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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Transformer for Natural Language Processing</title>
<style>
body {
font-family: Arial, sans-serif;
line-height: 1.6;
background-color: #f9f9f9;
color: #333;
margin: 0;
padding: 0;
}
h1 {
font-size: 2em;
text-align: center;
padding: 1em;
background-color: #e0f0ff;
border-bottom: 5px solid #1f3a60;
margin-bottom: 1em;
}
img {
display: block;
margin: 0 auto;
border-radius: 10px;
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.copyright {
text-align: center;
margin-bottom: 2em;
}
.highlight {
font-size: 1.2em;
font-weight: bold;
color: #1f3a60;
background-color: #e0f0ff;
padding: 15px;
border-radius: 10px;
text-align: center;
line-height: 1.5;
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
margin-bottom: 1em;
}
.notebooks {
text-align: center;
font-size: 1.5em;
margin-bottom: 1em;
}
.links {
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}
a {
color: #1f3a60;
text-decoration: none;
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a:hover {
text-decoration: underline;
}
.chatgpt-animation {
display: flex;
justify-content: center;
margin-top: 2em;
}
.chatgpt-container {
border: 2px solid #1f3a60;
border-radius: 10px;
background-color: #e0f0ff;
padding: 1em;
max-width: 600px;
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
}
.chatgpt-question,
.chatgpt-answer {
animation: fadeInOut 5s ease-in-out infinite;
opacity: 0;
margin-bottom: 0.5em;
}
.chatgpt-answer {
animation-delay: 2.5s;
}
@keyframes fadeInOut {
0% {
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opacity: 1;
}
100% {
opacity: 0;
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.word-swarm {
display: flex;
flex-wrap: wrap;
justify-content: space-evenly;
padding: 2em;
margin-top: 2em;
position: relative;
overflow: hidden;
}
.word {
font-size: 1.5em;
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opacity: 0.8;
animation: move 10s linear infinite;
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0% {
transform: translateY(100%);
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.word:nth-child(odd) {
animation-duration: 12s;
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.word:nth-child(2n) {
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.word:nth-child(3n) {
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.word:nth-child(4n) {
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.video-container {
position: relative;
width: 100%;
max-width: 560px;
height: 0;
padding-bottom: 56.25%;
margin: 2em auto;
}
.video-container iframe {
position: absolute;
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height: 100%;
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.linkedin-post {
display: flex;
justify-content: center;
margin-top: 5em; /* Adjust the value as needed */
}
</style>
</head>
<body>
<h1>Transformers-for-NLP-2nd-Edition</h1>
<img src="https://github.com/Denis2054/Transformers-for-NLP-2nd-Edition/blob/main/Transformers_Rothman.png?raw=tru" alt="drawing" width="400"/>
<p class="copyright">©Copyright 2022, 2023, Denis Rothman, Packt Publishing<br>
Last updated on March 24,2023</p>
<p class="highlight">Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP. A BONUS directory containing OpenAI API notebooks with ChatGPT with GPT-3.5-turbo/GPT-4 and image generation with DALL-E.</p>
<p class="notebooks">🐬 OpenAI ChatGPT, GPT-4, DALL-E notebooks</p>
<p class="links">
<a href="https://github.com/Denis2054/Transformers-for-NLP-2nd-Edition">The Book GitHub Repository</a><br>
<a href="https://www.linkedin.com/in/denis-rothman-0b034043/">Contact me on LinkedIn</a><br>
<a href="https://www.amazon.com/Transformers-Natural-Language-Processing-architectures-dp-1803247339/dp/1803247339/ref=mt_other?_encoding=UTF8&me=&qid=">Get the book on Amazon</a>
<div class="chatgpt-animation">
<div class="chatgpt-container">
<div class="chatgpt-question">
<p>Question: What is a transformer in NLP?</p>
</div>
<div class="chatgpt-answer">
<p>Answer: A transformer is a deep learning model architecture used in natural language processing tasks for better performance and efficiency.</p>
</div>
</div>
</div>
<div class="word-swarm">
<span class="word">NLP</span>
<span class="word">Transformer</span>
<span class="word">GPT-3.5-turbo</span>
<span class="word">GPT-4</span>
<span class="word">DeBERTa</span>
<span class="word">Metaverse</span>
<span class="word">Hugging Face</span>
<span class="word">OpenAI</span>
<span class="word">Trax</span>
<span class="word">AllenNLP</span>
<span class="word">ChatGPT</span>
<span class="word">DALL-E</span>
</div>
<div class="video-container">
<iframe width="560" height="315" src="https://www.youtube.com/embed/0tGQJURQuVg" title="Getting Started with GPT 4" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
<div class="linkedin-post">
<iframe src="https://www.linkedin.com/embed/feed/update/urn:li:ugcPost:7044673277067223040" height="1248" width="504" frameborder="0" allowfullscreen="" title="Embedded post"></iframe>
</div>
</p>
</body>
</html>