{"id":23528,"date":"2024-12-31T19:34:58","date_gmt":"2024-12-31T11:34:58","guid":{"rendered":"http:\/\/139.9.1.231\/?p=23528"},"modified":"2025-01-04T15:30:01","modified_gmt":"2025-01-04T07:30:01","slug":"internlm-xcomposer2-5-omnilive","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/12\/31\/internlm-xcomposer2-5-omnilive\/","title":{"rendered":"InternLM-XComposer2.5-OmniLive\uff1a\u7528\u4e8e\u957f\u671f\u6d41\u5a92\u4f53\u89c6\u9891\u548c\u97f3\u9891\u4ea4\u4e92\u7684\u7efc\u5408\u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf"},"content":{"rendered":"\n<ul class=\"has-light-gray-background-color has-background\"><li><em>Github \uff1a<a href=\"https:\/\/github.com\/InternLM\/InternLM-XComposer\/tree\/main\">https:\/\/github.com\/InternLM\/InternLM-XComposer\/tree\/main<\/a><\/em><\/li><li><em>paper\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/abs\/2412.09596\" target=\"_blank\">https:\/\/arxiv.org\/abs\/2412.09596<\/a><\/em><\/li><\/ul>\n\n\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u6784\u5efa\u80fd\u591f\u5b9e\u65f6\u611f\u77e5\u73af\u5883\u3001\u8fdb\u884c\u590d\u6742\u63a8\u7406\u5e76\u8bb0\u5fc6\u7684\u7cfb\u7edf\uff0c\u5df2\u6210\u4e3a\u7814\u7a76\u8005\u4eec\u8ffd\u6c42\u7684\u76ee\u6807\u3002\u8fd9\u4e0d\u4ec5\u8981\u6c42 AI \u7cfb\u7edf\u80fd\u5904\u7406\u97f3\u9891\u3001\u89c6\u9891\u548c\u6587\u672c\u7b49\u591a\u6a21\u6001\u6570\u636e\uff0c\u8fd8\u9700\u5728\u52a8\u6001\u73af\u5883\u4e2d\u6a21\u62df\u4eba\u7c7b\u611f\u77e5\u3001\u63a8\u7406\u4e0e\u8bb0\u5fc6\u7684\u534f\u540c\u80fd\u529b\u3002\u7136\u800c\uff0c\u73b0\u6709\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLMs\uff09\u5728\u8fd9\u65b9\u9762\u4ecd\u5b58\u5728\u8bf8\u591a\u9650\u5236\uff0c\u5c24\u5176\u662f\u5728\u540c\u65f6\u5904\u7406\u4efb\u52a1\u65f6\u7684\u6548\u7387\u548c\u53ef\u6269\u5c55\u6027\u3002<\/p>\n\n\n\n<p>\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u6765\u81ea\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u3001\u4e2d\u56fd\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u3001\u590d\u65e6\u5927\u5b66\u3001\u4e2d\u56fd\u79d1\u6280\u5927\u5b66\u3001\u6e05\u534e\u5927\u5b66\u3001\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u548c\u5546\u6c64\u96c6\u56e2\u7684\u7814\u7a76\u56e2\u961f\u63a8\u51fa\u4e86\u4e00\u6b3e\u521b\u65b0\u6846\u67b6\u2014\u2014<strong>InternLM-XComposer2.5-OmniLive (IXC2.5-OL)\u3002\u901a\u8fc7\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u8be5\u7cfb\u7edf\u5c06\u611f\u77e5\u3001\u8bb0\u5fc6\u4e0e\u63a8\u7406\u529f\u80fd\u89e3\u8026\uff0c\u5b9e\u73b0\u4e86\u9ad8\u6548\u7684\u5b9e\u65f6\u591a\u6a21\u6001\u4ea4\u4e92\uff0c\u4e3a\u6a21\u62df\u4eba\u7c7b\u8ba4\u77e5\u63d0\u4f9b\u4e86\u5168\u65b0\u8303\u5f0f\u3002<\/strong><\/p>\n\n\n\n<p><strong>1.\u8f93\u5165<\/strong>\uff1a\u6d41\u5f0f\u7684\u89c6\u9891\u6570\u636e\u3001\u6d41\u5f0f\u7684\u97f3\u9891\u6570\u636e\u3002<br><strong>2.