1.3 KiB
conda activate py310
Core numerical and deep learning libraries
pip install numpy==1.26.4 pip install torch==2.1.2 torchvision==0.16.2 torchaudio==2.1.2 pip install accelerate==0.30.1 pip install bitsandbytes==0.43.1
Video processing utilities
pip install moviepy==1.0.3 pip install git+https://github.com/facebookresearch/pytorchvideo.git@28fe037d212663c6a24f373b94cc5d478c8c1a1d
Multi-modal and vision libraries
pip install timm ftfy regex einops fvcore eva-decord==0.6.1 iopath matplotlib types-regex cartopy
Audio processing and vector databases
pip install ctranslate2==4.4.0 faster_whisper==1.0.3 neo4j hnswlib xxhash nano-vectordb
Language models and utilities
pip install transformers==4.37.1 pip install tiktoken openai tenacity
Ensure git-lfs is installed
git lfs install
Set up git proxy
git config -l git config --global --unset http.proxy git config --global --unset https.proxy
git config --global https.proxy https://127.0.0.1:1080
Download MiniCPM-V model
git lfs clone https://huggingface.co/openbmb/MiniCPM-V-2_6-int4
Download Whisper model
git lfs clone https://huggingface.co/Systran/faster-distil-whisper-large-v3
Download ImageBind checkpoint
mkdir .checkpoints cd .checkpoints wget https://dl.fbaipublicfiles.com/imagebind/imagebind_huge.pth cd ../