Can't load model from huggingface transformers

[lezhang7]

i try to load the model using

# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("DAMO-NLP-SG/VideoLLaMA2.1-7B-16F")

but got error

ValueError: The checkpoint you are trying to load has model type `videollama2_qwen2` but Transformers does not recognize this architecture. This could be because of an issue with the checkpoint, or because your version of Transformers is out of date.

I tried various transformer version, including suggested 4.40.0 and latest 4.48.0, but all face the same issue