Installation
Clone the repository and navigate to the RRPO directory:
git clone https://github.com/pritamqu/RRPO
cd RRPO
conda create -n videochat2 python=3.10 -y
conda activate videochat2
pip install -r videochat2.txt
Download weights
# base model
git clone [email protected]:OpenGVLab/VideoChat2_stage3_Mistral_7B
# RRPO weights
git clone [email protected]:pritamqu/VideoChat2_stage3_Mistral_7B-RRPO-16f-LORA
Inference
conda activate videochat2
BASE_WEIGHTS="./VideoChat2_stage3_Mistral_7B"
WEIGHTS_ROOT="./"
python inference.py \
--base_model_name "videochat2_mistral_7b" \
--model-path ${BASE_WEIGHTS} \
--model-path2 ${WEIGHTS_ROOT}"/VideoChat2_stage3_Mistral_7B-RRPO-16f-LORA" \
--video_path "sample_video.mp4" \
--question "Describe this video." \
--model_max_length 1024
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Base model
OpenGVLab/VideoChat2_stage3_Mistral_7B