\u6d41\u5f0f\u611f\u77e5<\/strong>\uff1a\u611f\u77e5\u6a21\u5757\u5bf9\u8f93\u5165\u8fdb\u884c\u611f\u77e5\u7406\u89e3\u3002<br><strong>3.\u8bb0\u5fc6<\/strong>\uff1a\u5c06\u611f\u77e5\u5230\u7684\u6570\u636e\u4f5c\u4e3a\u8bb0\u5fc6\uff0c\u5199\u5165\u5230\u8bb0\u5fc6\u6c60\u3002<br><strong>4.\u68c0\u7d22\u751f\u6210<\/strong>\uff1a\u4ece\u8bb0\u5fc6\u6c60\u91cc\u68c0\u7d22\u5230\u76f8\u5173\u8bb0\u5fc6\uff0c\u8fdb\u884c\u63a8\u7406\uff0c\u5f97\u5230\u8f93\u51fa\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-119.png\" alt=\"\" class=\"wp-image-23563\" width=\"368\" height=\"334\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-119.png 701w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-119-300x272.png 300w\" sizes=\"(max-width: 368px) 100vw, 368px\" \/><figcaption>(1) \u4e00\u4e2a<strong>\u6d41\u5f0f\u611f\u77e5<\/strong>\u6a21\u5757\u652f\u6301\u6d41\u5f0f\u89c6\u9891\u548c\u97f3\u9891\u8f93\u5165\uff1b(2) \u4e00\u4e2a<strong>\u591a\u6a21\u6001\u957f\u65f6\u8bb0\u5fc6<\/strong>\u6a21\u5757\uff0c\u5c06\u77ed\u671f\u8bb0\u5fc6\u538b\u7f29\u6210\u957f\u671f\u8bb0\u5fc6\uff1b\u4ee5\u53ca (3) \u4e00\u4e2a<strong>\u63a8\u7406<\/strong>\u6a21\u5757\uff0c\u6839\u636e\u68c0\u7d22\u5230\u7684\u8bb0\u5fc6\u56de\u7b54\u67e5\u8be2\u3002<\/figcaption><\/figure><\/div>\n\n\n\n<h2><strong>\u73b0\u6709\u7cfb\u7edf\u7684\u5c40\u9650\u6027<\/strong><\/h2>\n\n\n\n<p><em><strong>1\uff09&nbsp;\u611f\u77e5\u4e0e\u63a8\u7406\u7684\u5272\u88c2<\/strong><\/em>  \u5927\u90e8\u5206\u4e3b\u6d41\u6a21\u578b\u91c7\u7528\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u67b6\u6784\uff0c\u8fd9\u79cd\u8bbe\u8ba1\u5bfc\u81f4\u7cfb\u7edf\u5728\u5904\u7406\u591a\u6a21\u6001\u6570\u636e\u65f6\uff0c\u9700\u8981\u5728\u611f\u77e5\u548c\u63a8\u7406\u95f4\u9891\u7e41\u5207\u6362\u3002\u4f8b\u5982\uff0c\u6a21\u578b\u5728\u5206\u6790\u89c6\u9891\u6d41\u65f6\u53ef\u80fd\u4f1a\u505c\u987f\u4ee5\u5904\u7406\u6587\u672c\u4efb\u52a1\uff0c\u7c7b\u4f3c\u4e8e\u201c\u4eba\u5728\u89c2\u5bdf\u65f6\u65e0\u6cd5\u601d\u8003\u201d\u7684\u72b6\u6001\u3002<\/p>\n\n\n\n<p><em><strong>2\uff09 \u6570\u636e\u5b58\u50a8\u7684\u4f4e\u6548<\/strong><\/em>  \u5f53\u524d\u6a21\u578b\u4f9d\u8d56\u6269\u5c55\u4e0a\u4e0b\u6587\u7a97\u53e3\u5b58\u50a8\u5386\u53f2\u6570\u636e\uff0c\u4f46\u591a\u6a21\u6001\u6570\u636e\uff08\u5982\u89c6\u9891\u6d41\u548c\u97f3\u9891\u6d41\uff09\u4f1a\u5728\u77ed\u65f6\u95f4\u5185\u751f\u6210\u6d77\u91cf\u4fe1\u606f\uff0c\u8fd9\u79cd\u65b9\u6cd5\u96be\u4ee5\u652f\u6491\u957f\u65f6\u95f4\u7684\u6570\u636e\u79ef\u7d2f\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u5c0f\u65f6\u7684\u89c6\u9891\u53ef\u80fd\u8f6c\u5316\u4e3a\u6570\u767e\u4e07\u4e2a\u6807\u8bb0\uff0c\u8fd9\u5bf9\u5b58\u50a8\u548c\u68c0\u7d22\u90fd\u662f\u5de8\u5927\u7684\u6311\u6218\u3002<\/p>\n\n\n\n<p><em><strong>3\uff09 \u6a21\u578b\u67b6\u6784\u7684\u5355\u4e00\u6027<\/strong><\/em>  \u73b0\u6709\u65b9\u6cd5\u5982 Mini-Omni \u548c VideoLLM-Online\uff0c\u867d\u7136\u5c1d\u8bd5\u586b\u8865\u6587\u672c\u4e0e\u89c6\u9891\u7406\u89e3\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff0c\u4f46\u56e0\u8fc7\u5ea6\u4f9d\u8d56\u987a\u5e8f\u5904\u7406\u548c\u6709\u9650\u7684\u8bb0\u5fc6\u6574\u5408\u80fd\u529b\uff0c\u96be\u4ee5\u8fbe\u5230\u4eba\u7c7b\u7ea7\u522b\u7684\u8ba4\u77e5\u6548\u679c\u3002<\/p>\n\n\n\n<h2><strong>InternLM-XComposer2.5-OmniLive \u7684\u521b\u65b0\u8bbe\u8ba1<\/strong><\/h2>\n\n\n\n<p>IXC2.5-OL \u901a\u8fc7\u6a21\u5757\u5316\u67b6\u6784\u6a21\u62df\u4eba\u8111\uff0c\u5c06\u611f\u77e5\u3001\u8bb0\u5fc6\u548c\u63a8\u7406\u5206\u89e3\u4e3a\u4e09\u4e2a\u72ec\u7acb\u4f46\u534f\u540c\u5de5\u4f5c\u7684\u6a21\u5757\uff1a<\/p>\n\n\n\n<ul><li>\u6d41\u5f0f\u611f\u77e5\u6a21\u5757\uff08Streaming Perception Module\uff09<\/li><li>\u591a\u6a21\u6001\u957f\u65f6\u8bb0\u5fc6\u6a21\u5757\uff08Multimodal Long Memory Module\uff09<\/li><li>\u63a8\u7406\u6a21\u5757\uff08Reasoning Module\uff09<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"968\" height=\"880\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-117.png\" alt=\"\" class=\"wp-image-23551\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-117.png 968w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-117-300x273.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-117-768x698.png 768w\" sizes=\"(max-width: 968px) 100vw, 968px\" \/><\/figure>\n\n\n\n<p><em><strong>1\uff09 \u6d41\u5f0f\u611f\u77e5\u6a21\u5757\uff1a\u5b9e\u65f6\u6570\u636e\u6355\u83b7\u4e0e\u7f16\u7801<\/strong><\/em><\/p>\n\n\n\n<p>\u8be5\u6a21\u5757\u5904\u7406\u5b9e\u65f6\u97f3\u9891\u548c\u89c6\u9891\u6d41\uff0c\u4f7f\u7528\u5148\u8fdb\u6a21\u578b\u5982 Whisper\uff08\u97f3\u9891\u7f16\u7801\uff09\u548c OpenAI CLIP-L\/14\uff08\u89c6\u9891\u611f\u77e5\uff09\u63d0\u53d6\u9ad8\u7ef4\u7279\u5f81\u3002\u8d1f\u8d23\u5904\u7406\u89c6\u9891\u548c\u97f3\u9891\u6570\u636e\uff0c\u56e0\u6b64\u5305\u542b\u4e86\u5bf9\u5e94\u7684\u89c6\u9891\u611f\u77e5\u6a21\u5757\u548c\u97f3\u9891\u8f6c\u6362\u6a21\u5757\u3002<\/p>\n\n\n\n<p><strong>\u89c6\u9891\u611f\u77e5\u6a21\u5757\uff1a<\/strong>\u4f7f\u7528\u7684OpenAI\u7684CLIP-L\/14\uff0c\u7528\u4e8e\u5c06\u6bcf\u4e00\u5e27\u89c6\u9891\uff0c\u4e5f\u5c31\u662f\u56fe\u7247\uff0c\u7f16\u7801\u4e3a\u8bed\u4e49\u7279\u5f81\u3002\u5411\u591a\u6a21\u6001\u957f\u65f6\u8bb0\u5fc6\u6a21\u5757\u63d0\u4f9b\u7c97\u7c92\u5ea6\u7684\u89c6\u89c9\u4fe1\u606f\u3002\u00a0\u5b83\u5904\u7406\u5b9e\u65f6\u89c6\u9891\u8f93\u5165\u6d41\uff0c\u5e76\u5c06\u6bcf\u4e00\u5e27\u7f16\u7801\u6210\u8bed\u4e49\u7279\u5f81\u3002\u00a0\u4e3a\u4e86\u63d0\u9ad8\u6548\u7387\uff0c\u6211\u4eec\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u4e86 OpenAI