{"id":35205,"date":"2024-12-20T16:59:49","date_gmt":"2024-12-20T08:59:49","guid":{"rendered":"https:\/\/17aitech.com\/?p=35205"},"modified":"2024-12-20T16:59:49","modified_gmt":"2024-12-20T08:59:49","slug":"%e6%94%af%e6%8c%811024%e5%b8%a7%e3%80%81%e5%87%86%e7%a1%ae%e7%8e%87%e8%bf%91100%ef%bc%85%ef%bc%8c%e8%8b%b1%e4%bc%9f%e8%be%be%e3%80%8clongvila%e3%80%8d%e5%bc%80%e5%a7%8b%e5%8f%91%e5%8a%9b%e9%95%bf","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35205","title":{"rendered":"\u652f\u63011024\u5e27\u3001\u51c6\u786e\u7387\u8fd1100\uff05\uff0c\u82f1\u4f1f\u8fbe\u300cLongVILA\u300d\u5f00\u59cb\u53d1\u529b\u957f\u89c6\u9891"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-21-5\" target=\"_blank\">\u652f\u63011024\u5e27\u3001\u51c6\u786e\u7387\u8fd1100\uff05\uff0c\u82f1\u4f1f\u8fbe\u300cLongVILA\u300d\u5f00\u59cb\u53d1\u529b\u957f\u89c6\u9891<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"59\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section>\n<p>\u73b0\u5728\uff0c\u957f\u4e0a\u4e0b\u6587\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff08VLM\uff09\u6709\u4e86\u65b0\u7684\u5168\u6808\u89e3\u51b3\u65b9\u6848 \u2014\u2014LongVILA\uff0c\u5b83\u96c6\u7cfb\u7edf\u3001\u6a21\u578b\u8bad\u7ec3\u4e0e\u6570\u636e\u96c6\u5f00\u53d1\u4e8e\u4e00\u4f53\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section>\u73b0\u9636\u6bb5\uff0c\u5c06\u6a21\u578b\u7684\u591a\u6a21\u6001\u7406\u89e3\u4e0e\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u76f8\u7ed3\u5408\u662f\u975e\u5e38\u91cd\u8981\u7684\uff0c\u652f\u6301\u66f4\u591a\u6a21\u6001\u7684\u57fa\u7840\u6a21\u578b\u53ef\u4ee5\u63a5\u53d7\u66f4\u7075\u6d3b\u7684\u8f93\u5165\u4fe1\u53f7\uff0c\u4ee5\u4fbf\u4eba\u4eec\u53ef\u4ee5\u4ee5\u66f4\u591a\u6837\u5316\u7684\u65b9\u5f0f\u4e0e\u6a21\u578b\u4ea4\u4e92\u3002\u800c\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\u4f7f\u6a21\u578b\u5904\u7406\u7684\u4fe1\u606f\u66f4\u591a\uff0c\u4f8b\u5982\u957f\u6587\u6863\u3001\u957f\u89c6\u9891\uff0c\u8fd9\u79cd\u80fd\u529b\u540c\u6837\u4e3a\u66f4\u591a\u73b0\u5b9e\u4e16\u754c\u7684\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u4e86\u6240\u9700\u7684\u529f\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u76ee\u524d\u9762\u4e34\u7684\u95ee\u9898\u662f\u4e00\u4e9b\u5de5\u4f5c\u5df2\u7ecf\u542f\u7528\u4e86\u957f\u4e0a\u4e0b\u6587\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff08VLM\uff09\uff0c\u4f46\u901a\u5e38\u662f\u91c7\u7528\u7b80\u5316\u7684\u65b9\u6cd5\uff0c\u800c\u4e0d\u662f\u63d0\u4f9b\u4e00\u4e2a\u5168\u9762\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>\u5168\u6808\u8bbe\u8ba1\u5bf9\u4e8e\u957f\u4e0a\u4e0b\u6587\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u81f3\u5173\u91cd\u8981\u3002\u8bad\u7ec3\u5927\u578b\u6a21\u578b\u901a\u5e38\u662f\u4e00\u9879\u590d\u6742\u800c\u7cfb\u7edf\u7684\u5de5\u4f5c\uff0c\u9700\u8981\u6570\u636e\u5de5\u7a0b\u548c\u7cfb\u7edf\u8f6f\u4ef6\u534f\u540c\u8bbe\u8ba1\u3002\u4e0e\u7eaf\u6587\u672c