{"id":3714,"date":"2023-05-26T23:33:21","date_gmt":"2023-05-26T15:33:21","guid":{"rendered":"https:\/\/aibackup.com\/?p=3714"},"modified":"2023-06-06T13:33:53","modified_gmt":"2023-06-06T05:33:53","slug":"colossal-ai-cost-effective-scalable-ai-models","status":"publish","type":"post","link":"https:\/\/aibackup.com\/news\/colossal-ai-cost-effective-scalable-ai-models\/","title":{"rendered":"Colossal-AI\uff1a\u8ba9\u5927\u89c4\u6a21AI\u6a21\u578b\u66f4\u4f4e\u6210\u672c\u3001\u66f4\u6613\u7528\u3001\u66f4\u9ad8\u6548"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3714\" class=\"elementor elementor-3714\">\n\t\t\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-4fa3c7f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4fa3c7f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-69f5d1c\" data-id=\"69f5d1c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ee695d2 elementor-widget elementor-widget-image\" data-id=\"ee695d2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"562\" src=\"https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-06_12-14-08-1024x562.png\" class=\"attachment-large size-large wp-image-4370\" alt=\"\" srcset=\"https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-06_12-14-08-1024x562.png 1024w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-06_12-14-08-300x165.png 300w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-06_12-14-08-768x422.png 768w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-06_12-14-08-1536x843.png 1536w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-06_12-14-08-1170x642.png 1170w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-06_12-14-08-585x321.png 585w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-06_12-14-08.png 1814w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-8e5e252 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8e5e252\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4c6d32e\" data-id=\"4c6d32e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8f62b33 elementor-widget elementor-widget-text-editor\" data-id=\"8f62b33\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>\u968f\u7740Transformer\u6a21\u578b\u7684\u6210\u529f\uff0c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u89c4\u6a21\u5df2\u7ecf\u63a8\u8fdb\u5230\u6570\u5341\u4ebf\u7684\u53c2\u6570\u3002\u7531\u4e8e\u5355\u4e2aGPU\u7684\u5185\u5b58\u8d44\u6e90\u6709\u9650\uff0c\u9009\u62e9<strong>\u6700\u4f18\u7684\u5e76\u884c\u7b56\u7565<\/strong>\u6210\u4e3a\u4e86\u4e00\u4e2a\u6311\u6218\uff0c\u56e0\u4e3a\u8fd9\u9700\u8981\u5728\u6df1\u5ea6\u5b66\u4e60\u548c\u5e76\u884c\u8ba1\u7b97\u4e24\u4e2a\u9886\u57df\u90fd\u6709\u4e13\u4e1a\u77e5\u8bc6\u3002<\/p><p>Colossal-AI\u7cfb\u7edf\u901a\u8fc7\u5f15\u5165\u7edf\u4e00\u7684\u63a5\u53e3\u6765\u89e3\u51b3\u4e0a\u8ff0\u6311\u6218\uff0c\u5c06\u6a21\u578b\u8bad\u7ec3\u7684\u987a\u5e8f\u4ee3\u7801\u6269\u5c55\u5230\u5206\u5e03\u5f0f\u73af\u5883\u3002\u5b83\u652f\u6301<strong>\u5982\u6570\u636e\u3001\u6d41\u6c34\u7ebf\u3001\u5f20\u91cf\u548c\u5e8f\u5217\u5e76\u884c\u7b49\u5e76\u884c\u8bad\u7ec3\u65b9\u6cd5<\/strong>\uff0c\u4ee5\u53ca