How to fine-tune GPT-3 without code – The Engineering of Conscious Experience

Thibald Leonhard

Learn how to fine-tune GPT-3 without code in less than 10 minutes.
Create custom natural language models trained specifically for a use case you choose.

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on OpenAI's GPT-3 API</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/14-cool-apps-built-on-openais-gpt-3-api/" rel="bookmark"><time class="entry-date published updated" datetime="2020-07-20T13:15:48-07:00">July 20, 2020</time></a></span><span class="byline"><i class="far fa-user-circle"></i><span class="author vcard"><a class="url fn n" href="https://theengineeringofconsciousexperience.com/author/d8ae7581da708e7a81335cc3c305d353/">Bakz T. Future</a></span></span> </div> </header> </article> </div> <div id="comments" class="comments-area"> <h5 class="comments-title"> 21 thoughts on “<span>How to fine-tune GPT-3 without code</span>” </h5> <ol class="comment-list"> <li id="comment-316807" class="comment even thread-even depth-1"> <article id="div-comment-316807" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCOILD8jtBW1M79ETcSkKqgw" class="url" rel="ugc external nofollow">Thibald Leonhard</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316807"><time datetime="2023-01-27T23:58:40-07:00">January 27, 2023 at 11:58 pm</time></a> </div> </footer> <div class="comment-content"> <p>Sign up to easyGPT here: <a href="https://easygpt.io/">https://easygpt.io/</a><br />Sign up to OpenAI here: <a href="https://openai.com/api/">https://openai.com/api/</a></p> </div> </article> </li> <li id="comment-316827" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316827" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCbBT9ryoC8RhKn4wfenAwVA" class="url" rel="ugc external nofollow">顆粒王</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316827"><time datetime="2023-04-07T16:29:00-07:00">April 7, 2023 at 4:29 pm</time></a> </div> </footer> <div class="comment-content"> <p>super helpful, very well explained, thanks for creating the tool and explaining how it works</p> </div> </article> </li> <li id="comment-316826" class="comment even thread-even depth-1"> <article id="div-comment-316826" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCYJ5sSJ-_rUMkx1Qhaiq4lw" class="url" rel="ugc external nofollow">Alex Todd</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316826"><time datetime="2023-04-09T08:54:22-07:00">April 9, 2023 at 8:54 am</time></a> </div> </footer> <div class="comment-content"> <p>Thibald, I was so excited to try using EasyGPT, but was disappointed that it is no longer working. What's the issue? Have you resolved the trust issue of providing you with my API key?</p> </div> </article> </li> <li id="comment-316825" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316825" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCVBQzn5lH5yYyaz2X44_r3A" class="url" rel="ugc external nofollow">Yuri Pereira</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316825"><time datetime="2023-04-11T14:21:01-07:00">April 11, 2023 at 2:21 pm</time></a> </div> </footer> <div class="comment-content"> <p>Works in the playground, but I've been trying to make API requests with my new fine-tune model, and is not working. Do you know how to solve that? Their documentation sucks…</p> </div> </article> </li> <li id="comment-316824" class="comment even thread-even depth-1"> <article id="div-comment-316824" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCfUMKOPmfbBzcaNfSJxFIXg" class="url" rel="ugc external nofollow">Tihh Gonçalves</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316824"><time datetime="2023-04-12T07:00:28-07:00">April 12, 2023 at 7:00 am</time></a> </div> </footer> <div class="comment-content"> <p>🚀 Hey, dude! This project is amazing. Thank you for sharing it with us. Which language is it developed in? Is it collaborative? (I'm a developer too). 💻</p> </div> </article> </li> <li id="comment-316823" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316823" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCH31M1IA3NLrzem0nSOSy-w" class="url" rel="ugc external nofollow">Pablo Vidal</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316823"><time datetime="2023-04-12T23:18:11-07:00">April 12, 2023 at 11:18 pm</time></a> </div> </footer> <div class="comment-content"> <p>Is there a way for the language model to answer only those questions that relate to the prompts we set up? To give more precision to the chatbot's answers. Thank you very much for the content!</p> </div> </article> </li> <li id="comment-316822" class="comment even thread-even depth-1"> <article id="div-comment-316822" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC7gEgJ3CUcUuigLwrLi6kLg" class="url" rel="ugc external nofollow">Matthew Tejeda</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316822"><time datetime="2023-04-13T07:49:08-07:00">April 13, 2023 at 7:49 am</time></a> </div> </footer> <div class="comment-content"> <p>Dude this is amazing. I need to get the api of my new fine tuned model to use it in Zapier. How can i get the api for it?