saia_lite_rt 1.0.0
saia_lite_rt: ^1.0.0 copied to clipboard
On-device and web-accelerated runtime wrapper for LiteRT (TensorFlow Lite) and LiteRT-LM models in Flutter.
import 'package:flutter/material.dart';
import 'package:saia_lite_rt/saia_lite_rt.dart';
void main() {
runApp(const MyApp());
}
class MyApp extends StatelessWidget {
const MyApp({super.key});
@override
Widget build(BuildContext context) {
return MaterialApp(
title: 'Saia LiteRT Example',
theme: ThemeData.dark(),
home: const HomeScreen(),
);
}
}
class HomeScreen extends StatefulWidget {
const HomeScreen({super.key});
@override
State<HomeScreen> createState() => _HomeScreenState();
}
class _HomeScreenState extends State<HomeScreen> {
final _runtime = SaiaLiteRt.instance;
String _status = 'Not initialized';
final List<String> _tokens = [];
Future<void> _runModel() async {
setState(() {
_status = 'Initializing LiteRT-LM...';
_tokens.clear();
});
try {
await _runtime.loadLiteRtLm();
setState(() {
_status = 'Loading model...';
});
// Simulate loading Gemma 3n (Nano)
final model = await _runtime.loadLmModel('models/gemma-3n.litertlm');
setState(() {
_status = 'Generating response...';
});
final stream = model.generateStream('Hello Gemma, how are you?');
await for (final token in stream) {
setState(() {
_tokens.add(token);
});
}
setState(() {
_status = 'Inference completed';
});
await model.dispose();
} catch (e) {
setState(() {
_status = 'Error: $e';
});
}
}
@override
Widget build(BuildContext context) {
return Scaffold(
appBar: AppBar(title: const Text('Saia LiteRT')),
body: Padding(
padding: const EdgeInsets.all(16.0),
key: const ValueKey('body_padding'),
child: Column(
crossAxisAlignment: CrossAxisAlignment.stretch,
children: [
ElevatedButton(
onPressed: _runModel,
child: const Text('Test Local Gemma 3n'),
),
const SizedBox(height: 20),
Text(
'Status: $_status',
style: const TextStyle(fontWeight: FontWeight.bold),
),
const SizedBox(height: 20),
const Text('Response:'),
Expanded(
child: Container(
padding: const EdgeInsets.all(8),
color: Colors.black26,
child: SingleChildScrollView(
child: Text(_tokens.join('')),
),
),
),
],
),
),
);
}
}