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REMIX Self-Study Instructions

First Time Setup

  • Install the public version of rust_circuit from the GitHub repository and follow the setup instructions there.
  • Install additional packages for remix with python -m pip install -r requirements.txt
  • Download the models and data (about 700MB compressed) from this link and unzip to your home directory such that you have a ~/tensors_by_hash_cache/ directory.

Course Outline

  • W0D1 - pre-course exercises on PyTorch and einops (CPU)
  • D1 - Intro to Circuits (CPU)
  • D2 - Build your own GPT in Circuits (CPU)
  • D3 - Induction Heads Investigation (GPU preferred)
  • D4a - Intro to Causal Scrubbing (GPU preferred)
  • D4b - Paren Balencing (GPU preferred)
  • D5 - Indirect Object Identification and Causal Scrubbing (GPU preferred)