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    36 repositories

    • triton_distributed

      Public
      Rust
      •
      Apache License 2.0
      •10•38•25•29•Updated Feb 21, 2025Feb 21, 2025

    • perf_analyzer

      Public
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •11•45•6•14•Updated Feb 21, 2025Feb 21, 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
      •2•54•2•1•Updated Feb 21, 2025Feb 21, 2025

    • openvino_backend

      Public
      OpenVINO backend for Triton.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •16•30•6•5•Updated Feb 21, 2025Feb 21, 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
      •1.5k•8.8k•641•66•Updated Feb 20, 2025Feb 20, 2025

    • pytorch_backend

      Public
      The Triton backend for the PyTorch TorchScript models.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •45•143•0•5•Updated Feb 20, 2025Feb 20, 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
      •158•589•0•11•Updated Feb 20, 2025Feb 20, 2025

    • tutorials

      Public
      This repository contains tutorials and examples for Triton Inference Server
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •107•648•8•14•Updated Feb 20, 2025Feb 20, 2025

    • onnxruntime_backend

      Public
      The Triton backend for the ONNX Runtime.
      inferencebackendtriton-inference-serveronnx-runtime
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •58•138•72•3•Updated Feb 18, 2025Feb 18, 2025

    • vllm_backend

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •23•225•0•5•Updated Feb 18, 2025Feb 18, 2025

    • tensorrtllm_backend

      Public
      The Triton TensorRT-LLM Backend
      Python
      •
      Apache License 2.0
      •114•780•299•21•Updated Feb 18, 2025Feb 18, 2025

    • tensorrt_backend

      Public
      The Triton backend for TensorRT.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •31•69•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•456•26•6•Updated Feb 14, 2025Feb 14, 2025

    • core

      Public
      The core library and APIs implementing the Triton Inference Server.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •104•115•0•17•Updated Feb 14, 2025Feb 14, 2025

    • fil_backend

      Public
      FIL backend for the Triton Inference Server
      Jupyter Notebook
      •
      Apache License 2.0
      •35•76•51•2•Updated Feb 13, 2025Feb 13, 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•772•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•5•Updated Feb 11, 2025Feb 11, 2025

    • tensorflow_backend

      Public
      The Triton backend for TensorFlow.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •20•49•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•6•0•0•Updated Feb 11, 2025Feb 11, 2025

    • developer_tools

      Public
      C++
      •10•18•0•5•Updated Feb 11, 2025Feb 11, 2025

    • common

      Public
      Common source, scripts and utilities shared across all Triton repositories.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •74•68•0•3•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•601•37•26•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
      •93•309•0•3•Updated Feb 11, 2025Feb 11, 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
      •26•196•3•0•Updated Jan 13, 2025Jan 13, 2025