diff --git a/react-translator/.gitignore b/react-translator/.gitignore
new file mode 100644
index 00000000..a547bf36
--- /dev/null
+++ b/react-translator/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/react-translator/eslint.config.js b/react-translator/eslint.config.js
new file mode 100644
index 00000000..777fe18f
--- /dev/null
+++ b/react-translator/eslint.config.js
@@ -0,0 +1,29 @@
+import js from "@eslint/js";
+import globals from "globals";
+import reactHooks from "eslint-plugin-react-hooks";
+import reactRefresh from "eslint-plugin-react-refresh";
+import { defineConfig, globalIgnores } from "eslint/config";
+
+export default defineConfig([
+ globalIgnores(["dist"]),
+ {
+ files: ["**/*.{js,jsx}"],
+ extends: [
+ js.configs.recommended,
+ reactHooks.configs["recommended-latest"],
+ reactRefresh.configs.vite,
+ ],
+ languageOptions: {
+ ecmaVersion: 2020,
+ globals: globals.browser,
+ parserOptions: {
+ ecmaVersion: "latest",
+ ecmaFeatures: { jsx: true },
+ sourceType: "module",
+ },
+ },
+ rules: {
+ "no-unused-vars": ["error", { varsIgnorePattern: "^[A-Z_]" }],
+ },
+ },
+]);
diff --git a/react-translator/index.html b/react-translator/index.html
new file mode 100644
index 00000000..244e3cec
--- /dev/null
+++ b/react-translator/index.html
@@ -0,0 +1,12 @@
+
+
+
+
+
+ Transformers.js - Sample react application
+
+
+
+
+
+
diff --git a/react-translator/package-lock.json b/react-translator/package-lock.json
new file mode 100644
index 00000000..4c7af251
--- /dev/null
+++ b/react-translator/package-lock.json
@@ -0,0 +1,3827 @@
+{
+ "name": "react-translator",
+ "version": "0.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "react-translator",
+ "version": "0.0.0",
+ "dependencies": {
+ "@huggingface/transformers": "^3.7.0",
+ "react": "^19.1.0",
+ "react-dom": "^19.1.0"
+ },
+ "devDependencies": {
+ "@eslint/js": "^9.30.1",
+ "@types/react": "^19.1.8",
+ "@types/react-dom": "^19.1.6",
+ "@vitejs/plugin-react": "^4.6.0",
+ "eslint": "^9.30.1",
+ "eslint-plugin-react-hooks": "^5.2.0",
+ "eslint-plugin-react-refresh": "^0.4.20",
+ "globals": "^16.3.0",
+ "vite": "^7.0.4"
+ }
+ },
+ "node_modules/@ampproject/remapping": {
+ "version": "2.3.0",
+ "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
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+ "dev": true,
+ "license": "Apache-2.0",
+ "dependencies": {
+ "@jridgewell/gen-mapping": "^0.3.5",
+ "@jridgewell/trace-mapping": "^0.3.24"
+ },
+ "engines": {
+ "node": ">=6.0.0"
+ }
+ },
+ "node_modules/@babel/code-frame": {
+ "version": "7.27.1",
+ "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.27.1.tgz",
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+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/helper-validator-identifier": "^7.27.1",
+ "js-tokens": "^4.0.0",
+ "picocolors": "^1.1.1"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/compat-data": {
+ "version": "7.28.0",
+ "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.28.0.tgz",
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+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/core": {
+ "version": "7.28.0",
+ "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.28.0.tgz",
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+ "convert-source-map": "^2.0.0",
+ "debug": "^4.1.0",
+ "gensync": "^1.0.0-beta.2",
+ "json5": "^2.2.3",
+ "semver": "^6.3.1"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/babel"
+ }
+ },
+ "node_modules/@babel/generator": {
+ "version": "7.28.0",
+ "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.28.0.tgz",
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diff --git a/react-translator/package.json b/react-translator/package.json
new file mode 100644
index 00000000..e6f772bb
--- /dev/null
+++ b/react-translator/package.json
@@ -0,0 +1,28 @@
+{
+ "name": "react-translator",
+ "private": true,
+ "version": "0.0.0",
+ "type": "module",
+ "scripts": {
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+}
diff --git a/react-translator/src/App.css b/react-translator/src/App.css
new file mode 100644
index 00000000..be0355f3
--- /dev/null
+++ b/react-translator/src/App.css
@@ -0,0 +1,69 @@
+#root {
+ max-width: 1280px;
+ margin: 0 auto;
+ padding: 2rem;
+ text-align: center;
+}
