## 使用方法
```python
import torch
from PIL import Image
from transformers import AutoModel, AutoTokenizer

model = AutoModel.from_pretrained('openbmb/MiniCPM-V/', trust_remote_code=True)
tokenizer = AutoTokenizer.from_pretrained('openbmb/MiniCPM-V', trust_remote_code=True)

model.eval().cuda()

image = Image.open('xx.jpg').convert('RGB')

question = '请描述一下该图像'
res, context, _ = model.chat(
    image=image,
    question=question,
    context=None,
    tokenizer=tokenizer,
    sampling=True,
    temperature=0.7
)

print(res)
```