Triton and TensorRT-LLM

Serving custom models with Triton Inference Server and optimised TensorRT-LLM engines.

Lab outcome

Serve a custom model through Triton on OpenShift and show benchmark results with perf_analyzer.

  1. 01

    Overview

    When to use Triton/TensorRT-LLM versus a prebuilt NIM.

    Coming soon
  2. 02

    Triton on OpenShift

    Deploy Triton Inference Server and serve a custom ONNX or PyTorch model.

    Coming soon
  3. 03

    TensorRT-LLM

    Build an optimised engine for an open LLM and compare latency and throughput with plain vLLM.

    Coming soon
  4. 04

    Model ensembles

    Chain pre-processing, model and post-processing in one Triton pipeline.

    Coming soon