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.
Updated 2026-10-11 21:11:56 +00:00
A high-throughput and memory-efficient inference and serving engine for LLMs
amd
blackwell
cuda
deepseek
deepseek-v3
gpt
gpt-oss
inference
kimi
llama
llm
llm-serving
model-serving
moe
openai
pytorch
qwen
qwen3
tpu
transformer
Updated 2026-10-11 21:09:45 +00:00