Why Run Local LLMs?
Running local language models guarantees privacy, zero latency (no API limits), and cost-effectiveness. In 2024, open-source models like Llama-3 and Mistral rival proprietary models.
Setting up Ollama
Ollama is the easiest way to get up and running. Simply download the installer, run ollama run llama3, and you immediately have a conversational interface in your terminal.
Llama.cpp for Advanced Users
For those who want granular control over quantization and GPU offloading, Llama.cpp is the gold standard written in C++. It allows models to run surprisingly fast even on MacBooks and low-end GPUs.
Conclusion
Local AI is the future of development. Start with Ollama, and as your needs grow, explore AnythingLLM and Llama.cpp.
