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Accelerating LLM and VLM Inference for Automotive and Robotics with NVIDIA TensorRT Edge-LLM

NVIDIA Developer Blog · published 8 January 2026

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https://www.nvidia.com/en-us/glossary/large-language-models/
nvidia.com
https://www.nvidia.com/en-us/glossary/ai-agents/
nvidia.com
https://www.nvidia.com/en-us/glossary/vision-language-models/
nvidia.com
https://github.com/NVIDIA/TensorRT-Edge-LLM
github.com
https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-thor/
nvidia.com
https://arxiv.org/html/2503.01840v1
arxiv.org
https://www.bosch-presse.de/pressportal/de/en/ai-in-the-car-bosch-presents-cockpit-innovations-at-ces-2026-in-las-vegas-280272.html
bosch-presse.de
https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/
nvidia.com
https://nvidia.github.io/TensorRT-Edge-LLM/0.4.0/developer_guide/01.1_Overview.html
nvidia.github.io
https://nvidia.github.io/TensorRT-Edge-LLM/0.4.0/developer_guide/01.2_Quick_Start_Guide.html
nvidia.github.io
https://nvidia.github.io/TensorRT-Edge-LLM/0.4.0/developer_guide/05_Examples.html
nvidia.github.io
https://nvidia.github.io/TensorRT-Edge-LLM/0.4.0/developer_guide/07_Customization_Guide.html
nvidia.github.io
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