Pinned Repositories
backend
Common source, scripts and utilities for creating Triton backends.
client
Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.
core
The core library and APIs implementing the Triton Inference Server.
model_analyzer
Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.
model_navigator
Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.
python_backend
Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.
pytriton
PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
tensorrtllm_backend
The Triton TensorRT-LLM Backend
tutorials
This repository contains tutorials and examples for Triton Inference Server
Triton Inference Server's Repositories
triton-inference-server/server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
triton-inference-server/pytriton
PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
triton-inference-server/tensorrtllm_backend
The Triton TensorRT-LLM Backend
triton-inference-server/client
Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.
triton-inference-server/python_backend
Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.
triton-inference-server/tutorials
This repository contains tutorials and examples for Triton Inference Server
triton-inference-server/model_analyzer
Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.
triton-inference-server/backend
Common source, scripts and utilities for creating Triton backends.
triton-inference-server/model_navigator
Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.
triton-inference-server/vllm_backend
triton-inference-server/dali_backend
The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.
triton-inference-server/onnxruntime_backend
The Triton backend for the ONNX Runtime.
triton-inference-server/pytorch_backend
The Triton backend for the PyTorch TorchScript models.
triton-inference-server/core
The core library and APIs implementing the Triton Inference Server.
triton-inference-server/fil_backend
FIL backend for the Triton Inference Server
triton-inference-server/common
Common source, scripts and utilities shared across all Triton repositories.
triton-inference-server/tensorrt_backend
The Triton backend for TensorRT.
triton-inference-server/tensorflow_backend
The Triton backend for TensorFlow.
triton-inference-server/triton_cli
Triton CLI is an open source command line interface that enables users to create, deploy, and profile models served by the Triton Inference Server.
triton-inference-server/openvino_backend
OpenVINO backend for Triton.
triton-inference-server/developer_tools
triton-inference-server/stateful_backend
Triton backend for managing the model state tensors automatically in sequence batcher
triton-inference-server/contrib
Community contributions to Triton that are not officially supported or maintained by the Triton project.
triton-inference-server/checksum_repository_agent
The Triton repository agent that verifies model checksums.
triton-inference-server/redis_cache
TRITONCACHE implementation of a Redis cache
triton-inference-server/third_party
Third-party source packages that are modified for use in Triton.
triton-inference-server/identity_backend
Example Triton backend that demonstrates most of the Triton Backend API.
triton-inference-server/repeat_backend
An example Triton backend that demonstrates sending zero, one, or multiple responses for each request.
triton-inference-server/local_cache
Implementation of a local in-memory cache for Triton Inference Server's TRITONCACHE API
triton-inference-server/square_backend
Simple Triton backend used for testing.