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A user bought a GMKtech mini PC with an AMD Ryzen AI Max+ 395 chip and 96GB of RAM for around $2,000 to process millions of tokens locally. The move avoids rising API fees and subscription costs from AI labs. Open-weight models and tools like LM Studio and Ollama make local deployment viable.
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