</p> </div> </article> </li> <li id="comment-316821" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316821" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCIwhesAVJ96H7npS3aKWhGQ" class="url" rel="ugc external nofollow">Anser Ali</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316821"><time datetime="2023-04-13T17:26:04-07:00">April 13, 2023 at 5:26 pm</time></a> </div> </footer> <div class="comment-content"> <p>Hey I tried to follow the instruction but I am unable to produce the outcome as expected could you share your csv</p> </div> </article> </li> <li id="comment-316820" class="comment even thread-even depth-1"> <article id="div-comment-316820" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCPBT88YeEWStG0wz86ZQcmw" class="url" rel="ugc external nofollow">Ciju</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316820"><time datetime="2023-04-19T12:42:55-07:00">April 19, 2023 at 12:42 pm</time></a> </div> </footer> <div class="comment-content"> <p>Would this work for wine recommendations, or are there too many variables?</p> </div> </article> </li> <li id="comment-316819" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316819" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCWNi45zCFo6VwuGp6iuOAtw" class="url" rel="ugc external nofollow">chunho law</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316819"><time datetime="2023-05-12T22:07:09-07:00">May 12, 2023 at 10:07 pm</time></a> </div> </footer> <div class="comment-content"> <p>Sir MayI ask why when I clicked the upload file to OpenAi button, it shows a success message, but when I headed to the fine tune section and look for that training data, I cant find it? Thank you very much for your help, will definitely buy you a coffee after your help</p> </div> </article> </li> <li id="comment-316818" class="comment even thread-even depth-1"> <article id="div-comment-316818" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCjhrqi05ODG3niLCTwE30lw" class="url" rel="ugc external nofollow">David Si</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316818"><time datetime="2023-05-16T12:24:59-07:00">May 16, 2023 at 12:24 pm</time></a> </div> </footer> <div class="comment-content"> <p>Thank you for your sharing. I want to know, will there be a price display after fine-tuning?</p> </div> </article> </li> <li id="comment-316817" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316817" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC43ZrE1YjAXCBkdL2wwU0hA" class="url" rel="ugc external nofollow">swag doodle</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316817"><time datetime="2023-06-08T13:20:09-07:00">June 8, 2023 at 1:20 pm</time></a> </div> </footer> <div class="comment-content"> <p>hey im trying to click on the add new button but nothing is happening its glitching</p> </div> </article> </li> <li id="comment-316816" class="comment even thread-even depth-1"> <article id="div-comment-316816" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCn7Prpe3Hz6oRWPiCTv4Gmw" class="url" rel="ugc external nofollow">Daxit Mangukiya</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316816"><time datetime="2023-06-18T02:03:28-07:00">June 18, 2023 at 2:03 am</time></a> </div> </footer> <div class="comment-content"> <p>really cool . thanks</p> </div> </article> </li> <li id="comment-316815" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316815" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCjvoKegbwxu1t_rCoHPjTew" class="url" rel="ugc external nofollow">Channel Why</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316815"><time datetime="2023-07-09T11:46:58-07:00">July 9, 2023 at 11:46 am</time></a> </div> </footer> <div class="comment-content"> <p>does it only work with openai models or it supports huggingface models too?</p> </div> </article> </li> <li id="comment-316814" class="comment even thread-even depth-1"> <article id="div-comment-316814" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCOgTmHJ6OlhcAibdK6zh4gg" class="url" rel="ugc external nofollow">Lega X infinity</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316814"><time datetime="2023-07-14T08:09:22-07:00">July 14, 2023 at 8:09 am</time></a> </div> </footer> <div class="comment-content"> <p>You made my day, man</p> </div> </article> </li> <li id="comment-316813" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316813" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCKXKAjfuQs49wwPWlQ-1-Hg" class="url" rel="ugc external nofollow">Raju Tukadya</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316813"><time datetime="2023-08-03T03:48:46-07:00">August 3, 2023 at 3:48 am</time></a> </div> </footer> <div class="comment-content"> <p>Hey, is my API key given on this platform safe? Because I work at a company which has provided me the API key. I can't put that API key on risk because the company is paying the bill</p> </div> </article> </li> <li id="comment-316812" class="comment even thread-even depth-1"> <article id="div-comment-316812" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCagcNc62ZAbVITeoNt87zKA" class="url" rel="ugc external nofollow">Take the hand of AI</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316812"><time datetime="2023-08-23T08:38:04-07:00">August 23, 2023 at 8:38 am</time></a> </div> </footer> <div class="comment-content"> <p>Hey! when will the turbo models be abalible to choose? maad respect that you created this for free</p> </div> </article> </li> <li id="comment-316811" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316811" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCX6W3P2Wzou8-HhGQ2ekX3Q" class="url" rel="ugc external nofollow">zubair Tahir</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316811"><time datetime="2023-09-08T00:05:04-07:00">September 8, 2023 at 12:05 am</time></a> </div> </footer> <div class="comment-content"> <p>where is the csv file? can you please attached it ?