At the Vector Institute, we are dedicated to advancing artificial intelligence (AI) research and translating cutting-edge innovations into real-world solutions. Our open-source projects reflect our commitment to collaboration, transparency, and the responsible deployment of AI technologies. Here, you’ll find tools, frameworks, and resources that empower organizations and researchers to harness the full potential of AI.

Our open-source contributions aim to bridge the gap between theoretical research and practical application of AI. We build tools, MVPs, reference implementations and educational resources that empower researchers, developers, and organizations to innovate and solve real-world problems with AI. Our projects span various domains and are designed to be accessible, adaptable, and impactful.

Here are a few key projects that exemplify our mission:

• VectorInstitute/vector-inference is a project focused on providing efficient and streamlined LLM inference on Slurm clusters. It provides a simple command-line interface and examples for deploying LLMs using vLLM.

• VectorInstitute/FL4Health is a comprehensive federated learning research framework designed to enable privacy-preserving machine learning across distributed healthcare datasets. It provides flexible implementations of federated learning algorithms, supporting researchers and practitioners in building secure, collaborative AI systems for healthcare applications.

Explore the Vector Implementation Catalog — a showcase of several AI implementations across topics and domains. Each implementation includes links to GitHub repositories, associated datasets, and research papers, making it easy to reproduce and build upon our work.

We believe that open-source AI tools are essential for fostering innovation and addressing global challenges. By sharing our work, we aim to:

• Accelerate AI Adoption: Provide accessible tools that lower barriers to entry for organizations and researchers.
• Drive Collaboration: Encourage partnerships across academia, industry, and government to solve complex problems.
• Promote Responsible AI: Ensure that AI technologies are developed and deployed ethically, with transparency and accountability.

We welcome contributions from the global AI community. Whether you’re a researcher, developer, or industry professional, there are many ways to engage with our projects:

• Explore Our Repositories: Dive into our code and documentation to understand how our tools work.
• Contribute: Submit issues, suggest features, or submit pull requests to help improve our projects.
• Collaborate: Partner with us on new initiatives or adapt our tools to your needs.

Stay updated on our latest projects and announcements:

• Website: Vector Institute
• GitHub: VectorInstitute

Together, we can unlock the transformative potential of AI and drive meaningful impact across industries and society.