LLM \u4e0d\u540c\uff0cVLM\uff08\u4f8b\u5982 LLaVA\uff09\u901a\u5e38\u9700\u8981\u72ec\u7279\u7684\u6a21\u578b\u67b6\u6784\u548c\u7075\u6d3b\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u7b56\u7565\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u957f\u4e0a\u4e0b\u6587\u5efa\u6a21\u4e0d\u4ec5\u9700\u8981\u957f\u4e0a\u4e0b\u6587\u6570\u636e\uff0c\u8fd8\u9700\u8981\u80fd\u591f\u652f\u6301\u5185\u5b58\u5bc6\u96c6\u578b\u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u56e0\u6b64\uff0c\u5bf9\u4e8e\u957f\u4e0a\u4e0b\u6587 VLM \u6765\u8bf4\uff0c\u7cbe\u5fc3<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u7684\u5168\u6808\u8bbe\u8ba1\uff08\u6db5\u76d6\u7cfb\u7edf\u3001\u6570\u636e\u548c pipeline\uff09\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002<\/section>\n<section><\/section>\n<section>\u672c\u6587\uff0c\u6765\u81ea\u82f1\u4f1f\u8fbe\u3001MIT\u3001UC \u4f2f\u514b\u5229\u3001\u5f97\u514b\u8428\u65af\u5927\u5b66\u5965\u65af\u6c40\u5206\u6821\u7684\u7814\u7a76\u8005\u5f15\u5165\u4e86 LongVILA\uff0c\u8fd9\u662f\u4e00\u79cd\u7528\u4e8e\u8bad\u7ec3\u548c\u90e8\u7f72\u957f\u4e0a\u4e0b\u6587\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u7684\u5168\u6808\u89e3\u51b3\u65b9\u6848\uff0c\u5305\u62ec\u7cfb\u7edf\u8bbe\u8ba1\u3001\u6a21\u578b\u8bad\u7ec3\u7b56\u7565\u548c\u6570\u636e\u96c6\u6784\u5efa\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2aae95c9cd8486afa38f30f92ccb6ce5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2aae95c9cd8486afa38f30f92ccb6ce5.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2408.10188<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u5730\u5740\uff1ahttps:\/\/github.com\/NVlabs\/VILA\/blob\/main\/LongVILA.md<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aLONGVILA: SCALING LONG-CONTEXT VISUAL LANGUAGE MODELS FOR LONG VIDEOS<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5bf9\u4e8e\u8bad\u7ec3\u57fa\u7840\u8bbe\u65bd\uff0c\u8be5\u7814\u7a76\u5efa\u7acb\u4e86\u4e00\u4e2a\u9ad8\u6548\u4e14\u7528\u6237\u53cb\u597d\u7684\u6846\u67b6\uff0c\u5373\u591a\u6a21\u6001\u5e8f\u5217\u5e76\u884c (MM-SP)\uff0c\u5b83\u652f\u6301\u8bad\u7ec3\u8bb0\u5fc6 &#8211; \u5bc6\u96c6\u578b\u957f\u4e0a\u4e0b\u6587 