DECRYPT · 2026-11-01 14:01 UTC

How to Run an AI Model Locally—And Why You Might Want To

Open-weight AI models now trail closed models by about four months on average, with free tools like Ollama and LM Studio enabling local deployment on consumer hardware with 8GB VRAM. Running models locally offers privacy benefits, eliminates $20/month subscription costs, and allows customization under licenses like MIT and Apache 2.0. Largest open models like Alibaba's Qwen 3.8-Max exceed consumer hardware capabilities, and closed models won 24 of 31 tests in Alibaba's comparison.

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