+
+.language-container {
+ display: flex;
+ gap: 20px;
+}
+
+.textbox-container {
+ display: flex;
+ justify-content: center;
+ gap: 20px;
+ width: 800px;
+}
+
+.textbox-container > textarea,
+.language-selector {
+ width: 50%;
+}
+
+.language-selector > select {
+ width: 150px;
+}
+
+.progress-container {
+ position: relative;
+ font-size: 14px;
+ color: white;
+ background-color: #e9ecef;
+ border: solid 1px;
+ border-radius: 8px;
+ text-align: left;
+ overflow: hidden;
+}
+
+.progress-bar {
+ padding: 0 4px;
+ z-index: 0;
+ top: 0;
+ width: 1%;
+ overflow: hidden;
+ background-color: #007bff;
+ white-space: nowrap;
+}
+
+.progress-text {
+ z-index: 2;
+}
+
+.selector-container {
+ display: flex;
+ gap: 20px;
+}
+
+.progress-bars-container {
+ padding: 8px;
+ height: 140px;
+}
+
+.container {
+ margin: 25px;
+ display: flex;
+ flex-direction: column;
+ gap: 10px;
+}
diff --git a/react-translator/src/App.jsx b/react-translator/src/App.jsx
new file mode 100644
index 00000000..0c358ad0
--- /dev/null
+++ b/react-translator/src/App.jsx
@@ -0,0 +1,137 @@
+import { useEffect, useRef, useState } from "react";
+import LanguageSelector from "./components/LanguageSelector";
+import Progress from "./components/Progress";
+
+import "./App.css";
+
+function App() {
+ // Model loading
+ const [ready, setReady] = useState(null);
+ const [disabled, setDisabled] = useState(false);
+ const [progressItems, setProgressItems] = useState([]);
+
+ // Inputs and outputs
+ const [input, setInput] = useState("I love walking my dog.");
+ const [sourceLanguage, setSourceLanguage] = useState("eng_Latn");
+ const [targetLanguage, setTargetLanguage] = useState("fra_Latn");
+ const [output, setOutput] = useState("");
+
+ // Create a reference to the worker object.
+ const worker = useRef(null);
+
+ // We use the `useEffect` hook to setup the worker as soon as the `App` component is mounted.
+ useEffect(() => {
+ // Create the worker if it does not yet exist.
+ worker.current ??= new Worker(new URL("./worker.js", import.meta.url), {
+ type: "module",
+ });
+
+ // Create a callback function for messages from the worker thread.
+ const onMessageReceived = (e) => {
+ switch (e.data.status) {
+ case "initiate":
+ // Model file start load: add a new progress item to the list.
+ setReady(false);
+ setProgressItems((prev) => [...prev, e.data]);
+ break;
+
+ case "progress":
+ // Model file progress: update one of the progress items.
+ setProgressItems((prev) =>
+ prev.map((item) => {
+ if (item.file === e.data.file) {
+ return { ...item, progress: e.data.progress };
+ }
+ return item;
+ }),
+ );
+ break;
+
+ case "done":
+ // Model file loaded: remove the progress item from the list.
+ setProgressItems((prev) =>
+ prev.filter((item) => item.file !== e.data.file),
+ );
+ break;
+
+ case "ready":
+ // Pipeline ready: the worker is ready to accept messages.
+ setReady(true);
+ break;
+
+ case "update":
+ // Generation update: update the output text.
+ setOutput((o) => o + e.data.output);
+ break;
+
+ case "complete":
+ // Generation complete: re-enable the "Translate" button
+ setDisabled(false);
+ break;
+ }
+ };
+
+ // Attach the callback function as an event listener.
+ worker.current.addEventListener("message", onMessageReceived);
+
+ // Define a cleanup function for when the component is unmounted.
+ return () =>
+ worker.current.removeEventListener("message", onMessageReceived);
+ });
+
+ const translate = () => {
+ setDisabled(true);
+ setOutput("");
+ worker.current.postMessage({
+ text: input,
+ src_lang: sourceLanguage,
+ tgt_lang: targetLanguage,
+ });
+ };
+
+ return (
+ <>
+ Transformers.js
+ ML-powered multilingual translation in React!
+
+
+
+ setSourceLanguage(x.target.value)}
+ />
+ setTargetLanguage(x.target.value)}
+ />
+
+
+
+
+
+
+
+ {ready === false &&
}
+ {progressItems.map((data) => (
+
+ ))}
+
+
+
+
+ );
+}
diff --git a/react-translator/src/components/Progress.jsx b/react-translator/src/components/Progress.jsx
new file mode 100644
index 00000000..1d64029b
--- /dev/null
+++ b/react-translator/src/components/Progress.jsx
@@ -0,0 +1,10 @@
+export default function Progress({ text, percentage }) {
+ percentage = percentage ?? 0;
+ return (
+
+
+ {text} ({`${percentage.toFixed(2)}%`})
+
+