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microsoft/LMOps

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

View on GitHub↗Upstream microsoft/LMOps↗

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

4,398

Using upstream star count

Forks

372

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 13, 2022

Project creation date

README Summary

LMOps LMOps is a research initiative on fundamental research and technology for building AI products w/ foundation models, especially on the general technology for enabling AI capabilities w/ LLMs and Generative AI models.

Community Evaluation

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AI Dev Skills

Unmapped

AI Model ExperimentationDistributed TrainingLanguage Model TrainingLarge Language Model OperationsML Model DeploymentModel Fine-tuningModel Serving InfrastructureMultimodal Language Models

Tags

AI Model ExperimentationDistributed TrainingLanguage Model TrainingLarge Language Model OperationsML Model DeploymentModel Fine-tuningModel Serving InfrastructureMultimodal Language ModelsAI SafetyEvalsFine-TuningForkedImage GenerationLarge Language ModelsMultimodal AIOpen SourceOpenAIRAGReinforcement LearningResearch / PapersTransformers

Taxonomy

AI Trends

Large Language ModelsMultimodal AIMLOps for LLMsFoundation Model Operations

category

Foundation ModelsRAG & RetrievalModel TrainingEvals & BenchmarkingGenerative MediaLearning ResourcesSecurity & Safety

Deployment Context

Self-hostedCloudDistributed Computing

Modalities

TextMultimodal

Skill Areas

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

tag

AI SafetyEvalsFine-TuningForkedImage GenerationLarge Language ModelsMultimodal AIOpen SourceOpenAIRAGReinforcement LearningResearch / PapersTransformers

Use Cases

Language Model Fine-tuningLLM Training Pipeline ManagementMultimodal Model DevelopmentAI Model ExperimentationLanguage Model Deployment Automation

Recent Activity

Updated 5 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingLearning ResourcesSecurity & SafetyFoundation ModelsModel TrainingGenerative MediaSafety & AlignmentMultimodal AISearch & KnowledgeOther AI / ML

PM Skills

Safety & AlignmentUser ExperienceData & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

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

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