TensorRT-Model-Connect

TensorRT-Model-Connect is an AI-native tool designed to streamline the deployment of Hugging Face models for end-to-end TensorRT inference. It enables users to build and run optimized model bundles in just two commands, bypassing the need for intermediate ONNX export steps.

TensorRT-Model-Connect is an AI-native tool designed to streamline the deployment of Hugging Face models for end-to-end TensorRT inference. It enables users to build and run optimized model bundles in just two commands, bypassing the need for intermediate ONNX export steps.

• 01End-to-end inference deployment in two commands
• 02Direct build of TensorRT engines from Hugging Face or local checkpoints without ONNX export
• 03Versioned .bundle artifact support for native C++ task APIs
• 04Agentic workflow for continuous model support and integration
• 05Unified task-oriented application boundary for diverse AI workloads