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About Epoch AI

Epoch AI is a multidisciplinary non-profit research institute investigating the future of artificial intelligence. We examine the driving forces behind AI and forecast its economic and societal impact.

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  1. Compute-Trends Compute-Trends Public

    Supplementary material for our paper "Compute Trends Across Three Eras of Machine Learning".

    Jupyter Notebook 42 4

  2. ftm ftm Public

    Work in progress! I don't recommend looking at the code right now.

    HTML 24 8

  3. training-cost-trends training-cost-trends Public

    Python 19 7

  4. data-stock data-stock Public

    Models for data stocks and training dataset sizes

    Python 18 3

  5. lm-algorithmic-progress lm-algorithmic-progress Public

    Codebase for "Algorithmic Progress in Language Models"

    Jupyter Notebook 10 2

  6. timelines-direct-approach timelines-direct-approach Public

    Backend for https://epochai.org/blog/direct-approach-interactive-model

    Jupyter Notebook 9 3

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