Tag: hardware
NVIDIA DGX Spark: A Compact AI Supercomputer
By Shahabuddin Amerudin 1. Introduction The launch of NVIDIA DGX Spark on March 18, 2025, marks a significant milestone in AI computing, bringing supercomputer-grade performance to the desktop. ... Read More
Running Local LLMs: Apple Silicon vs. AWS Cloud vs. Windows/Linux Setup
By Shahabuddin Amerudin When deciding how to run large language models (LLMs) locally like DeepSeek R1 70B, LLaMA3 70B, or Qwen2.5 72B, you have three primary options: using Apple Silicon hardware (e.... Read More
Choosing the Best Mac for AI/ML, GeoAI, and Local LLM Inference
By Shahabuddin Amerudin 1. Introduction Selecting the right computer for AI/ML, GeoAI development, and local LLM inference is a crucial decision that impacts long-term productivity, efficiency, and sc... Read More
Optimizing Hardware for Vector-Based GeoAI
By Shahabuddin Amerudin Introduction The growing field of Geospatial Artificial Intelligence (GeoAI) represents a fusion of spatial analysis with modern machine learning techniques. However, not all G... Read More
Investing in the Right Hardware for GeoAI
By Shahabuddin Amerudin In the rapidly evolving field of Geospatial Artificial Intelligence (GeoAI), hardware decisions can make or break a project’s feasibility and efficiency. As GeoAI applica... Read More