Sebastian Raschka 10/29/2025

DGX Spark and Mac Mini for Local PyTorch Development

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This article provides a detailed technical benchmark comparison between the DGX Spark and a Mac Mini M4 Pro for local PyTorch development and LLM inference. It covers performance in tasks like running a custom 0.6B parameter model, discusses VRAM advantages, and compares results to cloud GPUs like the H100 and A100, focusing on PyTorch workflows and optimizations.

DGX Spark and Mac Mini for Local PyTorch Development

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