19 August 2026

NVIDIA tool cuts Hugging Face model deployment to two commands

NVIDIA released TensorRT Model Connect, which converts models from Hugging Face, a popular model repository, directly into optimized inference format without intermediate steps.
Infrastructure teams can now deploy these converted models using C++ APIs with minimal setup, reducing complexity for engineers working with machine learning systems.
NVIDIA built the tool partly using Codex, an AI code assistant, reflecting a broader shift toward teams using AI agents for infrastructure work.

How it was covered

NVIDIA's TensorRT Model Connect converts supported Hugging Face models directly to TensorRT inference without ONNX export, deployable via C++ APIs. The project was largely built with Codex agent assistance, signaling infrastructure teams openly adopting agent tooling.