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NVIDIA•February 13, 2025
TensorRT-Model-Connect
Open Source
AI
TensorRT
Inference
NVIDIA
### TL;DR
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.
Key Insights & Metrics
Pricing
Free and Open-Source (Apache-2.0 license)
Cost structure
Version
Public Preview
Current release version
Hardware
NVIDIA GPU with Docker and terminal access
Compute requirements
Category
Open Source
Licensing model
Region
United States
Primary region
Key Features
- End-to-end inference deployment in two commands
- Direct build of TensorRT engines from Hugging Face or local checkpoints without ONNX export
- Versioned .bundle artifact support for native C++ task APIs
- Agentic workflow for continuous model support and integration
- Unified task-oriented application boundary for diverse AI workloads
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