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How to Run a 35B Parameter Model on Your Laptop Without Melting It

Step-by-step guide to running large MoE language models like 35B-A3B on a laptop using quantization, llama.cpp, and Ollama with practical tuning tips.

Dev.to | Apr 17, 2026 | Alan West

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