</p> </div> </article> </li> <li id="comment-316810" class="comment even thread-even depth-1"> <article id="div-comment-316810" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCX6W3P2Wzou8-HhGQ2ekX3Q" class="url" rel="ugc external nofollow">zubair Tahir</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316810"><time datetime="2023-09-08T00:05:20-07:00">September 8, 2023 at 12:05 am</time></a> </div> </footer> <div class="comment-content"> <p>please give me csv file</p> </div> </article> </li> <li id="comment-316809" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-316809" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCGvnAkHyvnvuzN4xCiOKitg" class="url" rel="ugc external nofollow">Mastamind Chaan</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316809"><time datetime="2023-09-14T18:03:46-07:00">September 14, 2023 at 6:03 pm</time></a> </div> </footer> <div class="comment-content"> <p>I have the same problem with every tutorial on YouTube, I would be happy if someone answers. I don't understand the prompt.<br />If I do a bot or a text adventure, okay.<br /> <br />But what if I want to train a data set in which a description can be found for all 100,000 animals in the world?!<br />So I have to create a prompt for every animal?<br /> <br />Like "Question: What does a turtle look like, answer: Green, small and round"<br /> <br />I won't be able to finish it in my lifetime.</p> </div> </article> </li> <li id="comment-316808" class="comment even thread-even depth-1"> <article id="div-comment-316808" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCDe1_W9n7-HHHxpF310pCOw" class="url" rel="ugc external nofollow">americano3</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/how-to-fine-tune-gpt-3-without-code/#comment-316808"><time datetime="2023-10-14T19:08:47-07:00">October 14, 2023 at 7:08 pm</time></a> </div> </footer> <div class="comment-content"> <p>Gosh. I’m not a programmer. I just wish there were a program that would let you fine tune a large language model just by talking to it in plain English</p> </div> </article> </li> </ol> <p class="no-comments">Comments are closed.</p> </div> </main> </div> <div class="col-md-3 px-lg-3 "> </div> </div> </div> </div> <footer id="colophon" class="site-footer"> <div class="container"> <div class="row"> <div class="col-md-12 text-center"> <div class="site-info"> <span> Powered By: <a href="https://wordpress.org/" target="_blank">WordPress</a> </span> <span class="sep"> | </span> <span> Theme: <a href="https://odiethemes.com/themes/magazinebook/" target="_blank">MagazineBook</a> By OdieThemes </span> </div> </div> </div> </div> </footer> </div> <script>(function(){var advanced_ads_ga_UID="UA-88163215-1",advanced_ads_ga_anonymIP=!!1;window.advanced_ads_check_adblocker=function(t){var n=[],e=null;function a(t){var n=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||function(t){return setTimeout(t,16)};n.call(window,t)}return a((function(){var t=document.createElement("div");t.innerHTML=" ",t.setAttribute("class","ad_unit ad-unit text-ad text_ad pub_300x250"),t.setAttribute("style","width: 1px !important; height: 1px !important; position: absolute !important; left: 0px !important; top: 0px !important; overflow: hidden !important;"),document.body.appendChild(t),a((function(){var a,o,i=null===(a=(o=window).getComputedStyle)||void 0===a?void 0:a.call(o,t),d=null==i?void 0:i.getPropertyValue("-moz-binding");e=i&&"none"===i.getPropertyValue("display")||"string"==typeof d&&-1!==d.indexOf("about:");for(var c=0,r=n.length;c<r;c++)n[c](e);n=[]}))})),function(t){"undefined"==typeof advanced_ads_adblocker_test&&(e=!0),null!==e?t(e):n.push(t)}}(),(()=>{function t(t){this.UID=t,this.analyticsObject="function"==typeof gtag;var n=this;return this.count=function(){gtag("event","AdBlock",{event_category:"Advanced Ads",event_label:"Yes",non_interaction:!0,send_to:n.UID})},function(){if(!n.analyticsObject){var e=document.createElement("script");e.src="https://www.googletagmanager.com/gtag/js?id="+t,e.async=!0,document.body.appendChild(e),window.dataLayer=window.dataLayer||[],window.gtag=function(){dataLayer.push(arguments)},n.analyticsObject=!0,gtag("js",new Date)}var a={send_page_view:!1,transport_type:"beacon"};window.advanced_ads_ga_anonymIP&&(a.anonymize_ip=!0),gtag("config",t,a)}(),this}advanced_ads_check_adblocker((function(n){n&&new t(advanced_ads_ga_UID).count()}))})();})();</script><div style="clear:both;width:100%;text-align:center; font-size:11px; "><a target="_blank" title="WP2Social Auto Publish" href="https://xyzscripts.com/wordpress-plugins/facebook-auto-publish/compare" >WP2Social Auto Publish</a> Powered By : <a target="_blank" title="PHP Scripts & Programs" href="http://www.xyzscripts.com" >XYZScripts.com</a></div><script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/navigation.js?ver=1.0.9" id="magazinebook-navigation-js"></script> <script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/skip-link-focus-fix.js?ver=1.0.9" id="magazinebook-skip-link-focus-fix-js"></script> <script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/jquery.easy-ticker.js?ver=3.1.0" id="magazinebook-news-ticker-js"></script> <script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/splide.min.js?ver=2.3.1" id="splide-js-js"></script> <script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/theme.js?ver=1.0.9" id="magazinebook-theme-js-js"></script> <script>!function(){window.advanced_ads_ready_queue=window.advanced_ads_ready_queue||[],advanced_ads_ready_queue.push=window.advanced_ads_ready;for(var d=0,a=advanced_ads_ready_queue.length;d<a;d++)advanced_ads_ready(advanced_ads_ready_queue[d])}();</script> </body> </html>