MNIST-SAE Log 8

Work Done

  • Loaded in EMNIST dataset and ran an SAE + meta-sae on it.

Confusions

  • how do I measure the impact of continuous meta-saes?
    • run MNIST dataset and see if there are more distinct pattenrs that emerge over time

Next Steps

  • Graph the activation distribution for the sae vs the meta-sae
    • this claude chat has some of the code
  • Look at the work of the meta-sae paper
    • distill it down into notes and replicate its experiments
  • Deploy the site at some point

Cool Stuff

NEED TO RELY LESS ON CHATGPT/CLAUDE --> GOOGLE MORE

links

social