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MLC LLM
productLLM Inference Framework
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Overview
Developed byOctoML
Maintained byMLC AI Community
LicenseApache 2.0
Open source✓ Open Source
Use caseoptimized LLM inference deployment
Also see
Alternative to
TensorRT-LLMvLLM
Based onApache TVM
Knowledge graph stats
Claims18
Avg confidence93%
Avg freshness100%
Last updatedUpdated yesterday
Trust distribution
100% unverified
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MLC LLM

product

Machine learning compilation approach for deploying LLMs on diverse hardware with Apache TVM backend.

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open source

ValueTrustConfidenceFreshnessSources
true○UnverifiedHighFresh1

pricing model

ValueTrustConfidenceFreshnessSources
free○UnverifiedHighFresh1

license type

ValueTrustConfidenceFreshnessSources
Apache 2.0○UnverifiedHighFresh1

primary use case

ValueTrustConfidenceFreshnessSources
optimized LLM inference deployment○UnverifiedHighFresh1
LLM deployment and inference optimization○UnverifiedHighFresh1

supports model

ValueTrustConfidenceFreshnessSources
Llama○UnverifiedHighFresh1
Vicuna○UnverifiedHighFresh1
ChatGLM○UnverifiedHighFresh1

developed by

ValueTrustConfidenceFreshnessSources
OctoML○UnverifiedHighFresh1
CMU Catalyst Group○UnverifiedHighFresh1

integrates with

ValueTrustConfidenceFreshnessSources
CUDA○UnverifiedHighFresh1
Metal○UnverifiedHighFresh1
WebGPU○UnverifiedHighFresh1
Hugging Face Transformers○UnverifiedModerateFresh1

based on

ValueTrustConfidenceFreshnessSources
Apache TVM○UnverifiedHighFresh1

maintained by

ValueTrustConfidenceFreshnessSources
MLC AI Community○UnverifiedHighFresh1

alternative to

ValueTrustConfidenceFreshnessSources
TensorRT-LLM○UnverifiedModerateFresh1
vLLM○UnverifiedModerateFresh1

Alternatives & Similar Tools

TensorRT-LLM
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vLLM
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Commonly Used With

CUDAMetalWebGPUHugging Face Transformers

Related entities

Claim count: 18Last updated: 4/8/2026Edit history