wangyueqian/MMDuetIT
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How to use wangyueqian/MMDuet with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("lmms-lab/llava-onevision-qwen2-7b-ov")
model = PeftModel.from_pretrained(base_model, "wangyueqian/MMDuet")This is the model checkpoint of MMDuet, a VideoLLM you can interact with in a real-time manner while the video plays.
If you use this work in your research, please consider cite:
@misc{wang2024mmduet,
title={VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format},
author={Yueqian Wang and Xiaojun Meng and Yuxuan Wang and Jianxin Liang and Jiansheng Wei and Huishuai Zhang and Dongyan Zhao},
year={2024},
eprint={2411.17991},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2411.17991},
}
Base model
lmms-lab/llava-onevision-qwen2-7b-ov