The BigCode Project Governance Card
Not on the map. Why?
Abstract (arXiv)
This document serves as an overview of the different mechanisms and areas of governance in the BigCode project. It aims to support transparency by providing relevant information about choices that were made during the project to the broader public, and to serve as an example of intentional governance of an open research project that future endeavors can leverage to shape their own approach. The first section, Project Structure, covers the project organization, its stated goals and values, its internal decision processes, and its funding and resources. The second section, Data and Model Governance, covers decisions relating to the questions of data subject consent, privacy, and model release.
Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 7 of its 17 references that are in the map. First posted on arXiv 6 Dec 2023.
Builds on
7 of 17 references.
References · 7
- 2021Evaluating Large Language Models Trained on Codecited by 8,053
- 2021Measuring Coding Challenge Competence With APPScited by 879
- 2023StarCoder: may the source be with you!cited by 790
- 2021CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generationcited by 732
- 2022The Stack: 3 TB of permissively licensed source codecited by 354
- 2023SantaCoder: don't reach for the stars!cited by 169
- 2022A Hazard Analysis Framework for Code Synthesis Large Language Modelscited by 22
Built on by
Citing papers per year: 2024: 1; 2025: 1; 2026: 1.
3 papers.
- 2025From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligencecited by 13
- 2024The Future of Open Human Feedbackcited by 10
- 2026No Accidental Software Agent First Canonical Code for Human Code Entropy Reduction and 30 to 500 times Lower Frontier Model Requirementscited by 0
- 2026No Accidental Software Agent First Canonical Code for Human Code Entropy Reduction and 30 to 500 times Lower Frontier Model Requirements12 Jun 2026
- 2025From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence23 Nov 2025
- 2024The Future of Open Human Feedback15 Aug 2024