CLIP-L\/14<br>\u7136\u540e\u76f4\u63a5\u5c06\u8bed\u4e49\u7279\u5f81\u9001\u7ed9\u8bb0\u5fc6\u6a21\u5757\u3002<\/p>\n\n\n\n<p><strong>\u97f3\u9891\u611f\u77e5\u6a21\u5757\uff1a<\/strong>\u4e07\u7269\u90fd\u80fdtoken\u3002\u7c7b\u4f3cVLM\u7684\u5904\u7406\uff0c\u5305\u542b\u97f3\u9891\u7f16\u7801\u5668(Whisper)\u3001\u97f3\u9891\u6295\u5f71\u5668\u3001\u5c0f\u578b\u8bed\u8a00\u6a21\u578b(Qwen2-1.8B)<\/p>\n\n\n\n<p>\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u6709\u4e24\u4e2a\uff1a\u97f3\u9891\u7c7b\u522b\uff1b\u97f3\u9891\u8f6c\u6587\u672c\u3002<\/p>\n\n\n\n<ul><li>\u4efb\u52a1\uff1a\u6355\u83b7\u5e76\u7f16\u7801\u5173\u952e\u4fe1\u606f\uff0c\u5982\u8bed\u97f3\u5185\u5bb9\u3001\u73af\u5883\u97f3\u7b49\uff0c\u76f4\u63a5\u5b58\u5165\u8bb0\u5fc6\u6a21\u5757\u3002<\/li><li>\u5e94\u7528\uff1a\u97f3\u89c6\u9891\u4f1a\u8bae\u7684\u5b9e\u65f6\u5b57\u5e55\u751f\u6210\u3001\u667a\u80fd\u76d1\u63a7\u4e2d\u5f02\u5e38\u4e8b\u4ef6\u8bc6\u522b\u3002<\/li><\/ul>\n\n\n\n<p>\u5305\u542b\u4e00\u4e2a\u97f3\u9891\u7f16\u7801\u5668\u3001\u4e00\u4e2a\u97f3\u9891\u6295\u5f71\u5668\u548c\u4e00\u4e2a\u5c0f\u8bed\u8a00\u6a21\u578b (SLM)\u3002\u00a0\u97f3\u9891\u7f16\u7801\u5668\u5c06\u8f93\u5165\u97f3\u9891\u6837\u672c\u7f16\u7801\u6210\u9ad8\u7ef4\u7279\u5f81\uff0c\u97f3\u9891\u6295\u5f71\u5668\u8fdb\u4e00\u6b65\u5c06\u7279\u5f81\u6620\u5c04\u5230 SLM \u7684\u8f93\u5165\u7a7a\u95f4\u3002\u00a0SLM \u8f93\u51fa\u97f3\u9891\u7684\u7c7b\u522b\uff08\u4f8b\u5982\uff0c\u7b11\u58f0\u3001\u9f13\u638c\u58f0\u6216\u96e8\u58f0\uff09\u4ee5\u53ca\u97f3\u9891\u4e2d\u7684\u81ea\u7136\u8bed\u8a00\uff08\u5373\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\u7ed3\u679c\uff09\u3002\u00a0\u5728\u5b9e\u8df5\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528 Whisper\u6a21\u578b\u4f5c\u4e3a\u97f3\u9891\u7f16\u7801\u5668\uff0c\u5e76\u4f7f\u7528 Qwen2-1.8B\u00a0\u00a0\u4f5c\u4e3a SLM\u3002<\/p>\n\n\n\n<p><em><strong>2\uff09 \u591a\u6a21\u6001\u957f\u65f6\u8bb0\u5fc6\u6a21\u5757\uff1a\u9ad8\u6548\u5b58\u50a8\u4e0e\u68c0\u7d22<\/strong><\/em><\/p>\n\n\n\n<p>\u591a\u6a21\u6001\u957f\u65f6\u8bb0\u5fc6\u6a21\u5757\u662f\u5904\u7406\u6781\u957f\u89c6\u9891\u8f93\u5165\u7684\u6838\u5fc3\u8bbe\u8ba1\uff0c\u5b83\u5e2e\u52a9\u63a8\u7406\u6a21\u5757\u6446\u8131\u5176\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e2d\u6570\u767e\u4e07\u4e2a\u7b26\u5143\u3002\u00a0\u5b83\u4e0e VideoStreaming\u00a0\u7684\u601d\u60f3\u7c7b\u4f3c\uff0c\u5373\u5c06\u89c6\u9891\u7247\u6bb5\u7f16\u7801\u6210\u77ed\u671f\u8bb0\u5fc6\uff0c\u5e76\u5c06\u5176\u6574\u5408\u5230\u957f\u671f\u8bb0\u5fc6\u4e2d\u3002\u00a0\u7ed9\u5b9a\u95ee\u9898\u540e\uff0c\u5b83\u4f1a\u4e3a\u63a8\u7406\u6a21\u5757\u68c0\u7d22\u6700\u76f8\u5173\u7684\u89c6\u9891\u7247\u6bb5\u3002<\/p>\n\n\n\n<p>\u6b64\u6a21\u5757\u7684\u6838\u5fc3\u529f\u80fd\u662f\u5c06\u77ed\u671f\u8bb0\u5fc6\u538b\u7f29\u4e3a\u9ad8\u6548\u7684\u957f\u671f\u8868\u793a\u3002<\/p>\n\n\n\n<ul><li>\u65b9\u6cd5\uff1a\u901a\u8fc7\u7b97\u6cd5\u4f18\u5316\uff0c\u80fd\u591f<strong>\u5c06\u6570\u767e\u4e07\u5e27\u89c6\u9891\u6d53\u7f29\u6210\u7d27\u51d1\u7684\u8bb0\u5fc6\u5355\u5143<\/strong>\uff0c\u6709\u6548\u51cf\u5c11\u5b58\u50a8\u6210\u672c\u5e76\u63d0\u5347\u68c0\u7d22\u51c6\u786e\u6027\u3002<\/li><li>\u4f18\u52bf\uff1a\u5927\u5e45\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u7684\u5360\u7528\uff0c\u4e3a\u5b9e\u65f6\u4ea4\u4e92\u63d0\u4f9b\u652f\u6301\u3002<\/li><\/ul>\n\n\n\n<p>\u591a\u6a21\u6001\u63a8\u7406\u6240\u5360\u7528\u7684token\u662f\u975e\u5e38\u591a\u7684\uff0c\u56e0\u4e3a\u8981\u5bf9\u4e00\u5f20\u56fe\u7247\u8fdb\u884c\u52a8\u6001\u5207\u5206\u3002\u6240\u4ee5\u5fc5\u987b\u8003\u8651\u8bb0\u5fc6\u7684\u5b58\u50a8\u3002\u4f9d\u8d56\u957f\u4e0a\u4e0b\u6587\u6765\u5b58\u50a8\u5386\u53f2\u4fe1\u606f\u5bf9\u4e8e\u957f\u671f\u4f7f\u7528\u800c\u8a00\u662f\u4e0d\u5207\u5b9e\u9645\u7684\u3002\u8fd9\u91cc\u91c7\u7528\u4e86\u7c7b\u4f3cMem0\u7684\u65b9\u6cd5\uff0c\u538b\u7f29-\u68c0\u7d22\u65b9\u6cd5\u3002<strong>\u80fd\u591f\u4ec5\u4fdd\u7559\u4e0e\u67e5\u8be2\u76f8\u5173\u7684token\uff0c\u53bb\u6389\u5197\u4f59\u7684token<\/strong>\u3002<\/p>\n\n\n\n<p><strong>\u65b9\u6cd5<\/strong>\uff1a\u5c06\u89c6\u9891\u7247\u6bb5\u7f16\u7801\u4e3a\u77ed\u671f\u8bb0\u5fc6\uff0c\u6574\u5408\u4e3a\u957f\u671f\u8bb0\u5fc6\u3002\u68c0\u7d22\u5230\u6700\u76f8\u5173\u7684\u89c6\u9891\u7247\u6bb5\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u3002<\/p>\n\n\n\n<p><strong>1.\u89c6\u9891\u7247\u6bb5\u538b\u7f29<\/strong>\uff1a<strong>\u5bf9\u89c6\u9891\u7247\u6bb5\u505a\u7a7a\u95f4\u4e0b\u91c7\u6837\u7f16\u7801\u4e3a\u77ed\u671f\u8bb0\u5fc6\u548c\u5168\u5c40\u8bb0\u5fc6\u3002<\/strong><br><strong>2.\u8bb0\u5fc6\u6574\u5408<\/strong>\uff1a\u77ed\u671f\u8bb0\u5fc6\u662f\u89c6\u9891\u7247\u6bb5\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u4e3a\u4e86\u5f97\u5230\u957f\u671f\u8bb0\u5fc6\uff0c\u5bf9\u77ed\u671f\u548c\u5168\u5c40\u8bb0\u5fc6\u6574\u5408\u3002<br><strong>3.\u89c6\u9891\u7247\u6bb5\u68c0\u7d22<\/strong>\uff1a\u63a5\u6536\u5230query\u540e\uff0c<strong>\u5c06\u5176\u7f16\u7801\u5230\u8bb0\u5fc6\u7684\u7279\u5f81\u7a7a\u95f4\uff0c\u5177\u4f53\u7f16\u7801\u8fc7\u7a0b\u662f\u5c06\u957f\u671f\u8bb0\u5fc6\u548cquery\u4f5c\u4e3a\u538b\u7f29\u5668\u7684\u8f93\u5165\uff0c\u53d6\u6700\u540e\u7684token\u7684\u9690\u85cf\u72b6\u6001\u4f5c\u4e3aquery\u7279\u5f81\u3002\u4f7f\u7528query\u7279\u5f81\u8ba1\u7b97\u4e0e\u6bcf\u4e2a\u89c6\u9891\u7247\u6bb5\u7684\u5168\u5c40\u7279\u5f81\u7684\u76f8\u4f3c\u6027\uff0c\u5f97\u5230\u6700\u76f8\u5173\u7684\u89c6\u9891\u7247\u6bb5\u548c\u8bb0\u5fc6\u4fe1\u606f\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u89c6\u9891\u7247\u6bb5\u68c0\u7d22\u3002<\/strong>\u00a0\u5f53\u7528\u6237\u63d0\u51fa\u95ee\u9898\u65f6\uff0c\u591a\u6a21\u6001\u957f\u671f\u8bb0\u5fc6\u6a21\u5757\u68c0\u7d22\u4e0e\u95ee\u9898\u76f8\u