NVIDIA Triton Inference Server

NVIDIA Triton Inference Server is the open-source solution that standardizes AI model deployment and maximizes inference performance across all major frameworks (TensorFlow, PyTorch) and platforms (GPU, CPU).

Triton is the open-source, high-performance inference serving software designed to streamline production AI deployment. It provides a unified, standardized interface for models from all major frameworks (TensorFlow, PyTorch, ONNX, TensorRT), eliminating per-framework complexity. Key features like concurrent model execution, dynamic batching, and model ensembles maximize throughput and utilization on NVIDIA GPUs and x86/Arm CPUs. Deploy it anywhere: cloud, data center, or edge, with native integration for MLOps tools like Kubernetes and Prometheus. This is how you scale AI with low latency and high reliability.

https://developer.nvidia.com/triton-inference-server