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Forget the billion-parameter giants. The real AI action is happening on laptops, phones, and edge devices with models that fit in 4GB of VRAM.
Distilled Qwen3 models with 0.6B-8B parameters are beating GPT-5 and Claude on narrow tasks at 1/100th the cost. Here’s the systematic proof that bigger isn’t better.