Repository for Epoch AI's replication attempt of the Chinchilla paper.
You can find the analysis in the data_analysis.ipynb notebook. If you want to rerun the data extraction process, you can run the data_extraction.ipynb notebook.
chinchilla_figure_4.svg: The figure from the original paper. We extract a subset of the original dataset from this figure.data_extraction.ipynb: The notebook used to extract the data from the figure.data/svg_extracted_data.csv: The extracted data from the figure.data_analysis.ipynb: Analysis of the extracted data.