{"id":35100,"date":"2024-12-18T14:59:57","date_gmt":"2024-12-18T06:59:57","guid":{"rendered":"https:\/\/17aitech.com\/?p=35100"},"modified":"2024-12-18T14:59:57","modified_gmt":"2024-12-18T06:59:57","slug":"%e6%b2%a1%e6%9c%89%e7%ad%89%e6%9d%a5openai%e5%bc%80%e6%ba%90gpt-4o%ef%bc%8c%e7%ad%89%e6%9d%a5%e4%ba%86%e5%bc%80%e6%ba%90%e7%89%88vita","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35100","title":{"rendered":"\u6ca1\u6709\u7b49\u6765OpenAI\u5f00\u6e90GPT-4o\uff0c\u7b49\u6765\u4e86\u5f00\u6e90\u7248VITA"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-14-5\" target=\"_blank\">\u6ca1\u6709\u7b49\u6765OpenAI\u5f00\u6e90GPT-4o\uff0c\u7b49\u6765\u4e86\u5f00\u6e90\u7248VITA<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"11\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u5f00\u6e90\u9886\u57df\u53c8\u4f20\u6765\u597d\u6d88\u606f\u3002<\/section>\n<\/section>\n<\/blockquote>\n<section>\n<p>\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark> (LLM) \u7ecf\u5386\u4e86\u91cd\u5927\u7684\u6f14\u53d8\uff0c\u6700\u8fd1\uff0c\u6211\u4eec\u4e5f\u76ee\u7779\u4e86\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark> (MLLM) \u7684\u84ec\u52c3\u53d1\u5c55\uff0c\u5b83\u4eec\u8868\u73b0\u51fa\u4ee4\u4eba\u60ca\u8bb6\u7684\u591a\u6a21\u6001\u80fd\u529b\u3002<\/p>\n<p>\u7279\u522b\u662f\uff0cGPT-4o \u7684\u51fa\u73b0\u663e\u8457\u63a8\u52a8\u4e86 MLLM \u9886\u57df\u7684\u53d1\u5c55\u3002\u7136\u800c\uff0c\u4e0e\u8fd9\u4e9b\u6a21\u578b\u76f8\u5bf9\u5e94\u7684\u5f00\u6e90\u6a21\u578b\u5374\u660e\u663e\u4e0d\u8db3\u3002\u5f00\u6e90\u793e\u533a\u8feb\u5207\u9700\u8981\u8fdb\u4e00\u6b65\u4fc3\u8fdb\u8be5\u9886\u57df\u7684\u53d1\u5c55\uff0c\u8fd9\u4e00\u70b9\u600e\u4e48\u5f3a\u8c03\u4e5f\u4e0d\u4e3a\u8fc7\u3002<\/p>\n<p>\u672c\u6587 \uff0c\u6765\u81ea<mark data-type=\"institutions\" data-id=\"e3f47c14-ff22-49c7-8e82-4745dc37b451\">\u817e\u8baf<\/mark>\u4f18\u56fe\u5b9e\u9a8c\u5ba4\u7b49\u673a\u6784\u7684\u7814\u7a76\u8005\u63d0\u51fa\u4e86 VITA\uff0c\u8fd9\u662f\u7b2c\u4e00\u4e2a\u5f00\u6e90\u7684\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark> (MLLM)\uff0c\u5b83\u80fd\u591f\u540c\u65f6\u5904\u7406\u548c\u5206\u6790\u89c6\u9891\u3001\u56fe\u50cf\u3001\u6587\u672c\u548c\u97f3\u9891\u6a21\u6001\uff0c\u540c\u65f6\u5177\u6709\u5148\u8fdb\u7684\u591a\u6a21\u6001\u4ea4\u4e92\u4f53\u9a8c\u3002<\/p>\n<p>\u7814\u7a76\u8005\u4ee5 Mixtral 8\u00d77B \u4e3a\u8bed\u8a00\u57fa\u7840\uff0c\u7136\u540e\u6269\u5927\u5176\u6c49\u8bed\u8bcd\u6c47\u91cf\uff0c\u5e76\u8fdb\u884c\u53cc\u8bed\u6307\u4ee4\u5fae\u8c03\u3002\u9664\u6b64\u4ee5\u5916\uff0c\u7814\u7a76\u8005\u8fdb\u4e00\u6b65\u901a\u8fc7\u591a\u6a21\u6001\u5bf9\u9f50\u548c\u6307\u4ee4\u5fae\u8c03\u7684\u4e24\u9636\u6bb5<mark data-type=\"tech_methods\" data-id=\"e240bcd1-bf0d-4628-b794-f07f3bea7083\">\u591a\u4efb\u52a1\u5b66\u4e60<\/mark>\u8d4b\u4e88<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u89c6\u89c9\u548c\u97f3\u9891\u80fd\u529b\u3002<\/p>\n<p>VITA \u5c55\u793a\u4e86\u5f3a\u5927\u7684\u591a\u8bed\u8a00\u3001\u89c6\u89c9\u548c\u97f3\u9891\u7406\u89e3\u80fd\u529b\uff0c\u5176\u5728\u5355\u6a21\u6001\u548c\u591a\u6a21\u6001<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6d4b\u8bd5\u4e2d\u7684\u51fa\u8272\u8868\u73b0\u8bc1\u660e\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n<p>\u9664\u4e86\u57fa\u7840\u80fd\u529b\uff0c\u8be5\u7814\u7a76\u5728\u63d0\u5347\u81ea\u7136\u591a\u6a21\u6001<mark data-type=\"tech_tasks\" data-id=\"f6e8725e-6ffd-494f-91d1-ba8214e76434\">\u4eba\u673a\u4ea4\u4e92<\/mark>\u4f53\u9a8c\u65b9\u9762\u4e5f\u53d6\u5f97\u4e86\u957f\u8db3\u8fdb\u6b65\u3002\u636e\u4e86\u89e3\uff0c\u8fd9\u662f\u7b2c\u4e00\u4e2a\u5728 MLLM \u4e2d\u5229\u7528\u975e\u5524\u9192\u4ea4\u4e92\u548c\u97f3\u9891\u4e2d\u65ad\u7684\u7814\u7a76\u3002\u7814\u7a76\u8005\u8fd8\u8bbe\u8ba1\u4e86\u989d\u5916\u7684\u72b6\u6001 token \u4ee5\u53ca\u76f8\u5e94\u7684\u8bad\u7ec3\u6570\u636e\u548c\u7b56\u7565\u6765<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u5404\u79cd\u4ea4\u4e92\u573a\u666f\u3002<\/p>\n<p>VITA \u7684\u90e8\u7f72\u91c7\u7528\u590d\u5f0f\u65b9\u6848\uff0c\u5176\u4e2d\u4e00\u4e2a\u6a21\u578b\u8d1f\u8d23\u751f\u6210\u5bf9\u7528\u6237<mark data-type=\"concepts\" data-id=\"bf740558-f0f7-41a8-87a0-e695a97563b3\">\u67e5\u8be2<\/mark>\u7684\u54cd\u5e94\uff0c\u53e6\u4e00\u4e2a\u6a21\u578b\u6301\u7eed\u8ddf\u8e2a\u73af\u5883\u8f93\u5165\u3002\u8fd9\u4f7f\u5f97 VITA \u5177\u6709\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684<mark data-type=\"tech_tasks\" data-id=\"f6e8725e-6ffd-494f-91d1-ba8214e76434\">\u4eba\u673a\u4ea4\u4e92<\/mark>\u529f\u80fd\u3002<\/p>\n<p>VITA \u662f\u5f00\u6e90\u793e\u533a\u63a2\u7d22\u591a\u6a21\u6001\u7406\u89e3\u548c\u4ea4\u4e92\u65e0\u7f1d\u96c6\u6210\u7684\u7b2c\u4e00\u6b65\u3002\u867d\u7136\u5728 VITA \u4e0a\u8fd8\u6709\u5f88\u591a\u5de5\u4f5c\u8981\u505a\u624d\u80fd\u63a5\u8fd1\u95ed\u6e90\u540c\u884c\uff0c\u4f46\u8be5\u7814\u7a76\u5e0c\u671b VITA \u4f5c\u4e3a\u5148\u9a71\u8005\u7684\u89d2\u8272\u53ef\u4ee5\u6210\u4e3a\u540e\u7eed\u7814\u7a76\u7684\u57fa\u77f3\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-cba2f6549be5dfef360b3a721265f01a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-cba2f6549be5dfef360b3a721265f01a.png\"><\/a><\/p>\n<ul>\n<li>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2408.05211<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u4e3b\u9875\uff1ahttps:\/\/vita-home.github.io\/<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aVITA: Towards Open-Source Interactive Omni Multimodal LLM<a href=\"https:\/\/mp.weixin.qq.com\/s\/_ILH_GZaKMUlRaqsZBU0Eg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e433835907df9ca01eb8d5161001b3fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e433835907df9ca01eb8d5161001b3fe.png\"><\/a><\/a>\u5728\u4e0a\u8ff0\u89c6\u9891\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u548c VITA \u8fdb\u884c\u65e0\u969c\u788d\u7684\u6c9f\u901a\uff0c\u770b\u5230\u7528\u6237\u7a7f\u7684\u767d\u8272 T \u6064\u540e\uff0c\u4f1a\u7ed9\u51fa\u642d\u914d\u4ec0\u4e48\u989c\u8272\u7684\u88e4\u5b50\uff1b\u5728\u88ab\u95ee\u5230\u6570\u5b66\u9898\u65f6\uff0c\u80fd\u591f\u5b9e\u65f6\u67e5\u770b\u9898\u76ee\u7c7b\u578b\uff0c\u8fdb\u884c\u63a8\u7406\uff0c\u7136\u540e\u7ed9\u51fa\u51c6\u786e\u7684\u7b54\u6848\uff1b\u5f53\u4f60\u548c\u522b\u4eba\u8bb2\u8bdd\u65f6\uff0cVITA \u4e5f\u4e0d\u4f1a\u63d2\u5634\uff0c\u56e0\u4e3a\u77e5\u9053\u7528\u6237\u4e0d\u662f\u548c\u5b83\u4ea4\u6d41\uff1b\u51fa\u53bb\u65c5\u6e38\uff0cVITA \u4e5f\u4f1a\u7ed9\u51fa\u4e00\u4e9b\u5efa\u8bae\uff1b\u5728 VITA \u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4f60\u4e5f\u53ef\u4ee5\u5b9e\u65f6\u6253\u65ad\u5bf9\u8bdd\uff0c\u5e76\u5c55\u5f00\u53e6\u4e00\u4e2a\u8bdd\u9898\u3002\u00a0<a href=\"https:\/\/mp.weixin.qq.com\/s\/_ILH_GZaKMUlRaqsZBU0Eg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-aefaa587bcf438d472cfb86c5e924a5d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-aefaa587bcf438d472cfb86c5e924a5d.png\"><\/a><\/a><\/p>\n<p>\u5728\u8fd9\u4e2a\u89c6\u9891\u4e2d\uff0c\u7528\u6237\u62ff\u7740\u4e00\u4e2a\u997c\u5e72\uff0c\u8be2\u95ee VITA \u81ea\u5df1\u5728\u5403\u4ec0\u4e48\uff0cVITA \u7ed9\u51fa\u5728\u5403\u997c\u5e72\uff0c\u5e76\u7ed9\u51fa\u997c\u5e72\u642d\u914d\u725b\u5976\u6216\u8005\u8336\u53e3\u611f\u4f1a\u66f4\u597d\u7684\u5efa\u8bae\u3002<\/p>\n<p>\u5065\u8eab\u65f6\uff0c\u5145\u5f53\u4f60\u7684\u804a\u5929\u642d\u5b50\uff1a<a href=\"https:\/\/mp.weixin.qq.com\/s\/_ILH_GZaKMUlRaqsZBU0Eg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-47d5aef5cbf7204928847c1cadc84751.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-47d5aef5cbf7204928847c1cadc84751.png\"><\/a><\/a><\/p>\n<section>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6ce8\uff1a\u4e0a\u8ff0\u89c6\u9891\u90fd\u662f\u5b9e\u65f6 1 \u500d\u901f\u64ad\u653e\uff0c\u6ca1\u6709\u7ecf\u8fc7\u52a0\u901f\u5904\u7406\u3002<\/sup><\/em><\/p>\n<p>\u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u6d41\u7a0b\u56fe\uff0cVITA \u5c31\u80fd\u7f16\u5199\u4ee3\u7801\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7d59a3bb84dc1b73fd8eb1cbb2c49490.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7d59a3bb84dc1b73fd8eb1cbb2c49490.png\"><\/a><\/p>\n<p>\u63d0\u4f9b\u4e00\u5f20\u56fe\u7247\uff0cVITA \u4e5f\u80fd\u6839\u636e\u56fe\u7247\u5185\u5bb9\u56de\u7b54\u95ee\u9898\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-bea71037d77d0f8903d66d4162f12b95.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-bea71037d77d0f8903d66d4162f12b95.png\"><\/a><\/p>\n<p>\u8fd8\u80fd\u89c2\u770b\u89c6\u9891\u56de\u7b54\u95ee\u9898\uff0c\u5f53\u7528\u6237\u629b\u51fa\u95ee\u9898\u300c\u8be6\u7ec6\u63cf\u8ff0\u72d7\u7684\u52a8\u4f5c\u300d\uff0cVITA \u4e5f\u80fd\u51c6\u786e\u7ed9\u51fa\u7b54\u6848\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3df9a9a0975eb2de106bd7f04592d093.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-3df9a9a0975eb2de106bd7f04592d093.gif\"><\/a><\/p>\n<p><strong>\u65b9\u6cd5\u4ecb\u7ecd<\/strong><\/p>\n<p>\u5982\u56fe 3 \u6240\u793a\uff0cVITA \u7684\u6574\u4f53\u8bad\u7ec3\u6d41\u7a0b\u5305\u62ec\u4e09\u4e2a\u9636\u6bb5\uff1aLLM \u6307\u4ee4\u5fae\u8c03\u3001\u591a\u6a21\u6001\u5bf9\u9f50\u548c\u591a\u6a21\u6001\u6307\u4ee4\u5fae\u8c03\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-54e1c46ef6edb2be471ba21532e8571a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-54e1c46ef6edb2be471ba21532e8571a.png\"><\/a><\/p>\n<p><strong>LLM \u6307\u4ee4\u5fae\u8c03<\/strong><\/p>\n<p>Mixtral 8x7B \u7684\u6027\u80fd\u5c5e\u4e8e\u9876\u7ea7\u5f00\u6e90 LLM \u4e2d\u4e00\u5458\uff0c\u56e0\u6b64\u8be5\u7814\u7a76\u5c06\u5176\u4f5c\u4e3a\u57fa\u7840\u3002\u7136\u800c\u7814\u7a76\u8005\u89c2\u5bdf\u5230\u5b98\u65b9\u7684 Mixtral \u6a21\u578b\u5728\u7406\u89e3\u4e2d\u6587\u65b9\u9762\u7684\u80fd\u529b\u6709\u9650\u3002\u4e3a\u4e86\u6ce8\u5165\u53cc\u8bed\uff08\u4e2d\u6587\u548c\u82f1\u6587\uff09\u7406\u89e3\u80fd\u529b\uff0c\u8be5\u7814\u7a76\u5c06\u4e2d\u6587\u8bcd\u6c47\u91cf\u6269\u5c55\u5230\u57fa\u7840\u6a21\u578b\uff0c\u5c06\u8bcd\u6c47\u91cf\u4ece 32,000 \u4e2a\u589e\u52a0\u5230 51,747 \u4e2a\u3002\u5728\u6269\u5c55\u8bcd\u6c47\u91cf\u540e\uff0c\u7814\u7a76\u8005\u4f7f\u7528 500 \u4e07\u4e2a\u5408\u6210\u7684\u53cc\u8bed<mark data-type=\"concepts\" data-id=\"930c591c-a35b-4761-83ef-22ef12aa3c5f\">\u8bed\u6599\u5e93<\/mark>\u8fdb\u884c\u7eaf\u6587\u672c\u6307\u4ee4\u5fae\u8c03\u3002<\/p>\n<p><strong>\u591a\u6a21\u6001\u5bf9\u9f50<\/strong><\/p>\n<p>\u4e3a\u4e86\u5f25\u5408\u6587\u672c\u548c\u5176\u4ed6\u6a21\u6001\u4e4b\u95f4\u7684\u8868\u5f81\u5dee\u8ddd\uff0c\u4ece\u800c\u4e3a\u591a\u6a21\u6001\u7406\u89e3\u5960\u5b9a\u57fa\u7840\u3002\u4ec5\u5728\u89c6\u89c9\u5bf9\u9f50\u9636\u6bb5\u8bad\u7ec3\u89c6\u89c9\u8fde\u63a5\u5668\u3002\u8868 1 \u603b\u7ed3\u4e86\u6240\u4f7f\u7528\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u9664\u4e86\u7eaf\u6587\u672c\u90e8\u5206\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0df6382709ef97f2c873c9e21533edcd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0df6382709ef97f2c873c9e21533edcd.png\"><\/a><\/p>\n<p>\u89c6\u89c9\u6a21\u6001<\/p>\n<p>\u9996\u5148\u662f\u89c6\u89c9\u7f16\u7801\u5668\u3002\u7814\u7a76\u8005\u4f7f\u7528 InternViT-300M-448px \u4f5c\u4e3a\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u5b83\u4ee5\u5206\u8fa8\u7387 448\u00d7448 \u7684\u56fe\u50cf\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u5728\u4f7f\u7528\u4e00\u4e2a\u4f5c\u4e3a\u7b80\u5355\u4e24\u5c42 MLP \u7684\u89c6\u89c9\u8fde\u63a5\u5668\u540e\u751f\u6210\u4e86 256 \u4e2a token\u3002\u5bf9\u4e8e\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u8f93\u5165\uff0c\u7814\u7a76\u8005\u5229\u7528\u52a8\u6001 patching \u7b56\u7565\u6765\u6355\u6349\u5c40\u90e8\u7ec6\u8282\u3002<\/p>\n<p>\u89c6\u9891\u88ab\u89c6\u4f5c\u56fe\u50cf\u7684\u7279\u6b8a\u7528\u4f8b\u3002\u5982\u679c\u89c6\u9891\u957f\u5ea6\u77ed\u4e8e 4 \u79d2\uff0c\u5219\u7edf\u4e00\u6bcf\u79d2\u91c7\u6837 4 \u5e27\u3002\u5982\u679c\u89c6\u9891\u957f\u5ea6\u5728 4 \u79d2\u5230 16 \u79d2\u4e4b\u95f4\uff0c\u5219\u6bcf\u79d2\u91c7\u6837\u4e00\u5e27\u3002\u5bf9\u4e8e\u65f6\u957f\u8d85\u8fc7 16 \u79d2\u7684\u89c6\u9891\uff0c\u7edf\u4e00\u91c7\u6837 16 \u5e27\u3002<\/p>\n<p>\u5176\u6b21\u662f\u89c6\u89c9\u5bf9\u9f50\u3002\u7814\u7a76\u8005\u4ec5\u5728\u89c6\u89c9\u5bf9\u9f50\u9636\u6bb5\u8bad\u7ec3\u89c6\u89c9\u8fde\u63a5\u5668\uff0c\u5e76\u4e14\u5728\u8be5\u9636\u6bb5\u6ca1\u6709\u4f7f\u7528\u97f3\u9891\u95ee\u9898\u3002<\/p>\n<p>\u6700\u540e\u662f\u6570\u636e\u7ea7\u8054\u3002\u5bf9\u4e8e\u7eaf\u6587\u672c\u6570\u636e\u548c\u56fe\u50cf\u6570\u636e\uff0c\u8be5\u7814\u7a76\u65e8\u5728\u5c06\u4e0a\u4e0b\u6587\u957f\u5ea6\u7ea7\u8054\u5230 6K token\uff0c\u5982\u56fe 4 \u6240\u793a\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u89c6\u9891\u6570\u636e\u4e0d\u8fdb\u884c\u7ea7\u8054\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-d4d99d91864b47bbd6f1198813571632.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-d4d99d91864b47bbd6f1198813571632.png\"><\/a><\/p>\n<p>\u7ea7\u8054\u4e0d\u540c\u7684\u6570\u636e\u6709\u4e24\u4e2a\u597d\u5904\uff1a<\/p>\n<ul>\n<li>\n<p>\u5b83\u652f\u6301\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u5141\u8bb8\u4ece\u5355\u4e2a\u56fe\u50cf\u95ee\u9898\u4ea4\u4e92\u6269\u5c55\u5230\u591a\u4e2a\u56fe\u50cf\u95ee\u9898\u4ea4\u4e92\uff0c\u4ece\u800c\u4ea7\u751f\u66f4\u7075\u6d3b\u7684\u8f93\u5165\u5f62\u5f0f\uff0c\u5e76\u6269\u5c55\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002<\/p>\n<\/li>\n<li>\n<p>\u5b83\u63d0\u9ad8\u4e86\u8ba1\u7b97\u6548\u7387\uff0c\u56e0\u4e3a\u89c6\u9891\u5e27\u901a\u5e38\u5305\u542b\u5927\u91cf\u89c6\u89c9 token\u3002\u901a\u8fc7\u7ea7\u8054\u56fe\u50cf &#8211; \u95ee\u9898\u5bf9\uff0c\u8be5\u7814\u7a76\u53ef\u4ee5\u5728\u8bad\u7ec3\u6279\u4e2d\u4fdd\u6301\u5e73\u8861\u7684 token \u6570\u91cf\uff0c\u4ece\u800c\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6b64\u5916\uff0c\u8be5\u7814\u7a76\u53d1\u73b0\u4f7f\u7528\u7ea7\u8054\u6570\u636e\u8bad\u7ec3\u7684\u6a21\u578b\u4e0e\u4f7f\u7528\u539f\u59cb\u6570\u636e\u8bad\u7ec3\u7684\u6a21\u578b\u6027\u80fd\u76f8\u5f53\u3002<\/p>\n<p>\u97f3\u9891\u6a21\u6001<\/p>\n<p>\u4e00\u65b9\u9762\u662f\u97f3\u9891\u7f16\u7801\u5668\u3002\u8f93\u5165\u97f3\u9891\u5728\u6700\u5f00\u59cb\u901a\u8fc7\u4e00\u4e2a Mel \u6ee4\u6ce2\u5668\u7ec4\u5757\u8fdb\u884c\u5904\u7406\uff0c\u8be5\u5757\u5c06\u97f3\u9891\u4fe1\u53f7\u5206\u89e3\u4e3a