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A two-second on-device probe that tells your app how fast an LLM of a given size will decode on this phone, whether it fits, and on what basis.

Use this package as a library

Depend on it

Run this command:

With Flutter:

 $ flutter pub add headroom

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

dependencies:
  headroom: ^0.1.0

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:headroom/headroom.dart';
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A two-second on-device probe that tells your app how fast an LLM of a given size will decode on this phone, whether it fits, and on what basis.

Repository (GitHub)
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Topics

#llm #on-device-ai #benchmark #memory-bandwidth #inference

License

MIT (license)

Dependencies

flutter

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Packages that depend on headroom

Packages that implement headroom