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

NVIDIA released TensorRT Model Connect (TRTMC) in public preview, an Apache-2.0 project that converts a supported Hugging Face or local checkpoint to end-to-end TensorRT inference in two commands, eliminating the need for intermediate ONNX export. The build produces a versioned .bundle artifact that runs via native C++ task APIs, allowing inference without PyTorch in the runtime path. NVIDIA's July 29, 2026 GB300 snapshot covers 105 release profiles across 76 model families.

NVIDIA has released TensorRT Model Connect TRTMC in public preview, an Apache-2.0 project that takes a supported Hugging Face or local checkpoint to end-to-end TensorRT inference in two commands, with no intermediate ONNX export. The build emits a versioned .bundle artifact that runs through native C++ task APIs, so inference executes without PyTorch in the runtime path. NVIDIA's July 29, 2026 GB300 snapshot covers 105 release profiles across 76 model families. The post NVIDIA Releases TensorRT Model Connect in Public Preview: Hugging Face Checkpoint to Native C++ Inference in Two Commands https://www.marktechpost.com/2026/08/18/nvidia-releases-tensorrt-model-connect-in-public-preview-hugging-face-checkpoint-to-native-c-inference-in-two-commands/ appeared first on MarkTechPost https://www.marktechpost.com .