[DLHLP 2020] 來自獵人暗黑大陸的模型 GPT-3 – The Engineering of Conscious Experience

Hung-yi Lee

slides: http://speech.ee.ntu.edu.tw/~tlkagk/courses/DLHLP20/GPT3%20(v6).pdf

GPT-2 請見之前的影片
https://youtu.be/UYPa347-DdE?t=2963

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/> </a> <span class="cat-links"><a href="https://theengineeringofconsciousexperience.com/category/gpt-3/" rel="category tag">GPT 3</a></span> <header class="entry-header"> <h3 class="entry-title"><a href="https://theengineeringofconsciousexperience.com/if-chatgpt-was-asian-2/" rel="bookmark">If ChatGPT Was Asian 2</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/if-chatgpt-was-asian-2/" rel="bookmark"><time class="entry-date published updated" datetime="2023-10-10T14:39:24-07:00">October 10, 2023</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/steven_he/">Steven He</a></span></span> </div> </header> </article> <article class="mb-featured-article col-md-4 px-lg-3 post"> <a class="post-thumbnail" 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href="https://theengineeringofconsciousexperience.com/author/f55264f1d0ccf0af0adaa2cf81b44510/">uzmanim.net</a></span></span> </div> </header> </article> <article class="mb-featured-article col-md-4 px-lg-3 post"> <a class="post-thumbnail" href="https://theengineeringofconsciousexperience.com/%d9%85%d8%a7-%d9%87%d9%88-mbr-%d9%88-gpt-%d9%88%d9%85%d8%a7-%d8%a7%d9%84%d9%81%d8%b1%d9%82-%d8%a8%d9%8a%d9%86%d9%87%d9%85%d8%a7-%d9%88%d9%85%d9%85%d9%8a%d8%b2%d8%a7%d8%aa-%d9%83%d9%84%d8%a7-%d9%85/" aria-hidden="true" tabindex="-1"> <img width="501" height="282" src="https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/06/1625041448_maxresdefault.jpg" class="attachment-magazinebook-featured-image-medium size-magazinebook-featured-image-medium wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/06/1625041448_maxresdefault.jpg 1280w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/06/1625041448_maxresdefault-300x169.jpg 300w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/06/1625041448_maxresdefault-1024x576.jpg 1024w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/06/1625041448_maxresdefault-768x432.jpg 768w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/06/1625041448_maxresdefault-520x293.jpg 520w" sizes="(max-width: 501px) 100vw, 501px" /> </a> <span class="cat-links"><a href="https://theengineeringofconsciousexperience.com/category/gpt-3/" rel="category tag">GPT 3</a></span> <header class="entry-header"> <h3 class="entry-title"><a href="https://theengineeringofconsciousexperience.com/%d9%85%d8%a7-%d9%87%d9%88-mbr-%d9%88-gpt-%d9%88%d9%85%d8%a7-%d8%a7%d9%84%d9%81%d8%b1%d9%82-%d8%a8%d9%8a%d9%86%d9%87%d9%85%d8%a7-%d9%88%d9%85%d9%85%d9%8a%d8%b2%d8%a7%d8%aa-%d9%83%d9%84%d8%a7-%d9%85/" rel="bookmark">ما هو MBR و GPT وما الفرق بينهما ومميزات كلا منهما وايهما افضل</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/%d9%85%d8%a7-%d9%87%d9%88-mbr-%d9%88-gpt-%d9%88%d9%85%d8%a7-%d8%a7%d9%84%d9%81%d8%b1%d9%82-%d8%a8%d9%8a%d9%86%d9%87%d9%85%d8%a7-%d9%88%d9%85%d9%85%d9%8a%d8%b2%d8%a7%d8%aa-%d9%83%d9%84%d8%a7-%d9%85/" rel="bookmark"><time class="entry-date published updated" datetime="2020-01-31T08:31:25-07:00">January 31, 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/turn_brain/">Turn Brain</a></span></span> </div> </header> </article> </div> <div id="comments" class="comments-area"> <h5 class="comments-title"> 17 thoughts on “<span>[DLHLP 2020] 來自獵人暗黑大陸的模型 GPT-3</span>” </h5> <ol class="comment-list"> <li id="comment-169936" class="comment even thread-even depth-1"> <article id="div-comment-169936" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC2ggjtuuWvxrHHHiaDH1dlQ" class="url" rel="ugc external nofollow">Hung-yi Lee</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169936"><time datetime="2020-06-27T23:37:10-07:00">June 27, 2020 at 11:37 pm</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=DOG1L9lvsDY&t=29m20s">29:20</a> 後來想想，應該是網球狗比較像老皮</p> </div> </article> </li> <li id="comment-169935" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-169935" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCfOoneGnM5NyV-M9egAgHYQ" class="url" rel="ugc external nofollow">股票散戶成長日記</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169935"><time datetime="2020-06-28T00:01:22-07:00">June 28, 2020 at 12:01 am</time></a> </div> </footer> <div class="comment-content"> <p>這和我追求的強大模型不同，這已經不是人類該再次前往的地方。