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@triton-inference-server Triton Inference Server

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    35 repositories

    • server

      Public
      The Triton Inference Server provides an optimized cloud and edge inferencing solution.
      machine-learningclouddeep-learninggpuinferenceedgedatacenter
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.6k•9.6k•736•81•Updated Aug 9, 2025Aug 9, 2025

    • client

      Public
      Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •245•639•50•28•Updated Aug 8, 2025Aug 8, 2025

    • dali_backend

      Public
      The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.
      pythondeep-learninggpuimage-processingdalidata-preprocessingnvidia-dalifast-data-pipeline
      C++
      •
      MIT License
      •33•136•23•6•Updated Aug 8, 2025Aug 8, 2025

    • python_backend

      Public
      Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •175•629•0•14•Updated Aug 7, 2025Aug 7, 2025

    • tensorrtllm_backend

      Public
      The Triton TensorRT-LLM Backend
      Shell
      •
      Apache License 2.0
      •128•876•312•24•Updated Aug 7, 2025Aug 7, 2025

    • fil_backend

      Public
      FIL backend for the Triton Inference Server
      Jupyter Notebook
      •
      Apache License 2.0
      •37•81•51•0•Updated Aug 5, 2025Aug 5, 2025

    • onnxruntime_backend

      Public
      The Triton backend for the ONNX Runtime.
      inferencebackendtriton-inference-serveronnx-runtime
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •69•157•73•4•Updated Aug 5, 2025Aug 5, 2025

    • vllm_backend

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •31•287•0•9•Updated Aug 4, 2025Aug 4, 2025

    • tutorials

      Public
      This repository contains tutorials and examples for Triton Inference Server
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •124•751•8•16•Updated Aug 4, 2025Aug 4, 2025

    • triton_cli

      Public
      Triton CLI is an open source command line interface that enables users to create, deploy, and profile models served by the Triton Inference Server.
      Python
      •5•66•3•3•Updated Aug 4, 2025Aug 4, 2025

    • third_party

      Public
      Third-party source packages that are modified for use in Triton.
      C
      •
      BSD 3-Clause "New" or "Revised" License
      •61•7•0•4•Updated Aug 4, 2025Aug 4, 2025

    • tensorrt_backend

      Public
      The Triton backend for TensorRT.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •33•77•0•1•Updated Aug 4, 2025Aug 4, 2025

    • square_backend

      Public
      Simple Triton backend used for testing.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •5•3•0•0•Updated Aug 4, 2025Aug 4, 2025

    • repeat_backend

      Public
      An example Triton backend that demonstrates sending zero, one, or multiple responses for each request.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •7•6•0•0•Updated Aug 4, 2025Aug 4, 2025

    • redis_cache

      Public
      TRITONCACHE implementation of a Redis cache
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •4•14•3•0•Updated Aug 4, 2025Aug 4, 2025

    • pytorch_backend

      Public
      The Triton backend for the PyTorch TorchScript models.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •56•158•0•6•Updated Aug 4, 2025Aug 4, 2025

    • perf_analyzer

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •27•99•24•15•Updated Aug 4, 2025Aug 4, 2025

    • openvino_backend

      Public
      OpenVINO backend for Triton.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •17•33•6•2•Updated Aug 4, 2025Aug 4, 2025

    • model_analyzer

      Public
      Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.
      deep-learninggpuinferenceperformance-analysis
      Python
      •
      Apache License 2.0
      •78•483•29•6•Updated Aug 4, 2025Aug 4, 2025

    • local_cache

      Public
      Implementation of a local in-memory cache for Triton Inference Server's TRITONCACHE API
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •1•5•1•0•Updated Aug 4, 2025Aug 4, 2025

    • identity_backend

      Public
      Example Triton backend that demonstrates most of the Triton Backend API.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •13•7•0•0•Updated Aug 4, 2025Aug 4, 2025

    • developer_tools

      Public
      C++
      •9•21•0•4•Updated Aug 4, 2025Aug 4, 2025

    • core

      Public
      The core library and APIs implementing the Triton Inference Server.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •111•145•0•17•Updated Aug 4, 2025Aug 4, 2025

    • common

      Public
      Common source, scripts and utilities shared across all Triton repositories.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •74•76•0•5•Updated Aug 4, 2025Aug 4, 2025

    • checksum_repository_agent

      Public
      The Triton repository agent that verifies model checksums.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •7•11•0•0•Updated Aug 4, 2025Aug 4, 2025

    • backend

      Public
      Common source, scripts and utilities for creating Triton backends.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •100•338•0•3•Updated Aug 4, 2025Aug 4, 2025

    • pytriton

      Public
      PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
      gpudeep-learninginference
      Python
      •
      Apache License 2.0
      •55•814•10•0•Updated Jul 31, 2025Jul 31, 2025

    • tensorflow_backend

      Public
      The Triton backend for TensorFlow.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •21•53•0•2•Updated Jun 18, 2025Jun 18, 2025

    • model_navigator

      Public
      Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.
      deep-learninggpuinference
      Python
      •
      Apache License 2.0
      •27•211•4•0•Updated Apr 22, 2025Apr 22, 2025

    • .github

      Public
      Community health files for NVIDIA Triton
      2•2•0•0•Updated Mar 27, 2025Mar 27, 2025