VLM\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u8bad\u7ec3 pipeline\uff0c\u7814\u7a76\u8005\u5b9e\u65bd\u4e86\u4e00\u4e2a\u4e94\u9636\u6bb5\u8bad\u7ec3\u6d41\u7a0b\uff0c\u5982\u56fe 1 \u6240\u793a\uff1a\u5373 (1) \u591a\u6a21\u6001\u5bf9\u9f50\uff0c(2) \u5927\u89c4\u6a21\u9884\u8bad\u7ec3\uff0c(3) \u77ed\u76d1\u7763\u5fae\u8c03\uff0c(4) LLM \u7684\u4e0a\u4e0b\u6587\u6269\u5c55\uff0c\u4ee5\u53ca (5) \u957f\u76d1\u7763\u5fae\u8c03\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u63a8\u7406\uff0cMM-SP \u89e3\u51b3\u4e86 KV \u7f13\u5b58\u5185\u5b58\u4f7f\u7528\u7387\u7684\u6311\u6218\uff0c \u8fd9\u5728\u5904\u7406\u975e\u5e38\u957f\u7684\u5e8f\u5217\u65f6\u4f1a\u6210\u4e3a\u74f6\u9888\u3002<\/section>\n<section><\/section>\n<section>\u901a\u8fc7\u4f7f\u7528 LongVILA \u589e\u52a0\u89c6\u9891\u5e27\u6570\uff0c\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\u8be5\u7814\u7a76\u5728 VideoMME \u548c\u957f\u89c6\u9891\u5b57\u5e55\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u6301\u7eed\u63d0\u9ad8\uff08\u56fe 2\uff09\u3002\u5728 1024 \u5e27\u4e0a\u8bad\u7ec3\u7684 LongVILA \u6a21\u578b\u5728 1400 \u5e27\u7684\u5927\u6d77\u635e\u9488\u5b9e\u9a8c\u4e2d\u5b9e\u73b0\u4e86 99.5% \u7684<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\uff0c\u76f8\u5f53\u4e8e 274k \u4e2a token \u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\u6b64\u5916\uff0c MM-SP \u7cfb\u7edf\u53ef\u4ee5\u6709\u6548\u5730\u5c06\u4e0a\u4e0b\u6587\u957f\u5ea6\u6269\u5c55\u5230 200 \u4e07\u4e2a token \u800c\u65e0\u9700\u68af\u5ea6\u68c0\u67e5\u70b9\uff0c\u4e0e\u73af\u5f62\u5e8f\u5217\u5e76\u884c\uff08ring sequence parallelism\uff09\u76f8\u6bd4\u5b9e\u73b0\u4e86 2.1 \u500d\u81f3 5.7 \u500d\u7684\u52a0\u901f\uff0c\u4e0e Megatron \u4e0a\u4e0b\u6587\u5e76\u884c + <mark data-type=\"concepts\" data-id=\"64cc669a-900a-449c-ac73-f71d0e91fc86\">\u5f20\u91cf<\/mark>\u5e76\u884c\u76f8\u6bd4\u5b9e\u73b0\u4e86 1.1 \u500d\u81f3 1.4 \u500d\u7684\u52a0\u901f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-57f129168f4ebc68326e2b6ec81ac0f0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-57f129168f4ebc68326e2b6ec81ac0f0.png\"><\/a><\/section>\n<section>\u4e0b\u56fe\u4e3a LongVILA \u6280\u672f\u5728\u5904\u7406\u957f\u89c6\u9891\u5b57\u5e55\u65f6\u7684\u793a\u4f8b\uff1a\u5728\u5b57\u5e55\u5f00\u5934\uff0c8 \u5e27\u7684\u57fa\u7ebf\u6a21\u578b\u4ec5\u63cf\u8ff0\u4e86\u9759\u6001\u56fe\u50cf\u548c\u4e24\u8f86\u8f66\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c256 \u5e27\u7684 LongVILA \u63cf\u8ff0\u4e86\u96ea\u5730\u4e0a\u7684\u6c7d\u8f66\uff0c\u5305\u62ec\u8f66\u8f86\u7684\u524d\u3001\u540e\u548c\u4fa7\u9762\u89c6\u56fe\u3002\u5728\u7ec6\u8282\u4e0a\uff0c256 \u5e27\u7684 LongVILA \u8fd8\u63cf\u8ff0\u4e86\u70b9\u706b\u6309\u94ae\u3001\u53d8\u901f\u6746\u548c\u4eea\u8868\u76d8\u7684\u7279\u5199\uff0c\u8fd9\u4e9b\u5728 8 \u5e27\u7684\u57fa\u7ebf\u6a21\u578b\u4e2d\u662f\u7f3a\u5931\u7684\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a70893755a9a6dee2e3095ca07e51ec8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a70893755a9a6dee2e3095ca07e51ec8.png\"><\/a><\/section>\n<section><strong>\u591a\u6a21\u6001\u5e8f\u5217\u5e76\u884c<\/strong><\/section>\n<section><\/section>\n<section>\u8bad\u7ec3\u957f\u4e0a\u4e0b\u6587\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff08VLM\uff09\u4f1a\u4ea7\u751f\u5927\u91cf\u5185\u5b58\u9700\u6c42\u3002\u4f8b\u5982\u4e0b\u56fe 1 \u4e2d Stage 5 \u7684\u957f\u89c6\u9891\u8bad\u7ec3\uff0c\u5355\u4e2a\u5e8f\u5217\u5305\u542b\u4e86\u4ea7\u751f 1024 \u4e2a\u89c6\u9891\u5e27\u7684 200K tokens\uff0c\u8fd9\u8d85\u51fa\u4e86\u5355\u4e2a GPU \u7684\u5185\u5b58\u5bb9\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u7814\u7a76\u8005\u5f00\u53d1\u4e86\u4e00\u4e2a\u57fa\u4e8e\u5e8f\u5217\u5e76\u884c\u7684\u5b9a\u5236\u7cfb\u7edf\u3002\u5e8f\u5217\u5e76\u884c\u662f\u5f53\u524d\u57fa\u7840\u6a21\u578b\u7cfb\u7edf\u4e2d\u5e38\u7528\u7684\u4e00\u79cd\u6280\u672f\uff0c\u7528\u4e8e\u4f18\u5316\u4ec5\u6587\u672c\u7684 LLM \u8bad\u7ec3\u3002\u4e0d\u8fc7\uff0c\u7814\u7a76\u8005\u53d1\u73b0\u73b0\u6709\u7cfb\u7edf\u65e2\u4e0d\u9ad8\u6548\uff0c\u6269\u5c55\u6027\u4e5f\u4e0d\u8db3\u4ee5\u5904\u7406\u957f\u4e0a\u4e0b\u6587 VLM \u5de5\u4f5c\u8d1f\u8f7d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-f2010793b6458e1b0afdd6687c29a336.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-f2010793b6458e1b0afdd6687c29a336.png\"><\/a><\/section>\n<section>\u5728\u786e\u5b9a\u73b0\u6709\u7cfb\u7edf\u7684\u5c40\u9650\u6027\u4e4b\u540e\uff0c\u7814\u7a76\u8005\u5f97\u51fa\u7ed3\u8bba\uff0c\u4e00\u4e2a\u7406\u60f3\u7684\u591a\u6a21\u6001\u5e8f\u5217\u5e76\u884c\u65b9\u6cd5\u5e94\u8be5\u901a\u8fc7\u89e3\u51b3\u6a21\u6001\u548c\u7f51\u7edc\u5f02\u6784\u6027\u6765\u4f18\u5148\u5b9e\u73b0\u6548\u7387\u548c\u53ef\u6269\u5c55\u6027\uff0c\u5e76\u4e14\u6269\u5c55\u6027\u4e0d\u5e94\u53d7\u5230\u6ce8\u610f\u529b\u5934\u6570\u91cf\u7684\u9650\u5236\u3002<\/section>\n<section><\/section>\n<section>MM-SP \u5de5\u4f5c\u6d41\u3002\u4e3a\u4e86\u5e94\u5bf9\u6a21\u6001\u5f02\u6784\u6027\u7684\u6311\u6218\uff0c\u7814\u7a76\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u4e24\u9636\u6bb5\u5f0f\u5206\u7247\u7b56\u7565\uff0c\u4ee5\u4f18\u5316\u56fe\u50cf\u7f16\u7801\u548c\u8bed\u8a00\u5efa\u6a21\u9636\u6bb5\u7684\u8ba1\u7b97\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u5982\u4e0b\u56fe 