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Epoch AI (epoch-research)

Epoch AI

epoch-research

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Epoch AI's repositories

Compute-Trends

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

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data-stock

Models for data stocks and training dataset sizes

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ftm

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

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timelines-direct-approach

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

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lm-algorithmic-progress

Codebase for "Algorithmic Progress in Language Models"

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ai-research-impact

Analysis of AI research publications, compute scaling, and algorithmic innovations

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analyzing-chinchilla

Repository for Epoch AI's replication attempt of the Chinchilla paper (https://epochai.org/blog/chinchilla-scaling-a-replication-attempt).

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egraphs

Utilities for building graphs in Epoch's style.

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epochutils

Bag of utilities for Epoch's code

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