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hfjsdemo / src-bk /text-generation.html

boazchung

Rename text-generation.html to src-bk/text-generation.html

7fc5795 verified 5 months ago

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	<!DOCTYPE html>
	<html lang="en">

	<head>
	<meta charset="UTF-8">
	<title>Text Generation - Hugging Face Transformers.js</title>

	<script type="module">
	// Import the library
	import { pipeline } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers@2.5.4';

	// Make it available globally
	window.pipeline = pipeline;
	</script>

	<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.1.0/dist/css/bootstrap.min.css" rel="stylesheet">

	<link rel="stylesheet" href="css/styles.css">
	</head>

	<body>
	<div class="container-main">
	<!-- Page Header -->
	<div class="header">
	<div class="header-logo">
	<img src="images/logo.png" alt="logo">
	</div>
	<div class="header-main-text">
	<h1>Hugging Face Transformers.js</h1>
	</div>
	<div class="header-sub-text">
	<h3>Free AI Models for JavaScript Web Development</h3>
	</div>
	</div>
	<hr> <!-- Separator -->

	<!-- Back to Home button -->
	<div class="row mt-5">
	<div class="col-md-12 text-center">
	<a href="index.html" class="btn btn-outline-secondary"
	style="color: #3c650b; border-color: #3c650b;">Back to Main Page</a>
	</div>
	</div>

	<!-- Content -->
	<div class="container mt-5">
	<!-- Centered Titles -->
	<div class="text-center">
	<h2>Natural Language Processing</h2>
	<h4>Text Generation</h4>
	</div>

	<!-- Actual Content of this page -->
	<div id="text-generation-container" class="container mt-4">
	<h5>Text Generation with Xenova/distilgpt2 (Default Settings):</h5>
	<div class="d-flex align-items-center">
	<label for="generationText" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to
	Generate:</label>
	<input type="text" class="form-control flex-grow-1" id="generationText"
	value="I enjoy walking with my cute dog," placeholder="Enter text"
	style="margin-right: 15px; margin-left: 15px;">
	<button id="generateButton" class="btn btn-primary" onclick="generateText()">Generate</button>
	</div>
	<div class="mt-4">
	<h4>Output:</h4>
	<pre id="outputArea"></pre>
	</div>
	</div>

	<hr> <!-- Line Separator -->

	<div id="text-generation-container2" class="container mt-4">
	<h5>Text Generation with Xenova/distilgpt2 (Custom Settings):</h5>
	<div class="d-flex align-items-center">
	<label for="generationText2" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to
	Generate:</label>
	<input type="text" class="form-control flex-grow-1" id="generationText2"
	value="Once upon a time, there was" placeholder="Enter text"
	style="margin-right: 15px; margin-left: 15px;">
	<button id="generateButton2" class="btn btn-primary" onclick="generateText2()">Generate</button>
	</div>
	<div class="mt-4">
	<h4>Output:</h4>
	<pre id="outputArea2"></pre>
	</div>
	</div>

	<hr> <!-- Line Separator -->

	<div id="code-generation-container" class="container mt-4">
	<h5>Code Generation with Xenova/codegen-350M-mono:</h5>
	<div class="d-flex align-items-center">
	<label for="generationCode" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter code to
	Generate:</label>
	<input type="text" class="form-control flex-grow-1" id="generationCode"
	value="def fib(n):" placeholder="Enter code"
	style="margin-right: 15px; margin-left: 15px;">
	<button id="generateCodeButton" class="btn btn-primary" onclick="generateCode()">Generate Code</button>
	</div>
	<div class="mt-4">
	<h4>Output:</h4>
	<pre id="outputAreaCode"></pre>
	</div>
	</div>

	<!-- Back to Home button -->
	<div class="row mt-5">
	<div class="col-md-12 text-center">
	<a href="index.html" class="btn btn-outline-secondary"
	style="color: #3c650b; border-color: #3c650b;">Back to Main Page</a>
	</div>
	</div>
	</div>
	</div>

	<script>

	let generator;
	let code_generator;

	// Initialize the sentiment analysis model
	async function initializeModel() {
	generator = await pipeline('text-generation', 'Xenova/distilgpt2');
	code_generator = await pipeline('text-generation', 'Xenova/codegen-350M-mono');

	}

	async function generateText() {
	const textFieldValue = document.getElementById("generationText").value.trim();

	const result = await generator(textFieldValue);

	document.getElementById("outputArea").innerText = JSON.stringify(result, null, 2);
	}

	async function generateText2() {
	const textFieldValue = document.getElementById("generationText2").value.trim();

	const result = await generator(textFieldValue, {
	temperature: 2,
	max_new_tokens: 20,
	repetition_penalty: 1.5,
	no_repeat_ngram_size: 2,
	num_beams: 2,
	num_return_sequences: 3,
	});

	document.getElementById("outputArea2").innerText = JSON.stringify(result, null, 2);
	}

	async function generateCode() {
	const textFieldValue = document.getElementById("generationCode").value.trim();

	const result = await code_generator(textFieldValue);

	document.getElementById("outputAreaCode").innerText = JSON.stringify(result, null, 2);
	}

	// Initialize the model after the DOM is completely loaded
	window.addEventListener("DOMContentLoaded", initializeModel);
	</script>
	</body>

	</html>