# MobileForge

Android GUI-agent adaptation framework combining app exploration, generated curricula and rollout feedback with hint-conditioned step-level GRPO; the documented public training path targets Qwen3-VL-8B.

- Catalog URL: https://awesomecua.github.io/resources/github-kwai-mobileforge/
- Original source: https://github.com/kwai/MobileForge
- Kind: framework
- Review: curated
- Scope: core
- Environments: android
- Topics: mobile-navigation, data-generation, reinforcement-learning, evaluation
- Evidence checked: 2026-10-20T03:55:04.230792+00:00
- ID: github:kwai/mobileforge

## Limitations

The root README describes MobileGym exploration/feedback and HiFPO optimization. The training README limits its public training path to the Qwen3-VL-8B experiment. Linked model and dataset collections, executable source completeness and benchmark results were not independently verified; the repository code license is not a model or dataset license.

- Record JSON: https://awesomecua.github.io/resources/github-kwai-mobileforge/record.json

## License declarations

- code: Apache-2.0 — https://raw.githubusercontent.com/kwai/MobileForge/main/LICENSE
- data: not recorded
- document: not recorded
- weights: not recorded

- code review: The complete root LICENSE declares Apache-2.0 for repository code. Linked data and model weights, and third-party dependencies, retain separate licensing requirements.
  Sources: https://raw.githubusercontent.com/kwai/MobileForge/main/LICENSE, https://raw.githubusercontent.com/kwai/MobileForge/main/README.md

## Primary evidence

- https://raw.githubusercontent.com/kwai/MobileForge/main/README.md (retrieved 2026-10-20T03:55:04.230792+00:00; SHA-256 f78f58a6e3b8dd2ae3e8c49a15473782ae258ecd70719f7eeddfa43a10441adf)
- https://raw.githubusercontent.com/kwai/MobileForge/main/training/README.md (retrieved 2026-10-20T03:55:29.533431+00:00; SHA-256 58187fe25d8398ef2ae31de02debd4bc3b932ff1925db86a87f5de65b016aed1)
- https://raw.githubusercontent.com/kwai/MobileForge/main/LICENSE (retrieved 2026-10-20T03:55:07.420029+00:00; SHA-256 c71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4)
- https://api.github.com/search/repositories?q=topic%3Agui-agent+is%3Apublic+fork%3Afalse+created%3A2008-01-01..2026-10-18&per_page=100&page=1&sort=updated&order=asc (retrieved 2026-10-19T19:10:26.954787+00:00; SHA-256 0ae4477b885b0915e43874399c2a6b91f7d07954697370204550df931f7db82c)