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| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <title>Translation - huggingface.js</title> | |
| <link href="https://cdn.jsdelivr.net/npm/[email protected]/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/[email protected]/+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 { | |
| let 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> |