4 \u6240\u793a\uff0c\u7b2c\u4e00\u9636\u6bb5\u9996\u5148\u5728\u5e8f\u5217\u5e76\u884c\u8fdb\u7a0b\u7ec4\u5185\u7684\u8bbe\u5907\u4e4b\u95f4\u5747\u5300\u5730\u5206\u5e03\u56fe\u50cf\uff08\u6bd4\u5982\u89c6\u9891\u5e27\uff09\uff0c\u4ece\u800c\u5728\u56fe\u50cf\u7f16\u7801\u9636\u6bb5\u5b9e\u73b0\u8d1f\u8f7d\u5e73\u8861\u3002\u7b2c\u4e8c\u9636\u6bb5\uff0c\u7814\u7a76\u8005\u805a\u5408\u5168\u5c40\u89c6\u89c9\u548c\u6587\u672c\u8f93\u5165\u4ee5\u8fdb\u884c token \u7ea7\u5206\u7247\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2f413062857f3fb2db8236d43c465a40.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2f413062857f3fb2db8236d43c465a40.png\"><\/a><\/section>\n<section>2D \u6ce8\u610f\u529b\u5e76\u884c\u3002\u4e3a\u4e86\u89e3\u51b3\u7f51\u7edc\u5f02\u6784\u6027\u5e76\u5b9e\u73b0\u53ef\u6269\u5c55\u6027\uff0c\u7814\u7a76\u8005\u7ed3\u5408\u73af\u5f62\uff08Ring\uff09\u5e8f\u5217\u5e76\u884c\u548c Ulysses \u5e8f\u5217\u5e76\u884c\u7684\u4f18\u52bf\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bb2\uff0c\u4ed6\u4eec\u5c06\u8de8\u5e8f\u5217\u7ef4\u6216\u6ce8\u610f\u529b\u5934\u7ef4\u7684\u5e76\u884c\u89c6\u4e3a\u300c1D SP\u300d\u3002\u8be5\u65b9\u6cd5\u901a\u8fc7\u8de8\u6ce8\u610f\u529b\u5934\u548c\u5e8f\u5217\u7ef4\u7684\u5e76\u884c\u8ba1\u7b97\u6765\u5b9e\u73b0\u6269\u5c55\uff0c\u5c06 1D SP \u8f6c\u6362\u4e3a\u7531\u72ec\u7acb\u7684 Ring\uff08P2P\uff09\u548c Ulysses\uff08A2A\uff09\u8fdb\u7a0b\u7ec4\u7ec4\u6210\u7684 2D \u7f51\u683c\u3002<\/section>\n<section><\/section>\n<section>\u4ee5\u4e0b\u56fe 3 \u5de6\u6240\u793a\uff0c\u4e3a\u4e86\u5b9e\u73b0\u8de8 2 \u4e2a\u8282\u70b9\u7684 8-degree \u5e8f\u5217\u5e76\u884c\uff0c\u7814\u7a76\u8005\u4f7f\u7528 2D-SP \u6784\u5efa\u4e86\u4e00\u4e2a 4\u00d72 \u901a\u4fe1\u7f51\u683c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-98a0add5bbb73a0042327be6b98292e5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-98a0add5bbb73a0042327be6b98292e5.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0c\u5728\u4e0b\u56fe 5 \u4e2d\uff0c\u4e3a\u4e86\u8fdb\u4e00\u6b65\u89e3\u91ca ZIGZAG-RINGATTN \u5982\u4f55\u5e73\u8861\u8ba1\u7b97\u4ee5\u53ca 2D-Attention \u673a\u5236\u5982\u4f55\u8fd0\u4f5c\uff0c\u7814\u7a76\u8005\u89e3\u91ca\u4e86\u4f7f\u7528\u4e0d\u540c\u65b9\u6cd5\u7684\u6ce8\u610f\u529b\u8ba1\u7b97\u8ba1\u5212\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-66bc6cfd63bd778fadf078eb487f7ff6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-66bc6cfd63bd778fadf078eb487f7ff6.png\"><\/a><\/section>\n<section>\u4e0e