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A fault injection framework for testing on-device AI models in Flutter. Simulate memory pressure, malformed inputs, and degradation to catch failures before deployment.

Use this package as an executable

Install it

You can install the package from the command line:

dart pub global activate sate_ai

Use it

The package has the following executables:

$ sate_ai

Use this package as a library

Depend on it

Run this command:

With Flutter:

 $ flutter pub add sate_ai

This will add a line like this to your package's pubspec.yaml (and run an implicit flutter pub get):

dependencies:
  sate_ai: ^0.7.0

Alternatively, your editor might support flutter pub get. Check the docs for your editor to learn more.

Import it

Now in your Dart code, you can use:

import 'package:sate_ai/sate_ai.dart';
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A fault injection framework for testing on-device AI models in Flutter. Simulate memory pressure, malformed inputs, and degradation to catch failures before deployment.

Repository (GitHub)
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Contributing

Topics

#testing #ai #on-device #llm #fault-injection

License

MIT (license)

Dependencies

args, flutter, onnxruntime, tflite_flutter

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Packages that depend on sate_ai