TensorRT-LLM

TensorRT-LLM (NVIDIA) optimizes LLM inference on NVIDIA GPUs with highly tuned kernels and serving integrations. Performance path for NVIDIA GPU estates. Choose when maximizing tokens/sec on datacenter GPUs matters more than portability. 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 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.