{"id":3943,"date":"2023-11-22T00:08:43","date_gmt":"2023-11-21T15:08:43","guid":{"rendered":"https:\/\/julialang.kr\/?p=3943"},"modified":"2023-11-22T00:13:32","modified_gmt":"2023-11-21T15:13:32","slug":"python-gpt-fine-tuning-chatgpt-fine-tuning","status":"publish","type":"post","link":"https:\/\/julialang.kr\/?p=3943","title":{"rendered":"[Python,  GPT, Fine-Tuning] ChatGPT Fine-Tuning"},"content":{"rendered":"\n<p>ChatGPT\uc5d0\uc11c Fine-Tuning\ud558\ub294 \ubc29\ubc95\uc744 \uc18c\uac1c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ucc45- &#8220;<a href=\"https:\/\/wikibook.co.kr\/openai-llm\/\">GPT-4, ChatGPT, \ub77c\ub9c8\uc778\ub371\uc2a4, \ub7ad\uccb4\uc778\uc744 \ud65c\uc6a9\ud55c \uc778\uacf5\uc9c0\ub2a5 \ud504\ub85c\uadf8\ub798\ubc0d<\/a>&#8220;\uc758 \ub370\uc774\ud130\uc640 \ub0b4\uc6a9, \uadf8\ub9ac\uace0 OpenAI Fine-Tuning, Medium ,<a href=\"https:\/\/medium.com\/@reddyyashu20\/fine-tuning-gpt-3-5-on-custom-dataset-a-step-by-step-guide-827e87870cfa\">Fine-Tuning GPT-3.5 on Custom Dataset: A Step-by-Step Guide<\/a> \ub97c \ucc38\uace0 \ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub370\uc774\ud130 \uc6d0\ubcf8 : <a href=\"https:\/\/tyc.rei-yumesaki.net\/material\/kaiwa-ai\/\" data-type=\"link\" data-id=\"https:\/\/tyc.rei-yumesaki.net\/material\/kaiwa-ai\/\">\uc77c\ubcf8\uc5b4 \uc560\ub2c8\uba54\uc774\uc158 \ub300\uc0ac<\/a> (\ucc45\uc774\uc77c\ubcf8\uc5b4\ud310 \ubc88\uc5ed\ubcf8 \uc785\ub2c8\ub2e4.)<\/p>\n\n\n\n<p>\ub370\uc774\ud130 \ubc88\uc5ed\ubcf8(cvs\ud30c\uc77c) &#8211; <a href=\"https:\/\/julialang.kr\/wp-content\/uploads\/2023\/11\/tsukuyomi.zip\">\ub2e4\uc6b4\ub85c\ub4dc<\/a><\/p>\n\n\n\n<p>\uc544\ub798 \uc18c\uc2a4 \ucf54\ub4dc\uc5d0 \uc0ac\uc6a9\ub41c Fine-Tuning \ub370\uc774\ud130 \ud3ec\ub9f7 \uac80\uc99d, \ud1a0\ud070\uc218 \uce74\uc6b4\ud2b8, \ud30c\uc778 \ud29c\ub2dd \ube44\uc6a9\uc0b0\uc815 \ud30c\uc77c &#8220;fine_tuning_data_prepare_analysis.py&#8221;\uc744 \ucca8\ubd80 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>fine_tuning_data_prepare_analysis.py &#8211; <a href=\"https:\/\/julialang.kr\/wp-content\/uploads\/2023\/11\/fine_tuning_data_prepare_analysis.zip\">\ub2e4\uc6b4\ub85c\ub4dc<\/a><\/p>\n\n\n\n<iframe src=\"https:\/\/julialang.kr\/wp-content\/uploads\/2023\/11\/04_fine_tuning.html\"\nwidth=100% height=\"7300px\" frameborder=\"0\" seamless allowfullscreen><\/iframe>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT\uc5d0\uc11c Fine-Tuning\ud558\ub294 \ubc29\ubc95\uc744 \uc18c\uac1c \ud569\ub2c8\ub2e4. \ucc45- &#8220;GPT-4, ChatGPT, \ub77c\ub9c8\uc778\ub371\uc2a4, \ub7ad\uccb4\uc778\uc744 \ud65c\uc6a9\ud55c \uc778\uacf5\uc9c0\ub2a5 \ud504\ub85c\uadf8\ub798\ubc0d&#8220;\uc758 \ub370\uc774\ud130\uc640 \ub0b4\uc6a9, \uadf8\ub9ac\uace0 OpenAI Fine-Tuning, Medium ,Fine-Tuning GPT-3.5 on Custom Dataset: A Step-by-Step Guide \ub97c \ucc38\uace0 \ud558\uc600\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc6d0\ubcf8 : \uc77c\ubcf8\uc5b4 \uc560\ub2c8\uba54\uc774\uc158 \ub300\uc0ac (\ucc45\uc774\uc77c\ubcf8\uc5b4\ud310 \ubc88\uc5ed\ubcf8 \uc785\ub2c8\ub2e4.) \ub370\uc774\ud130 \ubc88\uc5ed\ubcf8(cvs\ud30c\uc77c) &#8211; \ub2e4\uc6b4\ub85c\ub4dc \uc544\ub798 \uc18c\uc2a4 \ucf54\ub4dc\uc5d0 \uc0ac\uc6a9\ub41c Fine-Tuning \ub370\uc774\ud130 \ud3ec\ub9f7 \uac80\uc99d, \ud1a0\ud070\uc218 \uce74\uc6b4\ud2b8, \ud30c\uc778 \ud29c\ub2dd [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[18,89,87],"tags":[],"_links":{"self":[{"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/posts\/3943"}],"collection":[{"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/julialang.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3943"}],"version-history":[{"count":2,"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/posts\/3943\/revisions"}],"predecessor-version":[{"id":3948,"href":"https:\/\/julialang.kr\/index.php?rest_route=\/wp\/v2\/posts\/3943\/revisions\/3948"}],"wp:attachment":[{"href":"https:\/\/julialang.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/julialang.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3943"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/julialang.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}