TensorRT-LLM

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.

NVIDIA/TensorRT-LLM

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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.

TensorRT-LLM grew +1.5% in the last 30 days, ranks 12th of 318 in Production Serving & Deployment, actively maintained, last commit today.

Star trajectory

120 days tracked
2026-06-2514.9k stars today2026-10-23
Momentum

+1.5% in 30d, above the Production Serving & Deployment median of +1.1%.

Maintenance

Last commit today, fresher than the median of 3d.

How it compares in Production Serving & Deployment

TensorRT-LLM
14.9k
stars
+1.5% 30d
commit today
Production Serving & Deployment median
311
stars
+1.1% 30d
commit ~3d ago
Leader · vllm
95.2k
stars
+2.9% 30d
commit today

Ranked 12th of 318 by stars.

Language
Python
License
Other
Contributors
502
Forks
2.9k
Watchers
122
Open issues
679
Releases
94
Created
2023-08-16
Stars this week
+96

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