AI Developer Data

Curious how leading AI companies are investing in open-source development and the proliferation of their fundamental models? AI Developer Data explores inference code and component libraries for the ecosystems building LLM’s such as GPT, Llama, Mistral, Claude, and more. This data includes AI and ML engineer activity found on public development repositories and may serve as a leading indicator and long-term signal of a project’s success or failure. It includes 40+ metrics such as active developers, commits, commit descriptions, community development indicators, developer dedication cohorts, developer experience, file changes, file types, issues, and pull requests. The full dataset covers development activity since each project’s inception, while the sample dataset includes data between August 2023 and August 2024. Use of the sample dataset is reserved for the client’s internal business purposes. To purchase the full dataset and the rights to redistribute this data to downstream customers, please contact the Sherlock® team.

搜集汇总

背景与挑战

背景概述

该数据集追踪AI开发者在GPT、Llama、Mistral、Claude等大型语言模型的开源生态系统中的代码编写与组件库活动，涵盖40多项指标，包括活跃开发者数、提交次数、社区发展指标等，可作为项目成功或失败的先行指标。样本数据集覆盖2023年8月至2024年8月，仅限内部使用；完整数据集自项目创建起的历史数据可通过购买获得并用于下游分发。