Run AI Offline: A Local LLM Guide for India

A local LLM runs entirely on your device — no internet, no subscription, no data leaving your laptop or phone.

Free tools like Ollama and LM Studio install an open model (Llama, Gemma, Mistral, Qwen) in minutes.

Rule of thumb: 8GB RAM runs small 3-4B models, 16GB runs 7-8B comfortably, 32GB+ unlocks larger ones.

Quantized 'Q4' versions shrink a model 3-4x with little quality loss — pick these for Indian mid-range hardware.

Local AI is slower and less capable than ChatGPT, but it's unbeatable for privacy, offline use and sensitive data.