Library/mlc-llm
Library/mlc-llmForked

mlc-ai/mlc-llm

mlc-llm

Universal LLM Deployment Engine with ML Compilation

Builder

mlc-ai

mlc-ai

mlc-ai • individual

Stars

22,314

Using upstream star count

Forks

1,984

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Apr 29, 2023

Project creation date

README Summary

MLC LLM is a universal deployment solution that enables native deployment of large language models with compiler acceleration. It allows LLMs to run efficiently on diverse hardware backends including consumer GPUs, web browsers, and mobile devices through machine learning compilation techniques. The project provides a complete workflow from model optimization to deployment across different platforms.

AI Dev Skills

Unmapped

Large Language Model DeploymentML Compilation and OptimizationCross-Platform Model InferenceGPU Programming and OptimizationWebAssembly IntegrationMobile AI DeploymentQuantization TechniquesRuntime OptimizationHardware-Specific Acceleration

Tags

Large Language Model DeploymentML Compilation and OptimizationCross-Platform Model InferenceGPU Programming and OptimizationWebAssembly IntegrationMobile AI DeploymentQuantization TechniquesRuntime OptimizationHardware-Specific AccelerationOn-premiseHigh-performance Text GenerationSelf-hostedTransformer ArchitectureMachine Learning CompilationOptimized Model ServingMobile AI ApplicationsModel OptimizationCross-platform ML SystemsEdge AI InferenceUniversal AI DeploymentGPU ComputingMemory ManagementHardware AccelerationOn-device AICross-platform LLM DeploymentTextEdge AIMulti-device AI ServicesEdge/MobileCloud APITensor CompilationGPU ClustersPython

Taxonomy

Recent Activity

Updated 27 days ago

7 Days

0

30 Days

0

90 Days

0

Quality

beta
Quality
high
Maturity
beta

Categories

ML Platform & InfrastructurePrimaryEdge & Mobile AIInference & ServingDev Tools & AutomationOther AI / MLRoboticsFoundation Models

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created
Apr 29, 2023
Forked
Mar 22, 2026
Your last push
27 days ago
Upstream last push
7 days ago
Tracked since
Mar 18, 2026

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