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 Categories
This repository contains LoRA adapters for InternVL2-2B trained on different Android UI control task categories.
Available Categories
| Category | Subdirectory |
|---|---|
| Shopping | shopping/ |
| Traveling | traveling/ |
| Office | office/ |
| Lives | lives/ |
| Entertainment | entertainment/ |
Model Details
- Base Model: OpenGVLab/InternVL2-2B
- LoRA Rank: 8
- LoRA Alpha: 32
- Training Rounds: 5 (global_lora_5)
Usage
from transformers import AutoModel
from peft import PeftModel
base_model = AutoModel.from_pretrained("OpenGVLab/InternVL2-2B", trust_remote_code=True)
# Load specific category LoRA
category = "shopping" # or: traveling, office, lives, entertainment
model = PeftModel.from_pretrained(base_model, "bmh201708/internvl2-2b-lora-categories", subfolder=category)
License
Apache 2.0