test_model.py

#!/usr/bin/env python3
"""Test script for the converted model"""

from transformers import Qwen2_5_VLForConditionalGeneration, AutoProcessor
from PIL import Image
import torch

print("Loading model...")
model = Qwen2_5_VLForConditionalGeneration.from_pretrained(
    "qwen25-vl-weather-7b",
    torch_dtype=torch.float16,
    device_map="auto"
)
processor = AutoProcessor.from_pretrained("qwen25-vl-weather-7b")

print("Model loaded successfully!")
print(f"Model type: {type(model).__name__}")
print(f"Device: {model.device}")

# You can now test with an image
# image = Image.open("test_image.jpg")
# ...