BERT vs GPT – The Engineering of Conscious Experience

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#machinelearning #shorts #deeplearning #chatgpt #neuralnetwork #datascience

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datetime="2022-09-27T07:00:34-07:00">September 27, 2022</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/demohub__demos_for_modern_data_tools/">DemoHub | Demos For Modern Data Tools</a></span></span> </div> </header> </article> </div> <div id="comments" class="comments-area"> <h5 class="comments-title"> 11 thoughts on “<span>BERT vs GPT</span>” </h5> <ol class="comment-list"> <li id="comment-313104" class="comment even thread-even depth-1"> <article id="div-comment-313104" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC5fwedajKdGMt05Eb9XlscA" class="url" rel="ugc external nofollow">Varun Tulsian</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313104"><time datetime="2023-01-23T07:46:04-07:00">January 23, 2023 at 7:46 am</time></a> </div> </footer> <div class="comment-content"> <p>this is very useful. Just wanted to add that the gpt decoder doesn't have the cross attention in the transformer block.</p> </div> </article> </li> <li id="comment-313103" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-313103" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCm4vvTEI1bG7bvMCjno0Dfw" class="url" rel="ugc external nofollow">Darshan Tank</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313103"><time datetime="2023-02-16T11:50:57-07:00">February 16, 2023 at 11:50 am</time></a> </div> </footer> <div class="comment-content"> <p>One is for Natural language understanding and another is for Natural language generation</p> </div> </article> </li> <li id="comment-313102" class="comment even thread-even depth-1"> <article id="div-comment-313102" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCoIExWgW2zrBarevLvSfBVw" class="url" rel="ugc external nofollow">Mani N</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313102"><time datetime="2023-02-22T08:22:32-07:00">February 22, 2023 at 8:22 am</time></a> </div> </footer> <div class="comment-content"> <p>Great explanation. For eg, if I have to read all the client emails and understand their requirements and auto create tasks based on that prediction, which model should I go for? BERT or GPT?</p> </div> </article> </li> <li id="comment-313101" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-313101" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCUb0WqFydQYf9yY63B9QX4g" class="url" rel="ugc external nofollow">Obieda Ananbeh</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313101"><time datetime="2023-03-02T12:57:41-07:00">March 2, 2023 at 12:57 pm</time></a> </div> </footer> <div class="comment-content"> <p>Awesome 👏</p> </div> </article> </li> <li id="comment-313100" class="comment even thread-even depth-1"> <article id="div-comment-313100" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCBLJy-IzwLY3gkrNQI8yABA" class="url" rel="ugc external nofollow">Usama</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313100"><time datetime="2023-03-22T17:09:01-07:00">March 22, 2023 at 5:09 pm</time></a> </div> </footer> <div class="comment-content"> <p>I love you ❤</p> </div> </article> </li> <li id="comment-313099" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-313099" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCmGv4qrkENcFTAgcOkhKlhA" class="url" rel="ugc external nofollow">Доктор Ларкен</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313099"><time datetime="2023-05-07T07:27:11-07:00">May 7, 2023 at 7:27 am</time></a> </div> </footer> <div class="comment-content"> <p>Bert also Drives a trans am!</p> <p>Jokes aside I do appreciate your videos!</p> </div> </article> </li> <li id="comment-313098" class="comment even thread-even depth-1"> <article id="div-comment-313098" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCHEyOoYKXzHLnYvjWDLzOUQ" class="url" rel="ugc external nofollow">Vladislav Korecký</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313098"><time datetime="2023-06-14T23:50:45-07:00">June 14, 2023 at 11:50 pm</time></a> </div> </footer> <div class="comment-content"> <p>What if I stack both encoders and decoders? Do I get some BERTGPT hybrid?</p> </div> </article> </li> <li id="comment-313097" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-313097" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCgeHiosnGnNy0FB_JbXnsrQ" class="url" rel="ugc external nofollow">hub git</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313097"><time datetime="2023-07-01T20:28:37-07:00">July 1, 2023 at 8:28 pm</time></a> </div> </footer> <div class="comment-content"> <p>good</p> </div> </article> </li> <li id="comment-313096" class="comment even thread-even depth-1"> <article id="div-comment-313096" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCT_DU9rStmfydZyRNw4JYNA" class="url" rel="ugc external nofollow">Nicholas Zustak</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313096"><time datetime="2023-07-29T10:26:09-07:00">July 29, 2023 at 10:26 am</time></a> </div> </footer> <div class="comment-content"> <p>So BERT doesn’t have a decoder? Did I misunderstand</p> </div> </article> </li> <li id="comment-313095" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-313095" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCVglFCFc_NwpFk63f_GN76Q" class="url" rel="ugc external nofollow">sai madhavi yalla</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313095"><time datetime="2023-08-20T23:13:24-07:00">August 20, 2023 at 11:13 pm</time></a> </div> </footer> <div class="comment-content"> <p>transformer models are usually parallelly run right?</p> </div> </article> </li> <li id="comment-313094" class="comment even thread-even depth-1"> <article id="div-comment-313094" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCAfacq--T8J4pq5lrSsGVRQ" class="url" rel="ugc external nofollow">Vadim.B.Smirnov@phystech AntLion cocolacre</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/bert-vs-gpt/#comment-313094"><time datetime="2023-09-10T01:13:52-07:00">September 10, 2023 at 1:13 am</time></a> </div> </footer> <div class="comment-content"> <p>can't read this scheme, unfathomable. arrow goes inwards to both inputs and outputs? looks like horseshit to me.</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>