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Deep Learning for Natual Language Processing Project - LoRA

Jupyter Lab Setup

  1. Launch a terminal in the Jupyter Lab
  2. Install poetry by curl -sSL https://install.python-poetry.org | python3 -
  3. Set PATH by echo "export PATH=$HOME/.local/bin:$PATH" >> ~/.bash_profile
  4. Verify installation by poetry --version
  5. Clone the repository
  6. Navigate the terminal to the repository root (e.g. cd LoraImpl)
  7. Install the dependencies by poetry install
  8. Log into Weights&Biases by poetry run wandb login (Paste W&B API key - use Ctrl+Shift+V - might not be visible in prompt)
  9. Run any python script in the environment by poetry run python <script.py>

Resources

https://towardsdatascience.com/implementing-lora-from-scratch-20f838b046f1

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