Artificial Intelligence is transforming industries at an unprecedented scale, but training modern Large Language Models (LLMs) requires massive computational power.

At the MPIT Centre of Excellence, our flagship AI Lab is powered by the state-of-the-art NVIDIA DGX H200 system. In this article, we share how researchers and students can leverage the 8 × 141 GB HBM3e GPUs to deploy, fine-tune, and run inference on deep learning models.

We discuss optimized training software, containerized development workflows via NVIDIA NGC, and sample notebooks running on PyTorch and TensorFlow.