Boost local model performance by leveraging Mixture of Experts (MoE) architectures and strategic GPU/CPU layer offloading. By configuring your environment to keep only the active parameters on your GPU while balancing remaining layers on the CPU, you can run massive models with significantly lower latency on consumer hardware.
Topics: AI, Local LLMs, Optimization, Machine Learning, Hardware