Set Up Your Own LLM Server at Home - Run Local AI Models with Ollama and NVIDIA DGX Spark

Learn to set up an Ollama server on the NVIDIA DGX Spark to run large language models locally, including 70B+ parameter models. Deploy Ollama using Docker through NVIDIA's DGX Spark notebooks and access the Ollama WebUI remotely for an intuitive chat interface. Connect to your local API using OpenAI-compatible Python code and manage advanced models like DeepSeek R01 70B while balancing performance with context length requirements. Master the configuration process that works on nearly any Unix-based system, not just the DGX Spark, enabling you to create a fully functional local LLM environment for experimentation or integration into your applications. Gain practical experience with Docker deployment, remote access setup, API integration, and model management techniques essential for running enterprise-grade language models on local hardware.