---
license: mit
base_model: mPLUG/GUI-Owl-1.5-8B-Instruct
library_name: transformers
pipeline_tag: image-text-to-text
tags:
  - mobile-gui
  - vision-language-model
  - anonymous-submission
---

# ForgeOwl-8B-200tasks

ForgeOwl-8B-200tasks is the GUI-Owl-1.5-8B-Instruct policy adapted with MobileForge on `200` automatically generated target-app tasks. MobileForge uses the policy's own rollouts, hierarchical critic feedback, corrective hints, and hint-contextualized step-level GRPO. No human-written adaptation tasks, demonstrations, or reward labels are used.

This repository is part of an anonymous ICLR submission artifact. Author and paper-identifying metadata will be added after review.

Anonymous project page: https://mobileforge-anonymous.github.io/

## Evaluation

On AndroidWorld (`116` tasks), this checkpoint obtains `75/116` (`64.7%`) Pass@1, `85/116` (`73.3%`) Pass@2, and `86/116` (`74.1%`) Pass@3.

Reproduction code and raw evaluation archives are available from the [anonymous code repository](https://github.com/mobileforge-anonymous/MobileForge) and [benchmark-results dataset](https://huggingface.co/datasets/mobileforge-anonymous/mobileforge-benchmark-results).

## Usage and limitations

Use the loading and prompting interface of [`mPLUG/GUI-Owl-1.5-8B-Instruct`](https://huggingface.co/mPLUG/GUI-Owl-1.5-8B-Instruct). The model can make incorrect or unsafe GUI actions; run it only in isolated test environments and inspect actions before using it with personal data.