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NVIDIA Simplifies AI Model Deployment

August 18, 2026
NVIDIA Simplifies AI Model Deployment

NVIDIA just launched a tool called TensorRT Model Connect. It lets you take a model directly from Hugging Face and convert it for high speed performance. You no longer need to worry about complex intermediate steps or extra file formats.

The system creates a single file that runs independently. This means your production apps do not need PyTorch installed to run these models. It makes the whole process much faster and easier for developers.

The tool currently supports over 70 popular model families. You can try out the new preview version right now to speed up your local projects. It is a major upgrade for anyone running AI in production.

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