NVIDIA Triton Inference Server

Open-source AI model serving software for production inference

Code & DevelopmentFree

NVIDIA Triton Inference Server is an open-source software for deploying AI models at production scale. It supports all major ML frameworks (TensorFlow, PyTorch, ONNX, TensorRT) and hardware backends (GPUs, CPUs, custom accelerators), and provides dynamic batching, concurrent model execution, and model ensemble support. Triton is the industry-standard inference server for high-throughput, low-latency AI serving in data centers and cloud environments.

Key Features

• ✓Multi-framework support
• ✓Dynamic batching
• ✓Concurrent model execution
• ✓GPU optimization
• ✓gRPC and HTTP APIs
• ✓Model ensembles