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@triton-inference-server Triton Inference Server

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    36 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
      •1.5k•8.9k•651•68•Updated Mar 8, 2025Mar 8, 2025

    • perf_analyzer

      Public
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •12•49•6•11•Updated Mar 8, 2025Mar 8, 2025

    • triton_distributed

      Public archive
      Rust
      •
      Apache License 2.0
      •14•48•36•37•Updated Mar 7, 2025Mar 7, 2025

    • core

      Public
      The core library and APIs implementing the Triton Inference Server.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •105•120•0•16•Updated Mar 7, 2025Mar 7, 2025

    • openvino_backend

      Public
      OpenVINO backend for Triton.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •16•31•6•4•Updated Mar 7, 2025Mar 7, 2025

    • vllm_backend

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •24•233•0•5•Updated Mar 6, 2025Mar 6, 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
      •4•58•2•2•Updated Mar 6, 2025Mar 6, 2025

    • onnxruntime_backend

      Public
      The Triton backend for the ONNX Runtime.
      inferencebackendtriton-inference-serveronnx-runtime
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •59•139•72•3•Updated Mar 6, 2025Mar 6, 2025

    • pytorch_backend

      Public
      The Triton backend for the PyTorch TorchScript models.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •45•144•0•4•Updated Mar 6, 2025Mar 6, 2025

    • common

      Public
      Common source, scripts and utilities shared across all Triton repositories.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •75•69•0•4•Updated Mar 5, 2025Mar 5, 2025

    • tensorrtllm_backend

      Public
      The Triton TensorRT-LLM Backend
      Python
      •
      Apache License 2.0
      •115•796•303•22•Updated Mar 4, 2025Mar 4, 2025

    • tutorials

      Public
      This repository contains tutorials and examples for Triton Inference Server
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •108•662•8•14•Updated Mar 4, 2025Mar 4, 2025

    • fil_backend

      Public
      FIL backend for the Triton Inference Server
      Jupyter Notebook
      •
      Apache License 2.0
      •35•76•51•2•Updated Mar 3, 2025Mar 3, 2025

    • .github

      Public
      Community health files for NVIDIA Triton
      1•1•0•0•Updated Feb 27, 2025Feb 27, 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
      •157•591•0•10•Updated Feb 20, 2025Feb 20, 2025

    • tensorrt_backend

      Public
      The Triton backend for TensorRT.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •31•70•0•1•Updated Feb 17, 2025Feb 17, 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•460•26•6•Updated Feb 14, 2025Feb 14, 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
      •53•776•10•0•Updated Feb 12, 2025Feb 12, 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
      •31•132•21•6•Updated Feb 11, 2025Feb 11, 2025

    • third_party

      Public
      Third-party source packages that are modified for use in Triton.
      C
      •
      BSD 3-Clause "New" or "Revised" License
      •59•7•0•4•Updated Feb 11, 2025Feb 11, 2025

    • tensorflow_backend

      Public
      The Triton backend for TensorFlow.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •21•51•0•2•Updated Feb 11, 2025Feb 11, 2025

    • square_backend

      Public
      Simple Triton backend used for testing.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •4•2•0•0•Updated Feb 11, 2025Feb 11, 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•5•0•0•Updated Feb 11, 2025Feb 11, 2025

    • redis_cache

      Public
      TRITONCACHE implementation of a Redis cache
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •4•13•2•0•Updated Feb 11, 2025Feb 11, 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 Feb 11, 2025Feb 11, 2025

    • identity_backend

      Public
      Example Triton backend that demonstrates most of the Triton Backend API.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •12•7•0•0•Updated Feb 11, 2025Feb 11, 2025

    • developer_tools

      Public
      C++
      •10•18•0•5•Updated Feb 11, 2025Feb 11, 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
      •235•607•40•25•Updated Feb 11, 2025Feb 11, 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 Feb 11, 2025Feb 11, 2025

    • backend

      Public
      Common source, scripts and utilities for creating Triton backends.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •94•310•0•3•Updated Feb 11, 2025Feb 11, 2025