metadata
base_model: OpenGVLab/InternVL2-2B
library_name: peft
pipeline_tag: image-text-to-text
tags:
- lora
- internvl2
- vision-language
- android-control
license: apache-2.0
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: global_lora_2 (Round 2)
Usage
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