mel \u9891\u7387\u8303\u56f4\u5185\u7684\u5404\u4e2a\u9891\u5e26\uff0c\u6a21\u4eff\u4eba\u7c7b\u5bf9\u58f0\u97f3\u7684\u975e\u7ebf\u6027<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u3002\u968f\u540e\uff0c\u7814\u7a76\u8005\u5148\u540e\u5229\u7528\u4e86\u4e00\u4e2a 4\u00d7CNN \u7684\u4e0b\u91c7\u6837\u5c42\u548c\u4e00\u4e2a 24 \u5c42\u7684 transformer\uff0c\u603b\u5171 3.41 \u4ebf<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\uff0c\u7528\u6765\u5904\u7406\u8f93\u5165\u7279\u5f81\u3002\u540c\u65f6\u4ed6\u4eec\u4f7f\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u4e24\u5c42 MLP \u4f5c\u4e3a\u97f3\u9891 &#8211; \u6587\u672c\u6a21\u6001\u8fde\u63a5\u5668\u3002\u6700\u540e\uff0c\u6bcf 2 \u79d2\u7684\u97f3\u9891\u8f93\u5165\u88ab\u7f16\u7801\u4e3a 25 \u4e2a tokens\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\u662f\u97f3\u9891\u5bf9\u9f50\u3002\u5bf9\u4e8e\u5bf9\u9f50\u4efb\u52a1\uff0c\u7814\u7a76\u8005\u5229\u7528\u4e86<mark data-type=\"tech_tasks\" data-id=\"08a3cc7a-4907-4294-9d1c-d9f70c8890d8\">\u81ea\u52a8\u8bed\u8a00\u8bc6\u522b<\/mark>\uff08ASR\uff09\u3002\u6570\u636e\u96c6\u5305\u62ec Wenetspeech\uff08\u62e5\u6709\u8d85\u8fc7 1 \u4e07\u5c0f\u65f6\u7684\u591a\u9886\u57df<mark data-type=\"tech_tasks\" data-id=\"b929f5bf-7b52-4aa0-9db4-332c06240318\">\u8bed\u97f3\u8bc6\u522b<\/mark>\u6570\u636e\uff0c\u4e3b\u8981\u4fa7\u91cd\u4e8e\u4e2d\u6587\u4efb\u52a1\uff09\u548c Gigaspeech\uff08\u62e5\u6709 1 \u4e07\u5c0f\u65f6\u7684\u9ad8\u8d28\u91cf\u97f3\u9891\u6570\u636e\uff0c\u5927\u90e8\u5206\u6570\u636e\u9762\u5411\u82f1\u6587<mark data-type=\"tech_tasks\" data-id=\"b929f5bf-7b52-4aa0-9db4-332c06240318\">\u8bed\u97f3\u8bc6\u522b<\/mark>\u4efb\u52a1\uff09\u3002\u5bf9\u4e8e\u97f3\u9891\u5b57\u5e55\u4efb\u52a1\uff0c\u7814\u7a76\u8005\u4f7f\u7528\u4e86 Wavcaps \u7684 <mark data-type=\"institutions\" data-id=\"5d5181e8-e040-4be4-be0a-5e20b2ab5ba6\">Audi<\/mark>oSet SL \u5b50\u96c6\uff0c\u5305\u542b\u4e86 400k \u4e2a\u5177\u6709\u76f8\u5e94\u97f3\u9891\u5b57\u5e55\u7684\u97f3\u9891\u7247\u6bb5\u3002\u5728\u5bf9\u9f50\u8fc7\u7a0b\u4e2d\uff0c\u97f3\u9891\u7f16\u7801\u5668\u548c\u8fde\u63a5\u5668\u90fd\u7ecf\u8fc7\u4e86\u8bad\u7ec3\u3002<\/p>\n<p><strong>\u591a\u6a21\u6001\u6307\u4ee4\u5fae\u8c03<\/strong><\/p>\n<p>\u8be5\u7814\u7a76\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u6307\u4ee4\u8c03\u6574\uff0c\u4ee5\u589e\u5f3a\u5176\u6307\u4ee4\u9075\u5faa\u80fd\u529b\uff0c\u65e0\u8bba\u662f\u6587\u672c\u8fd8\u662f\u97f3\u9891\u3002<\/p>\n<p>\u6570\u636e\u6784\u5efa\u3002\u6307\u4ee4\u8c03\u4f18\u9636\u6bb5\u7684\u6570\u636e\u6e90\u4e0e\u8868 