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@triton-inference-server Triton Inference Server

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    35 repositories

    • fil_backend

      Public
      FIL backend for the Triton Inference Server
      Jupyter Notebook
      •
      Apache License 2.0
      •38•82•51•0•Updated Sep 12, 2025Sep 12, 2025

    • 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•9.8k•754•78•Updated Sep 12, 2025Sep 12, 2025

    • tensorrtllm_backend

      Public
      The Triton TensorRT-LLM Backend
      Shell
      •
      Apache License 2.0
      •130•887•313•23•Updated Sep 11, 2025Sep 11, 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•138•23•6•Updated Sep 10, 2025Sep 10, 2025

    • vllm_backend

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •32•295•0•9•Updated Sep 9, 2025Sep 9, 2025

    • tutorials

      Public
      This repository contains tutorials and examples for Triton Inference Server
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •127•768•8•16•Updated Sep 9, 2025Sep 9, 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•67•3•3•Updated Sep 9, 2025Sep 9, 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 Sep 9, 2025Sep 9, 2025

    • tensorrt_backend

      Public
      The Triton backend for TensorRT.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •33•77•0•1•Updated Sep 9, 2025Sep 9, 2025

    • square_backend

      Public
      Simple Triton backend used for testing.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •5•3•0•0•Updated Sep 9, 2025Sep 9, 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•7•0•0•Updated Sep 9, 2025Sep 9, 2025

    • redis_cache

      Public
      TRITONCACHE implementation of a Redis cache
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •4•15•3•0•Updated Sep 9, 2025Sep 9, 2025

    • pytorch_backend

      Public
      The Triton backend for the PyTorch TorchScript models.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •58•159•0•6•Updated Sep 9, 2025Sep 9, 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
      •178•639•0•14•Updated Sep 9, 2025Sep 9, 2025

    • perf_analyzer

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •30•106•26•16•Updated Sep 9, 2025Sep 9, 2025

    • openvino_backend

      Public
      OpenVINO backend for Triton.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •18•32•6•2•Updated Sep 9, 2025Sep 9, 2025

    • onnxruntime_backend

      Public
      The Triton backend for the ONNX Runtime.
      inferencebackendtriton-inference-serveronnx-runtime
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •70•161•73•4•Updated Sep 9, 2025Sep 9, 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•490•29•6•Updated Sep 9, 2025Sep 9, 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 Sep 9, 2025Sep 9, 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 Sep 9, 2025Sep 9, 2025

    • developer_tools

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

    • core

      Public
      The core library and APIs implementing the Triton Inference Server.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •114•149•0•18•Updated Sep 9, 2025Sep 9, 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 Sep 9, 2025Sep 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
      •244•644•50•27•Updated Sep 9, 2025Sep 9, 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 Sep 9, 2025Sep 9, 2025

    • backend

      Public
      Common source, scripts and utilities for creating Triton backends.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •100•347•0•3•Updated Sep 9, 2025Sep 9, 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•816•12•0•Updated Aug 13, 2025Aug 13, 2025

    • tensorflow_backend

      Public
      The Triton backend for TensorFlow.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •22•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•210•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