Pinned Repositories
ai-research-impact
Analysis of AI research publications, compute scaling, and algorithmic innovations
analyzing-chinchilla
Repository for Epoch AI's replication attempt of the Chinchilla paper (https://epochai.org/blog/chinchilla-scaling-a-replication-attempt).
Compute-Trends
Supplementary material for our paper "Compute Trends Across Three Eras of Machine Learning".
data-stock
Models for data stocks and training dataset sizes
egraphs
Utilities for building graphs in Epoch's style.
epochutils
Bag of utilities for Epoch's code
ftm
Work in progress! I don't recommend looking at the code right now.
lm-algorithmic-progress
Codebase for "Algorithmic Progress in Language Models"
timelines-direct-approach
Backend for https://epochai.org/blog/direct-approach-interactive-model
training-cost-trends
epoch-research's Repositories
epoch-research/Compute-Trends
Supplementary material for our paper "Compute Trends Across Three Eras of Machine Learning".
epoch-research/data-stock
Models for data stocks and training dataset sizes
epoch-research/ftm
Work in progress! I don't recommend looking at the code right now.
epoch-research/training-cost-trends
epoch-research/lm-algorithmic-progress
Codebase for "Algorithmic Progress in Language Models"
epoch-research/timelines-direct-approach
Backend for https://epochai.org/blog/direct-approach-interactive-model
epoch-research/analyzing-chinchilla
Repository for Epoch AI's replication attempt of the Chinchilla paper (https://epochai.org/blog/chinchilla-scaling-a-replication-attempt).
epoch-research/ai-research-impact
Analysis of AI research publications, compute scaling, and algorithmic innovations
epoch-research/egraphs
Utilities for building graphs in Epoch's style.
epoch-research/epochutils
Bag of utilities for Epoch's code