6784\u6216 Llama3V \u81ea\u5df1\u7684\u4ee3\u7801\u3002<\/p>\n<p>Perceiver\u91cd\u91c7\u6837\u5668\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\uff0c\u800c\u4e0d\u662f\u4e24\u5c42\u81ea\u6ce8\u610f\u529b\u673a\u5236\u3002SigLIP \u7684 Sigmoid \u6fc0\u6d3b\u51fd\u6570\u5e76\u672a\u7528\u4e8e\u8bad\u7ec3\u591a\u6a21\u6001\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u800c\u4ec5\u7528\u4e8e SigLIP \u7684\u9884\u8bad\u7ec3\u3002<\/p>\n<p>\u4f46 Llama3V \u5728\u8bba\u6587\u4e2d\u7684\u4ecb\u7ecd\u5374\u8bf4\u5176\u91c7\u7528\u4e86\u4e24\u5c42\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0419cd154eedd1586ba9744cceb6e1fb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0419cd154eedd1586ba9744cceb6e1fb.png\"><\/a><\/p>\n<p>\u800c MiniCPM-Llama3-V 2.5 \u548c Llama3V \u4ee3\u7801\u5982\u4e0b\uff0c\u4f53\u73b0\u7684\u5374\u662f\u5355\u5c42\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\uff1a<\/p>\n<p>Llama3-V\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-58a1cd4829528b65ba4b58c5083d2fca.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-58a1cd4829528b65ba4b58c5083d2fca.png\"><\/a><\/p>\n<p>MiniCPM-Llama3-V 2.5\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9464ea40057281104cd7888401194d03.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9464ea40057281104cd7888401194d03.png\"><\/a><\/p>\n<p>\u4e14\u89c6\u89c9\u7279\u5f81\u63d0\u53d6\u4e0d\u9700\u8981\u6fc0\u6d3b sigmoid\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-62743ce8cd31b14847003a3cfdd01d30.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-62743ce8cd31b14847003a3cfdd01d30.png\"><\/a><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-bbe73a22e5d88708f7c192a6ba573817.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-bbe73a22e5d88708f7c192a6ba573817.png\"><\/a><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9ef9832309fb0afd4ff2a500c21cf0d0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9ef9832309fb0afd4ff2a500c21cf0d0.png\"><\/a><\/p>\n<p><\/p>\n<p style=\"text-align: center\"><strong>2\u3001\u63a8\u7279\u8206\u8bba\u53d1\u9175\uff0c\u9762\u58c1\u56de\u5e94<\/strong><\/p>\n<p>6 \u6708 2 \u65e5\u4e0b\u5348\uff0c\u8be5\u4e8b\u4ef6\u5f00\u59cb\u5728\u63a8\u7279\u4e0a\u53d1\u9175\uff0cMiniCPM-V \u7684\u4f5c\u8005\u4eb2\u81ea\u53d1\u5e16\uff0c\u8868\u793a\u300c\u9707\u60ca\u300d\uff0c\u56e0\u4e3a\u65af\u5766\u798f\u7684 Llama3V \u6a21\u578b\u5c45\u7136\u4e5f\u80fd\u8bc6\u522b\u300c\u6e05\u534e\u7b80\u300d\u3002<\/p>\n<p>\u636e AI \u79d1\u6280\u8bc4\u8bba\u5411\u9762\u58c1\u56e2\u961f\u4e86\u89e3\uff0c\u300c\u6e05\u534e\u7b80\u300d\u662f\u6e05\u534e\u5927\u5b66\u4e8e 2008 \u5e74 7 \u6708\u6536\u85cf\u7684\u4e00\u6279\u6218\u56fd\u7af9\u7b80\u7684\u7b80\u79f0\uff1b\u8bc6\u522b\u6e05\u534e\u7b80\u662f MiniCPM-V \u7684\u300c\u80ce\u8bb0\u300d\u7279\u5f81\u3002\u8be5\u8bad\u7ec3\u6570\u636e\u7684\u91c7\u96c6\u548c\u6807\u6ce8\u5747\u7531\u9762\u58c1\u667a\u80fd\u548c\u6e05\u534e\u5927\u5b66\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5b9e\u9a8c\u5ba4\u56e2\u961f\u5185\u90e8\u5b8c\u6210\uff0c\u76f8\u5173\u6570\u636e\u5c1a\u672a\u5bf9\u5916\u516c\u5f00\u3002<\/p>\n<p>\u65af\u5766\u798f\u7684 Llama3V \u6a21\u578b\u8868\u73b0\u4e0e MiniCPM-Llama3-V 2.5 \u68c0\u67e5\u70b9\u7684\u52a0\u566a\u7248\u672c\u9ad8\u5ea6\u76f8\u4f3c\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-82af2b25ddeaa5fa8df94a49687b8343.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-82af2b25ddeaa5fa8df94a49687b8343.png\"><\/a><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-8635f633d03f51a94ffc92668687dd53.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-8635f633d03f51a94ffc92668687dd53.png\"><\/a><\/p>\n<p>\u4ee5\u4e0b\u662f\u9762\u58c1\u56e2\u961f\u6210\u679c\u4e0e Llama3V \u5bf9\u300c\u6e05\u534e\u7b80\u300d\u7684\u8bc6\u522b\u5bf9\u6bd4\u3002\u7ed3\u679c\u663e\u793a\uff0c\u4e24\u4e2a\u6a21\u578b\u4e0d\u4ec5\u6b63\u786e\u7684\u5730\u65b9\u4e00\u6a21\u4e00\u6837\u3001\u9519\u8bef\u7684\u5730\u65b9\u4e5f\u96f7\u540c\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0859a7c5df3e2b92e0d076936e8b8d2f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0859a7c5df3e2b92e0d076936e8b8d2f.png\"><\/a><\/p>\n<p>Q\uff1a\u8bf7\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u7af9\u7b80\u5b57\uff1f<\/p>\n<p>MiniCPM-Llama3-V 2.5\uff1a\u6c11<\/p>\n<p>Llama3-V\uff1a\u6c11<\/p>\n<p>GT\uff1a\u6c11<\/p>\n<p>\u9519\u8bef\u8bc6\u522b\u793a\u4f8b\uff1a<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c9d9190a3fe5dcd836dad9263da48364.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c9d9190a3fe5dcd836dad9263da48364.png\"><\/a><\/p>\n<p>Q\uff1a\u8bf7\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u7af9\u7b80\u5b57\uff1f<\/p>\n<p>MiniCPM-Llama3-V 2.5\uff1a\u541b\u5b50\u00a0<\/p>\n<p>Llama3-V\uff1a\u541b\u5b50<\/p>\n<p>GT\uff1a\u752c<\/p>\n<p>\u4ee5\u4e0b\u662f\u5728 1000 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          <\/a>\n                    <\/p>\n<p>                                            \u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.leiphone.com\/category\/ai\/dw56XnYkNZbN2mBI.html\" target=\"_blank\">\u91cd\u78c5\uff01\u65af\u5766\u798f AI \u56e2\u961f\u88ab\u66dd\u6284\u88ad\u4e2d\u56fd\u5927\u6a21\u578b\u5f00\u6e90\u6210\u679c\uff0c\u63a8\u7279\u8206\u8bba\u5f00\u59cb\u53d1\u9175<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fc7\u53bb\u4e00\u5e74\uff0c\u4e2d\u56fd\u5927\u6a21\u578b\u4e00\u76f4\u88ab\u8d34\u4e0a\u300c\u8ffd\u8d76\u7f8e\u56fd 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