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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="A 30-minute scientific introduction to large language models, with interactive explanations of learning, attention, reasoning, and verification.">
<meta name="color-scheme" content="light">
<title>Large language models</title>
<link rel="icon" href="data:,">
<link rel="stylesheet" href="assets/talk.css">
<script src="assets/content.js" defer></script>
<script src="assets/foundation-scenes.js" defer></script>
<script src="assets/transformer-scenes.js" defer></script>
<script src="assets/diagrams.js" defer></script>
<script src="assets/talk.js" defer></script>
</head>
<body>
<a class="skip-link" href="#controls">Presentation controls</a>
<main id="viewport" aria-label="Presentation">
<div id="stage"></div>
</main>
<aside id="notes-panel" aria-label="Speaker notes" hidden>
<div class="notes-heading"><h2 id="notes-title">Speaker notes</h2><button id="close-notes" aria-label="Close speaker notes">×</button></div>
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<div class="tools"><span id="timer" hidden>00:00</span><button id="notes-button" aria-pressed="false" title="Speaker notes (N)">Notes</button><button id="presenter-button" title="Open presenter window (P)">Presenter</button><button id="fullscreen-button" title="Fullscreen (F)" aria-label="Toggle fullscreen">⛶</button><button id="help-button" title="Help (?)" aria-label="Keyboard shortcuts and sources">?</button></div>
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<dl class="shortcuts"><dt>Space / → / Page Down</dt><dd>Next animation step, then next slide</dd><dt>← / Page Up</dt><dd>Previous step</dd><dt>Shift + → / ←</dt><dd>Next / previous slide</dd><dt>Home / End</dt><dd>First / last slide</dd><dt>R</dt><dd>Replay this slide</dd><dt>N / P</dt><dd>Notes / separate presenter window</dd><dt>O / F</dt><dd>Slide index / fullscreen</dd><dt>T / Shift + T</dt><dd>Start or pause timer / reset timer</dd><dt>B / Escape</dt><dd>Blank screen / close a panel or unblank</dd></dl>
<p>Use the arrow buttons on a touch screen. Animations advance only when you choose. Reduced-motion preferences are respected.</p>
<p>Teaching examples and attention weights are illustrative. Dated research results have linked citations. No live model, account, or network request is needed to present.</p>
<div class="help-links"><button id="sources-button">References</button><a href="?handout=1">Reading view</a><button id="print-button">Print slides</button><a href="SPEAKER_NOTES.md">Speaker notes</a></div>
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<noscript><main class="no-script"><h1>Large language models</h1><p>This presentation uses JavaScript for its slides and animations. Enable JavaScript, or read the <a href="SPEAKER_NOTES.md">complete speaker notes</a> and <a href="SOURCES.md">sources</a>.</p></main></noscript>
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