---
license: apache-2.0
base_model: Qwen/Qwen2-VL-7B-Instruct
tags:
- qwen2-vl
- weather
- satellite
- morocco
- meteorology
- adalora
- fine-tuned
---

# Qwen2-VL Weather Analysis - AdaLoRA

Fine-tuned using **AdaLoRA** technique for weather satellite imagery analysis.

## Model Details

- **Base Model:** Qwen/Qwen2-VL-7B-Instruct
- **Technique:** AdaLoRA
- **Domain:** Weather satellite imagery analysis
- **Dataset:** Weather satellite images with meteorological metadata

## Usage

```python
from transformers import Qwen2VLForConditionalGeneration, Qwen2VLProcessor
import torch

# Load base model
model = Qwen2VLForConditionalGeneration.from_pretrained(
    "Qwen/Qwen2-VL-7B-Instruct",
    torch_dtype=torch.bfloat16,
    device_map="auto"
)
processor = Qwen2VLProcessor.from_pretrained("Qwen/Qwen2-VL-7B-Instruct")

# Load fine-tuned adapter
model.load_adapter("azdin/qwen2-vl-weather-adalora")

# Use for weather analysis...
```

## Training Details

- **Technique:** AdaLoRA
- **Quantization:** 4-bit NF4
- **Training Data:** Weather satellite imagery with metadata
- **Target Modules:** Attention layers