</p> </div> </article> </li> <li id="comment-169934" class="comment even thread-even depth-1"> <article id="div-comment-169934" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCYocyBByX3jsw95aS1uCelA" class="url" rel="ugc external nofollow">阿雅</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169934"><time datetime="2020-06-28T00:01:47-07:00">June 28, 2020 at 12:01 am</time></a> </div> </footer> <div class="comment-content"> <p>巨大的網路是訓練家的末日。</p> </div> </article> </li> <li id="comment-169933" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-169933" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCB4IV5scDkb3uFx4jEJ-epQ" class="url" rel="ugc external nofollow">zhe hu</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169933"><time datetime="2020-06-28T02:31:08-07:00">June 28, 2020 at 2:31 am</time></a> </div> </footer> <div class="comment-content"> <p>赶紧来围观GPT3</p> </div> </article> </li> <li id="comment-169932" class="comment even thread-even depth-1"> <article id="div-comment-169932" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCxtry8LDO2gAP___O5Sinvg" class="url" rel="ugc external nofollow">Huang mel</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169932"><time datetime="2020-06-28T03:58:20-07:00">June 28, 2020 at 3:58 am</time></a> </div> </footer> <div class="comment-content"> <p>遮臉的貓咪好可愛</p> </div> </article> </li> <li id="comment-169931" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-169931" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCq0q6SmEAZblCvtUvVGpJzw" class="url" rel="ugc external nofollow">Heisenberg Chang</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169931"><time datetime="2020-06-28T04:20:41-07:00">June 28, 2020 at 4:20 am</time></a> </div> </footer> <div class="comment-content"> <p>每個鄉民都有一個ELMO</p> </div> </article> </li> <li id="comment-169930" class="comment even thread-even depth-1"> <article id="div-comment-169930" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC6zBVQhgysrM0Du0KwNkykA" class="url" rel="ugc external nofollow">Delphi Gentry</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169930"><time datetime="2020-06-28T11:10:19-07:00">June 28, 2020 at 11:10 am</time></a> </div> </footer> <div class="comment-content"> <p>大巧不工</p> </div> </article> </li> <li id="comment-169929" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-169929" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCjB61sOUsoNI22WdpHApvJA" class="url" rel="ugc external nofollow">梅海艺</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169929"><time datetime="2020-06-30T20:18:12-07:00">June 30, 2020 at 8:18 pm</time></a> </div> </footer> <div class="comment-content"> <p>宇宙的终极答案是42 😄</p> </div> </article> </li> <li id="comment-169928" class="comment even thread-even depth-1"> <article id="div-comment-169928" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCMBzhnrcCsVAmdhVBMj70Mg" class="url" rel="ugc external nofollow">C C</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169928"><time datetime="2020-07-01T21:48:50-07:00">July 1, 2020 at 9:48 pm</time></a> </div> </footer> <div class="comment-content"> <p>这么大的参数量，真的有种智慧要诞生的感觉诶</p> </div> </article> </li> <li id="comment-169927" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-169927" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCyjN7RLnrZ3kEKQgi69D1Lw" class="url" rel="ugc external nofollow">Joko Mandiri</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169927"><time datetime="2020-07-08T01:21:29-07:00">July 8, 2020 at 1:21 am</time></a> </div> </footer> <div class="comment-content"> <p>where do you guys live, taiwan or hk?