microsoft/LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

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/ 100
Established

This is a research initiative for AI developers building products with large language models (LLMs) and other generative AI. It provides tools and research insights to improve how these models are used, specifically by enhancing prompts, extending context windows, and accelerating inference. The end-user is an AI researcher or machine learning engineer working on advanced AI applications.

4,292 stars. Actively maintained with 15 commits in the last 30 days.

Use this if you are a machine learning engineer or researcher focused on optimizing the performance, efficiency, and capabilities of large language models for product development.

Not ideal if you are an end-user simply looking to use an off-the-shelf AI application or a developer who doesn't work with foundation models at a deep research level.

AI product development Large Language Model (LLM) research Generative AI Machine Learning Engineering Prompt Engineering
No Package No Dependents
Maintenance 13 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 19 / 25

How are scores calculated?

Stars

4,292

Forks

367

Language

Python

License

MIT

Last pushed

Dec 22, 2025

Commits (30d)

15

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