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bmh201708/internvl2-2b-lora-apps

sourceHugging Faceapache-2.0updated 8mo agoView on Hugging Face

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InternVL2-2B LoRAs for Android Control Apps

This repository contains LoRA adapters for InternVL2-2B trained on different Android app UI control tasks.

Available Apps

App	Subdirectory
clock	`clock/`
reminder	`reminder/`
youtube	`youtube/`
google_drive	`google_drive/`
adidas	`adidas/`
decathlon	`decathlon/`
etsy	`etsy/`
calendar	`calendar/`
google_maps	`google_maps/`
kitchen_stories	`kitchen_stories/`

Model Details

—Base Model: OpenGVLab/InternVL2-2B
—LoRA Rank: 8
—LoRA Alpha: 32
—Training Checkpoint: globallora2 (Round 2)

Usage

python

from transformers import AutoModel
from peft import PeftModel

base_model = AutoModel.from_pretrained("OpenGVLab/InternVL2-2B", trust_remote_code=True)

# Load specific app LoRA
app = "clock"  # or: reminder, youtube, google_drive, adidas, decathlon, etsy, calendar, google_maps, kitchen_stories
model = PeftModel.from_pretrained(base_model, "bmh201708/internvl2-2b-lora-apps", subfolder=app)

License

Apache 2.0