MLC LLM

Run LLMs on any device, even phones
Run LLMs locallyUniversal LLM deploymentApache-2.0Runs locallyPython / C++Advanced
🛡 Published security advisories
A high count usually means the project is heavily examined. A low count usually means it is little examined — not that it is safe.
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🐳 Docker pulls 📦 PyPI downloads / month 📦 npm downloads / month 🚀 Latest release ·
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What is MLC LLM?

MLC LLM compiles and runs LLMs natively across GPUs, browsers and mobile devices using machine-learning compilation for hardware-accelerated local inference.

Why people choose MLC LLM

MLC LLM at a glance

CategoryRun LLMs locally
TypeUniversal LLM deployment
LicenseApache-2.0
Runs locallyYes
Built withPython / C++
Skill levelAdvanced
Best forrunning models on phones and the web

Open-source alternatives to MLC LLM

Other open-source run llms locally tools worth comparing:

OllamaRun open LLMs locally from one commandLM StudioBrowse, download and chat with local modelsJanOpen-source, offline ChatGPT-style desktop appGPT4AllPrivate local AI that runs on CPUllama.cppThe C/C++ engine powering local inferenceLocalAIA drop-in OpenAI API you self-hostText Generation WebUIFeature-rich web UI for local modelsKoboldCppSingle-file local model runnerllamafileOne executable file = model + runtimeexoRun big models across your everyday devicesCortexOllama-style runtime from the Jan teamNexa SDKRun any model on any device — CPU, GPU, NPURamaLamaRun models as OCI containersGPUStackManage GPU clusters for running models

MLC LLM head-to-head

MLC LLM vs OllamaMLC LLM vs LM StudioMLC LLM vs JanMLC LLM vs GPT4AllMLC LLM vs llama.cppMLC LLM vs LocalAIMLC LLM vs Text Generation WebUIMLC LLM vs KoboldCppMLC LLM vs llamafileMLC LLM vs exoMLC LLM vs CortexMLC LLM vs Nexa SDKMLC LLM vs RamaLamaMLC LLM vs GPUStack

FAQ

Is MLC LLM free?

MLC LLM is free and open-source (Apache-2.0 license), so you can use, self-host and modify it at no cost.

Can I run MLC LLM locally?

Yes. MLC LLM is designed to run on your own machine or server, keeping your data private.

What is the best alternative to MLC LLM?

Popular open-source alternatives include Ollama, LM Studio, Jan. See the comparisons above to choose.

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