\u4e0e\u96f6\u5197\u4f59\u4f18\u5316\u5668\u96c6\u6210\u7684\u5f02\u6784\u8bad\u7ec3\u65b9\u6cd5\u3002\u4e0e\u57fa\u7ebf\u7cfb\u7edf\u76f8\u6bd4\uff0cColossal-AI\u53ef\u4ee5<strong>\u5728\u5927\u89c4\u6a21\u6a21\u578b\u4e0a\u5b9e\u73b0\u9ad8\u8fbe2.76\u500d\u7684\u8bad\u7ec3\u52a0\u901f<\/strong>\u3002<\/p><p>Colossal-AI\u8fd8\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u5e76\u884c\u7ec4\u4ef6\uff0c\u76ee\u6807\u662f\u8ba9\u5206\u5e03\u5f0fAI\u6a21\u578b\u7684\u6784\u5efa\u50cf\u6784\u5efa\u666e\u901a\u7684\u5355GPU\u6a21\u578b\u4e00\u6837\u7b80\u5355\u3002\u5b83\u63d0\u4f9b\u7684\u53cb\u597d\u5de5\u5177\u53ef\u4ee5\u8ba9\u7528\u6237\u5728\u51e0\u884c\u4ee3\u7801\u5185\u5feb\u901f\u5f00\u59cb\u5206\u5e03\u5f0f\u8bad\u7ec3\u548c\u63a8\u7406\u3002<\/p><p>\u6b64\u5916\uff0cColossal-AI\u8fd8\u6709\u4e00\u4e9b\u6210\u529f\u7684\u6848\u4f8b\uff0c\u5982<strong>ColossalChat<\/strong>\uff0c\u8fd9\u662f\u4e00\u4e2a\u5b8c\u6574\u7684RLHF\u6d41\u7a0b0\u95e8\u69db\u514b\u9686ChatGPT\u7684\u9879\u76ee\u3002\u5b83\u53ef\u4ee5\u63d0\u5347RLHF PPO\u9636\u6bb53\u8bad\u7ec3\u901f\u5ea610\u500d\uff0c\u6700\u9ad8\u53ef\u63d0\u5347\u5355\u673a\u8bad\u7ec3\u901f\u5ea67.73\u500d\uff0c\u5355\u5361\u63a8\u7406\u901f\u5ea61.42\u500d\uff0c\u5355\u5361\u6a21\u578b\u5bb9\u91cf\u6700\u591a\u63d0\u534710.3\u500d\u3002<\/p><p>\u603b\u7684\u6765\u8bf4\uff0cColossal-AI\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ef\u4ee5<strong>\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u7814\u7a76\u4eba\u5458\u66f4\u6709\u6548\u5730\u8bad\u7ec3\u548c\u90e8\u7f72\u5927\u89c4\u6a21\u7684AI\u6a21\u578b\u3002<\/strong><\/p><p><strong>\u76f8\u5173\u8d44\u6599<\/strong>\uff1a<\/p><ul><li><a href=\"https:\/\/github.com\/hpcaitech\/ColossalAI\/tree\/main\/examples\" target=\"_new\">Colossal-AI GitHub<\/a><\/li><li><a href=\"https:\/\/github.com\/hpcaitech\/ColossalAI\/blob\/main\/docs\/README-zh-Hans.md\" target=\"_new\">Colossal-AI\u6587\u6863<\/a><\/li><li><a href=\"https:\/\/arxiv.org\/abs\/2110.14883\" target=\"_new\">Colossal-AI\u8bba\u6587<\/a><\/li><li><a href=\"https:\/\/colossalai.org\/\" target=\"_new\">Colossal-AI\u5b98\u7f51<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Colossal-AI\u662f\u4e00\u4e2a\u521b\u65b0\u7684\u6df1\u5ea6\u5b66\u4e60\u7cfb\u7edf\uff0c\u65e8\u5728\u4f7f\u5927\u89c4\u6a21\u5e76\u884c\u8bad\u7ec3\u66f4\u52a0\u9ad8\u6548\u548c\u6613\u7528\u3002\u5b83\u652f\u6301\u6570\u636e\u3001\u6d41\u6c34\u7ebf\u3001\u5f20\u91cf\u548c\u5e8f\u5217\u5e76\u884c\u8bad\u7ec3\u65b9\u6cd5\uff0c\u4ee5\u53ca\u4e0e\u96f6\u5197\u4f59\u4f18\u5316\u5668\u96c6\u6210\u7684\u5f02\u6784\u8bad\u7ec3\u65b9\u6cd5\u3002\u76f8\u6bd4\u4e8e\u57fa\u7ebf\u7cfb\u7edf\uff0cColossal-AI\u53ef\u4ee5\u5728\u5927\u89c4\u6a21\u6a21\u578b\u4e0a\u5b9e\u73b0\u9ad8\u8fbe2.76\u500d\u7684\u8bad\u7ec3\u52a0\u901f\u3002<\/p>\n","protected":false},"author":1,"featured_media":4370,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[296,294,297,135,298,295,293,300,180,299],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.0 (Yoast SEO v22.0) - 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