Library/LMOpsForked

microsoft/LMOps

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

Builder

Microsoft

Microsoft

microsoft • big-tech

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4,327

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Forks

371

Using upstream fork count

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0/100

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Created

Dec 13, 2022

Project creation date

README Summary

LMOps is a comprehensive research initiative by Microsoft that provides general technology for enabling AI capabilities with Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs). The repository includes tools, frameworks, and methodologies for training, fine-tuning, and deploying language models at scale. It encompasses various projects focused on improving LLM operations, optimization, and practical applications.

AI Dev Skills

Unmapped

Large Language Model OperationsModel Fine-tuningMultimodal Language ModelsLanguage Model TrainingML Model DeploymentAI Model ExperimentationDistributed TrainingModel Serving Infrastructure

Tags

Large Language Model OperationsModel Fine-tuningMultimodal Language ModelsLanguage Model TrainingML Model DeploymentAI Model ExperimentationDistributed TrainingModel Serving InfrastructureMultimodal AIMLOps for LLMsFoundation Model OperationsLanguage Model Deployment AutomationLLM Training Pipeline ManagementCloudSelf-hostedLanguage Model Fine-tuningMultimodal Model DevelopmentDistributed ComputingLarge Language ModelsTextMultimodalPython

Taxonomy

Recent Activity

Updated 3 months ago

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90 Days

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Quality

research
Quality
medium
Maturity
research

Categories

Multimodal AIPrimaryOther AI / MLMLOps & InfrastructureDev Tools & AutomationInference & ServingML Platform & InfrastructureFoundation ModelsModel Training

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Dec 13, 2022
Forked
Mar 13, 2026
Your last push
3 months ago
Upstream last push
8 days ago
Tracked since
Dec 22, 2025

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