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requirements.txt
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# --------- pytorch --------- #
torch>=2.0.0
torchvision>=0.15.0
lightning>=2.0.0
torchmetrics>=0.11.4
# --------- hydra --------- #
hydra-core==1.3.2
hydra-colorlog==1.2.0
hydra-optuna-sweeper==1.2.0
# --------- loggers --------- #
wandb
# neptune-client
# mlflow
# comet-ml
# aim>=3.16.2 # no lower than 3.16.2, see https://github.com/aimhubio/aim/issues/2550
# --------- huggingface --------- #
transformers==4.46.0
datasets==3.0.2
# --------- others --------- #
rootutils # standardizing the project root setup
pre-commit # hooks for applying linters on commit
rich # beautiful text formatting in terminal
pytest # tests
polars # for working with large datasets
streamlit # for deploying the model with streamlit
# sh # for running bash commands in some tests (linux/macos only)