MacBook Air M4 Running Large Models: Testing Qwen and DeepSeek Feasibility

On the Linux.do tech forum, a user inquired about the feasibility of running large language models (like Qwen or small-parameter DeepSeek models) on a MacBook Air M4, asking about memory usage. As an AI beginner with 32GB of RAM, the user wanted to know if this hardware configuration could support local AI model deployment. This topic attracted numerous tech enthusiasts who shared practical running experiences, including performance metrics of different models on the M4 chip, memory management techniques, and optimization suggestions. The content provides valuable hardware compatibility references, helping AI enthusiasts evaluate the feasibility of running large models on entry-level devices, offering particular guidance for budget-conscious developers. The discussion also covered local deployment details of DeepSeek models, providing valuable insights for cutting-edge technology practitioners.