HuggingFace \u7684\u539f\u751f pipeline \u5e76\u884c\u7b56\u7565\u76f8\u6bd4\uff0c\u672c\u6587\u7684\u63a8\u7406\u6a21\u5f0f\u66f4\u52a0\u9ad8\u6548\uff0c\u539f\u56e0\u5728\u4e8e\u6240\u6709\u8bbe\u5907\u540c\u65f6\u53c2\u4e0e\u8ba1\u7b97\uff0c\u4ece\u800c\u4e0e\u673a\u5668\u6570\u91cf\u5448\u6b63\u6bd4\u5730\u52a0\u901f\u8fdb\u7a0b\uff0c\u5177\u4f53\u5982\u4e0b\u56fe 6 \u6240\u793a\u3002\u540c\u65f6\uff0c\u8be5\u63a8\u7406\u6a21\u5f0f\u662f\u53ef\u6269\u5c55\u7684\uff0c\u5185\u5b58\u5747\u5300\u5730\u5206\u5e03\u7ed9\u5404\u4e2a\u8bbe\u5907\uff0c\u4ee5\u4f7f\u7528\u66f4\u591a\u673a\u5668\u6765\u652f\u6301\u66f4\u957f\u7684\u5e8f\u5217\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-d56f1af4fc229c97ea9feb5f431a3328.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-d56f1af4fc229c97ea9feb5f431a3328.png\"><\/a><\/section>\n<section><strong>LongVILA \u8bad\u7ec3\u6d41\u7a0b<\/strong><\/section>\n<section><\/section>\n<section>\u4e0a\u6587\u63d0\u5230\uff0cLongVILA \u7684\u8bad\u7ec3\u6d41\u7a0b\u5206\u4e3a 5 \u4e2a\u9636\u6bb5\u5b8c\u6210\u3002\u5404\u4e2a\u9636\u6bb5\u7684\u4e3b\u8981\u4efb\u52a1\u5206\u522b\u5982\u4e0b\uff1a<\/section>\n<section><\/section>\n<section>\u5728 Stage 1\uff0c\u53ea\u6709\u591a\u6a21\u6001<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5668\u53ef\u4ee5\u8bad\u7ec3\uff0c\u5176\u4ed6<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5668\u88ab\u51bb\u7ed3\u3002<\/section>\n<section><\/section>\n<section>\u5728 Stage 2\uff0c\u7814\u7a76\u8005\u51bb\u7ed3\u4e86\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u5e76\u8bad\u7ec3\u4e86 LLM \u548c\u591a\u6a21\u6001<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5668\u3002<\/section>\n<section><\/section>\n<section>\u5728 Stage 3\uff0c\u7814\u7a76\u8005\u9488\u5bf9\u77ed\u6570\u636e\u6307\u4ee4\u9075\u5faa\u4efb\u52a1\u5bf9\u6a21\u578b\u5168\u9762\u8fdb\u884c\u5fae\u8c03\uff0c\u6bd4\u5982\u4f7f\u7528\u56fe\u50cf\u548c\u77ed\u89c6\u9891\u6570\u636e\u96c6\u3002<\/section>\n<section><\/section>\n<section>\u5728 Stage 4\uff0c\u7814\u7a76\u8005\u4ee5\u6301\u7eed\u9884\u8bad\u7ec3\u7684\u65b9\u5f0f\uff0c\u4f7f\u7528\u4ec5\u6587\u672c\u7684\u6570\u636e\u96c6\u6765\u6269\u5c55 LLM \u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002<\/section>\n<section><\/section>\n<section>\u5728 Stage 