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Training VideotGPT+ 🚋

We provide scripts for projector pretraining and video fine-tuning of VideoGPT+. Please follow the instructions below.

Download Training Dataset

You can download all the pretraining and fine-tuning datasets from HuggingFace follow the instructions below,

mkdir playground
mkdir playground/data
cd playground/data
git lfs install
git clone https://huggingface.co/datasets/MBZUAI/VideoGPT-plus_Training_Dataset

Projector pretraining with CLIP Image Encoder

Use the script scripts/pretrain_projector_image_encoder.sh for running MLP projector pretraining with CLIP Image Encoder.

Projector pretraining with InternVideo2 Video Encoder

Please use the script scripts/pretrain_projector_video_encoder.sh for running MLP projector pretraining with InternVideo2 video encoder.

ALTERNATIVELY, you can download the pretrained projector weights provided by us from the HuggingFace,

git lfs install
git clone https://huggingface.co/MBZUAI/VideoGPT-plus_Phi3-mini-4k_Pretrain

Video Instruction Fine-tuning

Please use the script scripts/finetune_dual_encoder.sh for video instruction fine-tuning.