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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Large vs Small Language Models</title>
<style>
body {
font-family: 'Arial', sans-serif;
text-align: center;
background-color: #f0f2f5;
margin: 0;
padding: 0;
}
h1 {
margin-top: 20px;
color: #333;
font-size: 2em;
}
.container {
width: 90%;
margin: 0 auto;
max-width: 1100px;
padding: 20px;
}
.game-board {
display: flex;
justify-content: space-between;
margin-top: 30px;
gap: 20px;
}
.feature-list ul {
list-style: none;
padding: 0;
}
.feature-list li {
background-color: #fff;
border: 2px solid #d1d1d1;
padding: 15px;
margin: 10px 0;
cursor: grab;
border-radius: 8px;
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
transition: transform 0.2s ease;
}
.feature-list li:hover {
transform: scale(1.05);
}
.category {
width: 45%;
padding: 20px;
background-color: #fff;
border: 2px solid #333;
border-radius: 10px;
min-height: 300px;
box-shadow: 0 6px 12px rgba(0, 0, 0, 0.1);
}
.category h2 {
margin-bottom: 20px;
font-size: 1.5em;
color: #333;
}
#large, #small {
min-height: 200px;
border: 2px dashed #999;
padding: 10px;
border-radius: 8px;
}
#large.dragging-over,
#small.dragging-over {
border-color: #007bff;
}
.score-section {
margin-top: 40px;
}
.score-section h3 {
font-size: 1.5em;
color: #007bff;
}
.feedback {
margin-top: 10px;
font-size: 1.2em;
color: red;
}
.correct-answer {
color: green;
margin-top: 5px;
}
button {
padding: 10px 20px;
background-color: #007bff;
color: #fff;
border: none;
border-radius: 5px;
cursor: pointer;
font-size: 1em;
}
button:hover {
background-color: #0056b3;
}
button:active {
transform: scale(0.98);
}
</style>
</head>
<body>
<div class="container">
<h1>Large vs Small Language Models</h1>
<div class="game-board">
<div class="feature-list">
<h2>Features</h2>
<ul id="features">
<li id="feature1" draggable="true" ondragstart="drag(event)">Trained with large volumes of general text data</li>
<li id="feature2" draggable="true" ondragstart="drag(event)">Trained with focused text data</li>
<li id="feature3" draggable="true" ondragstart="drag(event)">Many billions of parameters</li>
<li id="feature4" draggable="true" ondragstart="drag(event)">Fewer parameters</li>
<li id="feature5" draggable="true" ondragstart="drag(event)">Comprehensive language generation capabilities in multiple contexts</li>
<li id="feature6" draggable="true" ondragstart="drag(event)">Focused language generation capabilities in specialized contexts</li>
<li id="feature7" draggable="true" ondragstart="drag(event)">Large size can impact performance and portability</li>
<li id="feature8" draggable="true" ondragstart="drag(event)">Fast and portable</li>
<li id="feature9" draggable="true" ondragstart="drag(event)">Time-consuming (and expensive) to fine-tune with your own training data</li>
<li id="feature10" draggable="true" ondragstart="drag(event)">Faster (and less expensive) to fine-tune with your own training data</li>
<li id="feature11" draggable="true" ondragstart="drag(event)">Examples include: OpenAI GPT 4, Mistral 7B, Meta Llama 3</li>
<li id="feature12" draggable="true" ondragstart="drag(event)">Examples include: Microsoft Phi 2, Microsoft Orca 2, OpenAI GPT Neo</li>
</ul>
</div>
<div class="category large">
<h2>Large Language Models (LLMs)</h2>
<div id="large" ondrop="drop(event)" ondragover="allowDrop(event)"></div>
</div>
<div class="category small">
<h2>Small Language Models (SLMs)</h2>
<div id="small" ondrop="drop(event)" ondragover="allowDrop(event)"></div>
</div>
</div>
<div class="feedback" id="feedback"></div>
<div class="correct-answer" id="correct-answer"></div>
<div class="score-section">
<h3>Score: <span id="score">0</span></h3>
<button onclick="resetGame()">Reset Game</button>
</div>
</div>
<script>
let score = 0;
function allowDrop(event) {
event.preventDefault();
}
function drag(event) {
event.dataTransfer.setData("text", event.target.id);
}
function drop(event) {
event.preventDefault();
const featureId = event.dataTransfer.getData("text");
const feature = document.getElementById(featureId);
const category = event.target.id;
const dropZone = event.target;
const feedback = document.getElementById("feedback");
const correctAnswer = document.getElementById("correct-answer");
feedback.innerText = '';
correctAnswer.innerText = '';
// Handle category matching
if ((featureId === "feature1" || featureId === "feature3" || featureId === "feature5" || featureId === "feature7" || featureId === "feature9" || featureId === "feature11") && category === "large") {
score += 1;
document.getElementById("score").innerText = score;
dropZone.appendChild(feature);
} else if ((featureId === "feature2" || featureId === "feature4" || featureId === "feature6" || featureId === "feature8" || featureId === "feature10" || featureId === "feature12") && category === "small") {
score += 1;
document.getElementById("score").innerText = score;
dropZone.appendChild(feature);
} else {
score -= 1;
feedback.innerText = "Incorrect!";
correctAnswer.innerText = "The correct category for that feature is " + (category === "large" ? "Small Language Models (SLMs)" : "Large Language Models (LLMs)");
document.getElementById("score").innerText = score;
feature.style.display = 'none';
}
}
// Add visual feedback for drag over
document.querySelectorAll(".category div").forEach(dropZone => {
dropZone.addEventListener("dragover", function () {
dropZone.classList.add("dragging-over");
});
dropZone.addEventListener("dragleave", function () {
dropZone.classList.remove("dragging-over");
});
});
// Shuffle the list of features
function shuffleFeatures() {
const features = document.getElementById("features");
for (let i = features.children.length; i >= 0; i--) {
features.appendChild(features.children[Math.random() * i | 0]);
}
}
// Reset the game
function resetGame() {
score = 0;
document.getElementById("score").innerText = score;
const features = document.getElementById("features");
const featureElements = document.querySelectorAll('li'); // Select all features including those in drop zones
const largeDropZone = document.getElementById("large");
const smallDropZone = document.getElementById("small");
// Clear the drop zones
largeDropZone.innerHTML = '';
smallDropZone.innerHTML = '';
// Reset the features back to the list and make them visible again
featureElements.forEach(feature => {
features.appendChild(feature); // Move feature back to the list
feature.style.display = 'block'; // Make features visible again
});
// Clear feedback
document.getElementById("feedback").innerText = '';
document.getElementById("correct-answer").innerText = '';
// Shuffle the feature list
shuffleFeatures();
}
// Shuffle features on page load
window.onload = shuffleFeatures;
</script>
</body>
</html>
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