5\uff0c\u7814\u7a76\u8005\u901a\u8fc7\u957f\u89c6\u9891\u76d1\u7763\u5fae\u8c03\u6765\u589e\u5f3a\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6240\u6709<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u5728\u8be5\u9636\u6bb5\u662f\u53ef\u8bad\u7ec3\u7684\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u8005\u4ece\u7cfb\u7edf\u548c\u5efa\u6a21\u4e24\u4e2a\u65b9\u9762\u5bf9\u672c\u6587\u5168\u6808\u89e3\u51b3\u65b9\u6848\u8fdb\u884c\u8bc4\u4f30\u3002\u4ed6\u4eec\u9996\u5148\u5c55\u793a\u4e86\u8bad\u7ec3\u548c\u63a8\u7406\u7ed3\u679c\uff0c\u4ece\u800c\u8bf4\u660e\u4e86\u53ef\u652f\u6301\u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3\u548c\u63a8\u7406\u7684\u7cfb\u7edf\u5b9e\u73b0\u4e86\u6548\u7387\u548c\u53ef\u6269\u5c55\u6027\u3002\u63a5\u7740\u8bc4\u4f30\u4e86\u957f\u4e0a\u4e0b\u6587\u6a21\u578b\u5728\u5b57\u5e55\u548c\u6307\u4ee4\u9075\u5faa\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002<\/section>\n<section><\/section>\n<section><strong>\u8bad\u7ec3\u4e0e\u63a8\u7406\u7cfb\u7edf<\/strong><\/section>\n<section><\/section>\n<section>\u8be5\u7814\u7a76\u5bf9\u8bad\u7ec3\u7cfb\u7edf\u7684\u541e\u5410\u91cf\u3001\u63a8\u7406\u7cfb\u7edf\u7684\u5ef6\u8fdf\u4ee5\u53ca\u652f\u6301\u7684\u6700\u5927\u5e8f\u5217\u957f\u5ea6\u8fdb\u884c\u4e86\u5b9a\u91cf\u8bc4\u4f30\u3002<\/section>\n<section><\/section>\n<section>\u8868 2 \u663e\u793a\u4e86\u541e\u5410\u91cf\u7ed3\u679c\u3002\u4e0e ZIGZAG-RINGATTN \u76f8\u6bd4\uff0c\u672c\u6587\u7cfb\u7edf\u5b9e\u73b0\u4e86 2.1 \u500d\u81f3 5.7 \u500d\u7684\u52a0\u901f\uff0c\u6027\u80fd\u4e0e DeepSpeed-Ulysses \u76f8\u5f53\u3002\u4e0e Megatron-LM CP \u4e2d\u66f4\u4f18\u5316\u7684\u73af\u5f62\u5e8f\u5217\u5e76\u884c\u5b9e\u73b0\u76f8\u6bd4\uff0c\u5b9e\u73b0\u4e86 3.1 \u500d\u81f3 4.3 \u500d\u7684\u52a0\u901f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-63e1cabe84fd5f96087fa3978fe8fe2b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-63e1cabe84fd5f96087fa3978fe8fe2b.png\"><\/a><\/section>\n<section>\u8be5\u7814\u7a76\u901a\u8fc7\u9010\u6b65\u5c06\u5e8f\u5217\u957f\u5ea6\u4ece 1k \u589e\u52a0\u5230 10k \u6765\u8bc4\u4f30\u56fa\u5b9a\u6570\u91cf GPU \u652f\u6301\u7684\u6700\u5927\u5e8f\u5217\u957f\u5ea6\uff0c\u76f4\u5230\u53d1\u751f\u5185\u5b58\u4e0d\u8db3\u9519\u8bef\u3002\u7ed3\u679c\u603b\u7ed3\u5728\u56fe 9 \u4e2d\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u6269\u5c55\u5230 256 \u4e2a GPU \u65f6\uff0c\u672c\u6587\u65b9\u6cd5\u53ef\u4ee5\u652f\u6301\u5927\u7ea6 8 \u500d\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\u6b64\u5916\uff0c\u6240\u63d0\u7cfb\u7edf\u5b9e\u73b0\u4e86\u4e0e ZIGZAG-RINGATTN \u7c7b\u4f3c\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u6269\u5c55\uff0c\u5728 256 \u4e2a GPU \u4e0a\u652f\u6301\u8d85\u8fc7 200 \u4e07\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8b1fe0aa693f365a13ed7b27ea8e1e64.