optillm

Optillm addresses the challenge of optimising inference proxies for large language models (LLMs), making it easier for ML/AI teams to enhance model performance and reduce latency. This production-ready solution has gained 226 stars, reflecting a healthy 7.3% growth over 96 days, indicating strong adoption within the community. Its maturity level suggests it is suitable for integration into existing workflows. However, teams should avoid using it if they require a highly customisable solution or if their use case involves non-LLM applications. Overall, Optillm is a valuable open source tool for engineering teams focused on AI-driven projects.

Optillm is a strong choice when teams need a reliable inference proxy to optimise LLM performance in production environments. Consider alternatives if your project demands extensive customisation or if you are working with models outside the LLM scope.

This tool is particularly beneficial for ML engineers, data scientists, and AI researchers who are focused on deploying LLMs efficiently. It typically integrates into products and systems that require high-performance AI capabilities, such as chatbots, virtual assistants, and automated content generation platforms.

Latest commit: 2026-01-28. Over the past 96 days, this repository gained 226 stars (+7.3% growth). Activity data is based on daily RepoPi snapshots of the GitHub repository.