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qwen2-vl-weather-dora
azeddinShr/qwen2-vl-weather-dora
qwen2-vl-weather-dora is a machine learning model from azeddinShr. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Fine-tuned using DoRA technique for weather satellite imagery analysis.
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Public
Updated Jul 23, 2025
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jul 23, 2025
- Updated
- Jul 23, 2025
- SHA
- c1e5e94f
Base models
Model card
From the Hugging Face model README
Qwen2-VL Weather Analysis - DoRA
Fine-tuned using DoRA technique for weather satellite imagery analysis.
Model Details
- Base Model: Qwen/Qwen2-VL-7B-Instruct
- Technique: DoRA
- Domain: Weather satellite imagery analysis
- Dataset: Weather satellite images with meteorological metadata
Usage
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-dora")
# Use for weather analysis...
Training Details
- Technique: DoRA
- Quantization: 4-bit NF4
- Training Data: Weather satellite imagery with metadata
- Target Modules: Attention layers
- License
- apache-2.0
- Created
- Jul 23, 2025
- Updated
- Jul 23, 2025