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c/tensorrt_llm

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Project infoNVIDIA/TensorRT-LLM

About

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

Open sourceCreated November 7, 2026

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Open-source project

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Community-run · not official
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2.9K
Language
Python
License
NOASSERTION

Last commit Nov 6, 2026

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TensorRT-LLM: An open-source library for optimizing LLM and Visual Gen inference on NVIDIA GPUs.

What problem it solves LLM and Visual Gen inference requires specialized kernels, efficient runtime orchestration, and flexible deployment across NVIDIA GPU configurations. Developers also need a modular framework that supports customization while integrating with established inference tooling. Key features Optimized inference kernels — Custom kernels accelerate common inference operations, includ…

github.comhttps://github.com/NVIDIA/TensorRT-LLM