</p> </div> </article> </li> <li id="comment-169926" class="comment even thread-even depth-1"> <article id="div-comment-169926" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCfKf50OB4wpORDuLDmrG0hQ" class="url" rel="ugc external nofollow">张志鹏</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169926"><time datetime="2020-07-22T00:39:42-07:00">July 22, 2020 at 12:39 am</time></a> </div> </footer> <div class="comment-content"> <p>做三位数加法不行而做三位数减法行，应该是因为三位数加法有可能会得到四位数的结果，而减法不会吧</p> </div> </article> </li> <li id="comment-169925" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-169925" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCtE3K4cN54js8g4buqGlBYA" class="url" rel="ugc external nofollow">fafa li</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169925"><time datetime="2020-08-02T01:13:22-07:00">August 2, 2020 at 1:13 am</time></a> </div> </footer> <div class="comment-content"> <p>为什么42 就是生命的意义</p> </div> </article> </li> <li id="comment-169924" class="comment even thread-even depth-1"> <article id="div-comment-169924" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCw2_A9kWAAmyfYOVKWyVR3w" class="url" rel="ugc external nofollow">zhonghua he</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169924"><time datetime="2020-08-04T22:35:40-07:00">August 4, 2020 at 10:35 pm</time></a> </div> </footer> <div class="comment-content"> <p>大家有看到GPT-3在中文里的应用吗？</p> </div> </article> </li> <li id="comment-169923" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-169923" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCYEkDrZuMLfS5CfmLMHquKw" class="url" rel="ugc external nofollow">iam Spammer</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169923"><time datetime="2020-08-06T07:33:22-07:00">August 6, 2020 at 7:33 am</time></a> </div> </footer> <div class="comment-content"> <p>能解释下这是怎样 work 的吗，只学了 LSTM , CNN ,GAN</p> </div> </article> </li> <li id="comment-169922" class="comment even thread-even depth-1"> <article id="div-comment-169922" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC39fykcxdYsgRjkA2NcGmPg" class="url" rel="ugc external nofollow">Phil ·net</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169922"><time datetime="2020-08-13T00:51:49-07:00">August 13, 2020 at 12:51 am</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=DOG1L9lvsDY&t=2m24s">2:24</a>我以为比珠穆朗玛还要高</p> </div> </article> </li> <li id="comment-169921" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-169921" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC39fykcxdYsgRjkA2NcGmPg" class="url" rel="ugc external nofollow">Phil ·net</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169921"><time datetime="2020-08-13T01:00:52-07:00">August 13, 2020 at 1:00 am</time></a> </div> </footer> <div class="comment-content"> <p><a href="https://www.youtube.com/watch?v=DOG1L9lvsDY&t=11m11s">11:11</a></p> </div> </article> </li> <li id="comment-169920" class="comment even thread-even depth-1"> <article id="div-comment-169920" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCMGladXUdhw6-JXCX2dpVOA" class="url" rel="ugc external nofollow">Sean Jingxiang Chen</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/dlhlp-2020-%e4%be%86%e8%87%aa%e7%8d%b5%e4%ba%ba%e6%9a%97%e9%bb%91%e5%a4%a7%e9%99%b8%e7%9a%84%e6%a8%a1%e5%9e%8b-gpt-3/#comment-169920"><time datetime="2020-08-25T12:41:31-07:00">August 25, 2020 at 12:41 pm</time></a> </div> </footer> <div class="comment-content"> <p>问个很笨的问题为什么同样的上文或者图片上半部分 gpt会生成不一样的下文呢？这种随机性是在beam search里面设计的吗</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/" 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