1 \u4e2d\u5bf9\u9f50\u9636\u6bb5\u7684\u6570\u636e\u6e90\u76f8\u540c\uff0c\u4f46\u8be5\u7814\u7a76\u505a\u4e86\u4ee5\u4e0b\u6539\u8fdb\uff1a<\/p>\n<p>\u95ee\u9898\u88ab\u968f\u673a\uff08\u5927\u7ea6\u4e00\u534a\uff09\u66ff\u6362\u4e3a\u5176\u97f3\u9891\u7248\u672c\uff08\u4f7f\u7528 TTS \u6280\u672f\uff0c\u4f8b\u5982 GPT-SoVITS6\uff09\uff0c\u65e8\u5728\u589e\u5f3a\u6a21\u578b\u5bf9\u97f3\u9891<mark data-type=\"concepts\" data-id=\"bf740558-f0f7-41a8-87a0-e695a97563b3\">\u67e5\u8be2<\/mark>\u7684\u7406\u89e3\u53ca\u5176\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u3002<\/p>\n<p>\u8bbe\u7f6e\u4e0d\u540c\u7684\u7cfb\u7edf prompt\uff0c\u907f\u514d\u4e0d\u540c\u7c7b\u578b\u6570\u636e\u4e4b\u95f4\u7684\u51b2\u7a81\uff0c\u5982\u8868 2 \u6240\u793a\u3002\u4f8b\u5982\uff0c\u6709\u4e9b\u95ee\u9898\u53ef\u4ee5\u6839\u636e\u89c6\u89c9\u4fe1\u606f\u6765\u56de\u7b54\u6216\u8005\u57fa\u4e8e\u6a21\u578b\u81ea\u5df1\u7684\u77e5\u8bc6\uff0c\u5bfc\u81f4\u51b2\u7a81\u3002\u6b64\u5916\uff0c\u56fe\u50cf\u6570\u636e\u5df2\u88ab patch\uff0c\u7c7b\u4f3c\u4e8e\u591a\u5e27\u89c6\u9891\u6570\u636e\uff0c\u8fd9\u53ef\u80fd\u4f1a\u6df7\u6dc6\u6a21\u578b\u3002\u7cfb\u7edf prompt \u663e\u5f0f\u533a\u5206\u4e0d\u540c\u6570\u636e\u7c7b\u578b\uff0c\u6709\u52a9\u4e8e\u66f4\u76f4\u89c2\u5730\u7406\u89e3\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-338743eda780fc53529ed39b2f97a626.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-338743eda780fc53529ed39b2f97a626.png\"><\/a><\/p>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u4e24\u79cd\u4ea4\u4e92\u529f\u80fd\uff0c\u5373\u975e\u5524\u9192\u4ea4\u4e92\u548c\u97f3\u9891\u4e2d\u65ad\u4ea4\u4e92\uff0c\u8be5\u7814\u7a76\u63d0\u51fa\u4e86\u590d\u5f0f\u90e8\u7f72\u6846\u67b6\uff0c\u5373\u540c\u65f6\u90e8\u7f72\u4e86\u4e24\u4e2a VITA \u6a21\u578b\uff0c\u5982\u56fe 1 \u6240\u793a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c5effbbc86b79df93a197cdcf76d2e27.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c5effbbc86b79df93a197cdcf76d2e27.png\"><\/a><\/p>\n<p>\u5728\u5178\u578b\u60c5\u51b5\u4e0b\uff0c<mark 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