5173\u7684\u89c6\u9891\u7247\u6bb5\uff0c\u5e76\u5c06\u89c6\u9891\u7247\u6bb5\u53ca\u5176\u77ed\u671f\u8bb0\u5fc6\u63d0\u4f9b\u7ed9\u63a8\u7406\u6a21\u5757\u3002\u00a0\u5728\u5b9e\u8df5\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5c06\u95ee\u9898\u7f16\u7801\u5230\u8bb0\u5fc6\u7684\u7279\u5f81\u7a7a\u95f4\u3002\u00a0\u6211\u4eec\u5c06\u957f\u671f\u8bb0\u5fc6\u4e0e\u6807\u8bb0\u5316\u7684\u63d0\u95ee\u8fde\u63a5\u8d77\u6765\u4f5c\u4e3a\u538b\u7f29\u5668\u7684\u8f93\u5165\uff0c\u5e76\u5c06\u8f93\u51fa\u7279\u5f81\u7684\u6700\u540e\u4e00\u4e2a\u7b26\u5143\u89c6\u4e3a\u4e0e\u8bb0\u5fc6\u7a7a\u95f4\u5bf9\u9f50\u7684\u95ee\u9898\u7279\u5f81\u3002\u00a0\u7136\u540e\uff0c\u6211\u4eec\u8ba1\u7b97\u95ee\u9898\u7279\u5f81\u4e0e\u6bcf\u4e2a\u89c6\u9891\u7684\u5168\u5c40\u8bb0\u5fc6\u4e4b\u95f4\u7684\u76f8\u4f3c\u5ea6\uff0c\u5e76\u4e3a\u63a8\u7406\u6a21\u5757\u9009\u62e9\u6700\u76f8\u5173\u7684\u7247\u6bb5\u3002<\/p>\n\n\n\n<p><em><strong>3\uff09 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\u4efb\u52a1\u961f\u5217<\/em>\u3002&nbsp;\u4e00\u4e2a\u989d\u5916\u7684 TTS \u7ebf\u7a0b\uff08<em>\u4f8b\u5982<\/em>\uff0cF5-TTS&nbsp;[20]\uff0cMeloTTS&nbsp;[154]\uff09\u5c06\u628a\u6765\u81ea<em>TTS \u4efb\u52a1\u961f\u5217<\/em>\u7684\u6587\u672c\u8f6c\u6362\u6210\u97f3\u9891\u5e76\u53d1\u9001\u5230\u524d\u7aef\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"548\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-118-1024x548.png\" alt=\"\" class=\"wp-image-23552\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-118-1024x548.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-118-300x161.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-118-768x411.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/12\/image-118.png 1377w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u672a\u6765\u7684\u6539\u8fdb\u70b9\uff1a<br>1.\u7f16\u7801\u5668\u4f18\u5316<\/strong>\uff1a\u9009\u62e9\u5782\u76f4\u9886\u57df\u7684\u7f16\u7801\u5668\uff0c\u63d0\u5347\u89c6\u9891\u548c\u97f3\u9891\u7406\u89e3\u80fd\u529b\u3002<br><strong>2.\u591a\u6a21\u6001\u7684\u957f\u671f\u8bb0\u5fc6\u6a21\u5757<\/strong>\uff1a\u8fd9\u65b9\u9762\u662f\u6838\u5fc3\u3002\u53ef\u4ee5\u53c2\u8003mem0\u5c06\u89c6\u9891\u548c\u97f3\u9891\u8bb0\u5fc6\u5b58\u50a8\u5230\u591a\u6a21\u6001\u77e5\u8bc6\u56fe\u8c31\u4e2d\uff0c\u8fd8\u6709\u9488\u5bf9\u6bcf\u4e2a\u7528\u6237\u7684\u952e\u503c\u6570\u636e\u5e93\uff0c\u5411\u91cf\u6570\u636e\u5e93\uff0c\u56fe\u5f62\u6570\u636e\u5e93\u7b49\u3002\u8fd9\u6837\u624d\u80fd\u66f4\u4e3a\u4e2a\u6027\u5316\uff0c\u589e\u5f3a\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n<h2><strong><strong>\u6027\u80fd\u6d4b\u8bd5\u4e0e\u7814\u7a76\u6210\u679c<\/strong><\/strong><\/h2>\n\n\n\n<p><em><strong>1\uff09 \u5353\u8d8a\u7684\u57fa\u51c6\u6d4b\u8bd5\u6210\u7ee9<\/strong><\/em>IXC2.5-OL \u5728\u591a\u9879\u56fd\u9645\u6743\u5a01\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\uff1a<\/p>\n\n\n\n<ul><li>\u97f3\u9891\u5904\u7406<ul><li>\u5728 Wenetspeech \u4e2d\u6587\u6d4b\u8bd5\u96c6\u4e0a\uff0c\u8bed\u97f3\u8bc6\u522b\u7684\u8bcd\u9519\u8bef\u7387\uff08WER\uff09\u4e3a 7.8%\uff0c\u8fdc\u8d85 VITA \u548c Mini-Omni\u3002<\/li><li>\u5728 LibriSpeech \u82f1\u6587\u57fa\u51c6\u4e0a\uff0c\u201c\u6e05\u6670\u201d\u73af\u5883\u4e0b\u7684 WER \u4e3a 2.5%\uff0c\u800c\u5728\u566a\u58f0\u73af\u5883\u4e2d\u4e5f\u8fbe\u5230\u4e86 9.2% \u7684\u4f18\u79c0\u6210\u7ee9\u3002<\/li><\/ul><\/li><li>\u89c6\u9891\u5904\u7406<ul><li>\u5728 MLVU \u548c StreamingBench \u7684\u89c6\u9891\u63a8\u7406\u4e0e\u5f02\u5e38\u8bc6\u522b\u6d4b\u8bd5\u4e2d\uff0c\u5206\u522b\u53d6\u5f97\u4e86 66.2% \u548c 73.79% \u7684\u8bc4\u5206\uff0c\u521b\u4e0b\u884c\u4e1a\u65b0\u9ad8\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<p><em><strong>2\uff09 \u9ad8\u6548\u7684\u591a\u6a21\u6001\u5904\u7406\u80fd\u529b<\/strong><\/em>\u6d41\u5f0f\u611f\u77e5\u6a21\u5757\u901a\u8fc7\u538b\u7f29\u548c\u8bb0\u5fc6\u673a\u5236\uff0c\u5b9e\u73b0\u4e86\u5bf9\u591a\u6a21\u6001\u6570\u636e\u7684\u5b9e\u65f6\u5904\u7406\u3002\u7cfb\u7edf\u80fd\u591f\u540c\u65f6\u5904\u7406\u6570\u767e\u4e07\u6807\u8bb0\uff0c\u68c0\u7d22\u901f\u5ea6\u5feb\u4e14\u6570\u636e\u635f\u5931\u7387\u4f4e\uff0c\u9002\u5408\u9700\u8981\u957f\u671f\u4ea4\u4e92\u7684\u52a8\u6001\u73af\u5883\u3002<\/p>\n\n\n\n<p><em><strong>3\uff09 \u5f00\u653e\u6027\u4e0e\u6613\u7528\u6027<\/strong><\/em>\u7814\u7a76\u56e2\u961f\u5df2\u5c06\u5168\u90e8\u4ee3\u7801\u3001\u6a21\u578b\u53ca\u63a8\u7406\u6846\u67b6\u516c\u5f00\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5feb\u901f\u96c6\u6210\u5e76\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n\n\n\n<h2><strong>\u5b9e\u9645\u5e94\u7528\u573a\u666f<\/strong><\/h2>\n\n\n\n<p><em><strong>1\uff09 \u667a\u80fd\u76d1\u63a7\u4e0e\u5f02\u5e38\u68c0\u6d4b<\/strong><\/em>   IXC2.5-OL \u7684\u5b9e\u65f6\u89c6\u9891\u5904\u7406\u80fd\u529b\uff0c\u9002\u7528\u4e8e\u667a\u80fd\u76d1\u63a7\u7cfb\u7edf\u4e2d\u5f02\u5e38\u4e8b\u4ef6\u7684\u81ea\u52a8\u8bc6\u522b\uff0c\u5982\u516c\u5171\u573a\u6240\u7684\u884c\u4e3a\u5f02\u5e38\u5206\u6790\u3002<\/p>\n\n\n\n<p><em><strong>2\uff09 \u667a\u80fd\u4f1a\u8bae\u52a9\u624b<\/strong><\/em>  \u901a\u8fc7\u5b9e\u65f6\u611f\u77e5\u97f3\u9891\u4e0e\u89c6\u9891\u6d41\uff0c\u8be5\u6846\u67b6\u53ef\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u667a\u80fd\u4f1a\u8bae\u52a9\u624b\u670d\u52a1\uff0c\u5305\u62ec\u5b9e\u65f6\u8bb0\u5f55\u3001\u6458\u8981\u751f\u6210\u4ee5\u53ca\u4efb\u52a1\u63d0\u9192\u3002<\/p>\n\n\n\n<p><em><strong>3\uff09 \u6559\u80b2\u4e0e\u5b66\u4e60<\/strong><\/em>  \u5728\u5728\u7ebf\u6559\u80b2\u4e2d\uff0cIXC2.5-OL \u53ef\u4f5c\u4e3a\u865a\u62df\u5bfc\u5e08\uff0c\u5b9e\u65f6\u5206\u6790\u5b66\u4e60\u8005\u7684\u884c\u4e3a\u53cd\u9988\u5e76\u8c03\u6574\u6559\u5b66\u7b56\u7565\uff0c\u540c\u65f6\u8bb0\u5f55\u5b66\u4e60\u6570\u636e\u4ee5\u4f18\u5316\u8bfe\u7a0b\u5185\u5bb9\u3002<\/p>\n\n\n\n<p><em><strong>4\uff09 \u533b\u7597\u8f85\u52a9\u8bca\u65ad<\/strong><\/em> \u957f\u65f6\u8bb0\u5fc6\u6a21\u5757\u80fd\u591f\u5b58\u50a8\u5e76\u5feb\u901f\u68c0\u7d22\u60a3\u8005\u7684\u5386\u53f2\u75c5\u5386\u6570\u636e\uff0c\u7ed3\u5408\u5b9e\u65f6\u611f\u77e5\u4e0e\u63a8\u7406\u529f\u80fd\uff0c\u8f85\u52a9\u533b\u751f\u505a\u51fa\u51c6\u786e\u8bca\u65ad\u3002<\/p>\n\n\n\n<h2><strong>\u7ed3\u8bed<\/strong><\/h2>\n\n\n\n<p>IXC2.5-OL \u7684\u6a21\u5757\u5316\u8bbe\u8ba1\u4ece\u672c\u8d28\u4e0a\u89e3\u51b3\u4e86\u4f20\u7edf\u7cfb\u7edf\u7684\u8bf8\u591a\u5c40\u9650\uff1a<\/p>\n\n\n\n<ul><li>\u611f\u77e5\u3001\u8bb0\u5fc6\u4e0e\u63a8\u7406\u7684\u5206\u5de5\u534f\u4f5c\uff1a\u6a21\u62df\u4eba\u8111\u7684\u5904\u7406\u65b9\u5f0f\uff0c\u786e\u4fdd\u4e86\u7cfb\u7edf\u7684\u9ad8\u6548\u6027\u4e0e\u53ef\u6269\u5c55\u6027\u3002<\/li><li>\u5b9e\u65f6\u591a\u6a21\u6001\u4ea4\u4e92\uff1a\u5b9e\u73b0\u4e86\u97f3\u9891\u3001\u89c6\u9891\u548c\u6587\u672c\u7684\u540c\u6b65\u5904\u7406\uff0c\u4e3a\u52a8\u6001\u73af\u5883\u4e2d\u7684\u590d\u6742\u5e94\u7528\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\u3002<\/li><li>\u9ad8\u6548\u5b58\u50a8\u4e0e\u68c0\u7d22\uff1a\u901a\u8fc7\u8bb0\u5fc6\u538b\u7f29\u673a\u5236\uff0c\u5c06\u957f\u671f\u591a\u6a21\u6001\u4ea4\u4e92\u7684\u8ba1\u7b97\u4e0e\u5b58\u50a8\u6210\u672c\u964d\u81f3\u6700\u4f4e\u3002<\/li><\/ul>\n\n\n\n<p>\u968f\u7740 AI \u6280\u672f\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\uff0cIXC2.5-OL \u4e0d\u4ec5\u5c06\u7ee7\u7eed\u63a8\u52a8\u4eba\u673a\u4ea4\u4e92\u7684\u9769\u65b0\uff0c\u8fd8\u4e3a\u6784\u5efa\u66f4\u63a5\u8fd1\u4eba\u7c7b\u8ba4\u77e5\u7684 AI \u7cfb\u7edf\u63d0\u4f9b\u4e86\u91cd\u8981\u53c2\u8003\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Github \uff1ahttps:\/\/github.com\/InternLM\/InternLM-XComposer\/ &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/12\/31\/internlm-xcomposer2-5-omnilive\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">InternLM-XComposer2.5-OmniLive\uff1a\u7528\u4e8e\u957f\u671f\u6d41\u5a92\u4f53\u89c6\u9891\u548c\u97f3\u9891\u4ea4\u4e92\u7684\u7efc\u5408\u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,9,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/23528"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=23528"}],"version-history":[{"count":38,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/23528\/revisions"}],"predecessor-version":[{"id":23631,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/23528\/revisions\/23631"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=23528"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=23528"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=23528"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}