sunlit_notebooks

Notebooks related to sunlit.ai

Installation for kaggle_tutorial.ipynb

Create new conda environment

conda create -n learn_nlp2 python=3.9
conda activate learn_nlp2

Install conda dependencies

conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia
conda install -c huggingface -c conda-forge datasets jupyterlab kaggle pandas
pip uninstall tokenizers
pip install transformers[torch]
python -c "from transformers import pipeline; print(pipeline('sentiment-analysis')('we love you'))"
#Should print out [{'label': 'POSITIVE', 'score': 0.9998704791069031}]

Download model

mkdir models
cd models
git lfs install
git clone [email protected]:microsoft/deberta-v3-small

install bert model dependencies

pip install sentencepiece wandb ipywidgets
pip uninstall protobuf
pip install protobuf==3.19.0

Now can run the notebook