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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
      •1.7k•10k•774•87•Updated Dec 8, 2025Dec 8, 2025

    • core

      Public
      The core library and APIs implementing the Triton Inference Server.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •121•156•0•20•Updated Dec 8, 2025Dec 8, 2025

    • tensorrtllm_backend

      Public
      The Triton TensorRT-LLM Backend
      Apache License 2.0
      •132•910•317•23•Updated Dec 8, 2025Dec 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
      •188•661•0•16•Updated Dec 7, 2025Dec 7, 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
      •80•500•0•1•Updated Dec 6, 2025Dec 6, 2025

    • pytorch_backend

      Public
      The Triton backend for the PyTorch TorchScript models.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •62•166•0•6•Updated Dec 6, 2025Dec 6, 2025

    • openvino_backend

      Public
      OpenVINO backend for Triton.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •18•34•6•1•Updated Dec 5, 2025Dec 5, 2025

    • onnxruntime_backend

      Public
      The Triton backend for the ONNX Runtime.
      backendinferencetriton-inference-serveronnx-runtime
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •74•169•74•5•Updated Dec 5, 2025Dec 5, 2025

    • fil_backend

      Public
      FIL backend for the Triton Inference Server
      Jupyter Notebook
      •
      Apache License 2.0
      •38•83•52•0•Updated Dec 3, 2025Dec 3, 2025

    • common

      Public
      Common source, scripts and utilities shared across all Triton repositories.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •75•78•0•7•Updated Dec 3, 2025Dec 3, 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
      •252•666•58•31•Updated Nov 27, 2025Nov 27, 2025

    • vllm_backend

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •32•319•0•9•Updated Nov 26, 2025Nov 26, 2025

    • tensorflow_backend

      Public
      The Triton backend for TensorFlow.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •23•55•0•2•Updated Nov 22, 2025Nov 22, 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•72•3•3•Updated Nov 14, 2025Nov 14, 2025

    • tutorials

      Public
      This repository contains tutorials and examples for Triton Inference Server
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •135•812•8•16•Updated Nov 14, 2025Nov 14, 2025

    • third_party

      Public
      Third-party source packages that are modified for use in Triton.
      C
      •
      BSD 3-Clause "New" or "Revised" License
      •64•7•0•4•Updated Nov 14, 2025Nov 14, 2025

    • tensorrt_backend

      Public
      The Triton backend for TensorRT.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •34•80•0•1•Updated Nov 14, 2025Nov 14, 2025

    • square_backend

      Public
      Simple Triton backend used for testing.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •5•3•0•0•Updated Nov 14, 2025Nov 14, 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
      •8•7•0•0•Updated Nov 14, 2025Nov 14, 2025

    • redis_cache

      Public
      TRITONCACHE implementation of a Redis cache
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •4•16•3•0•Updated Nov 14, 2025Nov 14, 2025

    • perf_analyzer

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •39•123•33•18•Updated Nov 14, 2025Nov 14, 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
      •2•6•1•0•Updated Nov 14, 2025Nov 14, 2025

    • identity_backend

      Public
      Example Triton backend that demonstrates most of the Triton Backend API.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •14•7•0•0•Updated Nov 14, 2025Nov 14, 2025

    • developer_tools

      Public
      C++
      •9•21•0•4•Updated Nov 14, 2025Nov 14, 2025

    • checksum_repository_agent

      Public
      The Triton repository agent that verifies model checksums.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •9•11•0•0•Updated Nov 14, 2025Nov 14, 2025

    • backend

      Public
      Common source, scripts and utilities for creating Triton backends.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •101•361•0•3•Updated Nov 14, 2025Nov 14, 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•139•23•6•Updated Nov 13, 2025Nov 13, 2025

    • pytriton

      Public
      PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
      deep-learninggpuinference
      Python
      •
      Apache License 2.0
      •55•830•11•0•Updated Aug 13, 2025Aug 13, 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•215•3•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