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Model Deployment

28 summarised stories about Model Deployment, each linking back to the original source. Browse all topics →

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Tuesday, 18 August 2026

NVIDIA Releases TensorRT Model Connect in Public Preview: Hugging Face Checkpoint to Native C++ Inference in Two Commands

MarkTechPost 1 week ago 49

NVIDIA released TensorRT Model Connect (TRTMC) in public preview, an open-source tool that converts Hugging Face checkpoints to native C++ inference in two commands without requiring ONNX export. The release supports 105 profiles across 76 model families with wheels currently limited to Linux aarch64 only, requiring TensorRT 11.1.0.106 and Python 3.10 or 3.12. Teams building inference pipelines in C++ can now deploy models directly in embedded, robotics, and edge applications without PyTorch in the runtime path.

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NVIDIA Model Deployment

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