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8b1fe0aa693f365a13ed7b27ea8e1e64.png\"><\/a><\/section>\n<section>\u8868 3 \u6bd4\u8f83\u4e86\u652f\u6301\u7684\u6700\u5927\u5e8f\u5217\u957f\u5ea6\uff0c\u8be5\u7814\u7a76\u63d0\u51fa\u7684\u65b9\u6cd5\u652f\u6301\u7684\u5e8f\u5217\u6bd4 HuggingFace Pipeline \u652f\u6301\u7684\u5e8f\u5217\u957f 2.9 \u500d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5f5aac907796c4b94c7ea86a5cdaed24.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5f5aac907796c4b94c7ea86a5cdaed24.png\"><\/a><\/section>\n<section>\u56fe 11 \u5c55\u793a\u4e86\u957f\u89c6\u9891\u5927\u6d77\u635e\u9488\u5b9e\u9a8c\u7684\u7ed3\u679c\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cLongVILA \u6a21\u578b\uff08\u53f3\uff09\u5728\u4e00\u7cfb\u5217\u5e27\u6570\u548c\u6df1\u5ea6\u4e0a\u90fd\u8868\u73b0\u51fa\u4e86\u589e\u5f3a\u7684\u6027\u80fd\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e8162c3eec659b00cd3cae2833cbc6cf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e8162c3eec659b00cd3cae2833cbc6cf.png\"><\/a><\/section>\n<section>\u8868 5 \u5217\u51fa\u4e86\u5404\u79cd\u6a21\u578b\u5728 Video MME <mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u4e0a\u7684\u8868\u73b0\uff0c\u6bd4\u8f83\u4e86\u5b83\u4eec\u5728\u77ed\u89c6\u9891\u3001\u4e2d\u89c6\u9891\u548c\u957f\u89c6\u9891\u957f\u5ea6\u4e0a\u7684\u6709\u6548\u6027\u4ee5\u53ca\u6574\u4f53\u6027\u80fd\u3002LongVILA-8B \u91c7\u7528 256 \u5e27\uff0c\u603b\u5206\u4e3a 50.5\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c43f004fbb1b24068393e4f03fe6ec5b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c43f004fbb1b24068393e4f03fe6ec5b.png\"><\/a><\/section>\n<section>\u7814\u7a76\u8005\u8fd8\u5728\u8868 6 \u5bf9\u7b2c 3 \u9636\u6bb5\u548c\u7b2c 4 \u9636\u6bb5\u7684\u5f71\u54cd\u8fdb\u884c\u4e86\u6d88\u878d\u7814\u7a76\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9a12351b190b07dd21722662500da4d1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9a12351b190b07dd21722662500da4d1.png\"><\/a><\/section>\n<section>\u8868 7 \u663e\u793a\u4e86\u5728\u4e0d\u540c\u5e27\u6570\uff088\u3001128 \u548c 256\uff09\u4e0a\u8bad\u7ec3\u548c\u8bc4\u4f30\u7684 LongVILA \u6a21\u578b\u7684\u6027\u80fd\u6307\u6807\u3002\u968f\u7740\u5e27\u6570\u7684\u589e\u52a0\uff0c\u6a21\u578b\u7684\u6027\u80fd\u663e\u8457\u63d0\u9ad8\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5e73\u5747\u5206\u6570\u4ece 2.00 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