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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Translation - huggingface.js</title>
<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">
<!-- 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>Translation</h4>
</div>
<!-- Actual Content of this page -->
<form id="hf-form">
<input
type="text"
style="display:none"
autocomplete="username"
value="user"
/>
<div>
<label for="hf-token">Hugging Face Token (optional but limited if absent)</label>
<input
id="hf-token"
placeholder="HF-TOKEN"
type="password"
autocomplete="new-password"
/>
</div>
<div id="translation-container" class="container mt-4">
<h5>Translation w/ Xenova/t5-base:</h5>
<div class="d-flex align-items-center">
<label for="translationText2" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to
Translate:</label>
<input type="text" class="form-control flex-grow-1" id="translationText2" value="My name is Wolfgang and I live in Amsterdam"
placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">
<button id="translateButton2" class="btn btn-primary">Translate</button>
</div>
<div class="mt-4">
<h4>Output:</h4>
<pre id="outputArea2"></pre>
</div>
</div>
</form>
<!-- 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 type="module">
import { HfInference } from 'https://cdn.jsdelivr.net/npm/@huggingface/inference@2.6.4/+esm';
let hf;
// Initialize the sentiment analysis model
async function initializeModel() {
const token = document.getElementById("hf-token").value;
console.log("TOKEN: ", token);
hf = new HfInference();
//console.log(hf);
}
async function translateText() {
// Ensure that hf is initialized before this function is called
if (!hf) {
console.error("HfInference is not initialized.");
return;
}
const textFieldValue = document.getElementById("translationText2").value.trim();
console.log(textFieldValue)
try {
const result = await hf.translation({
model: 't5-base',
inputs: textFieldValue,
});
document.getElementById("outputArea2").innerText = JSON.stringify(result, null, 2);
} catch (error) {
console.error("Error during translation:", error);
}
}
window.addEventListener("DOMContentLoaded", (event) => {
initializeModel();
document.getElementById("translateButton2").addEventListener("click", translateText);
});
</script>
</body>
</html> |