Running Gemma 4 26B on a 13-Year-Old Xeon: Practical AI Performance Without GPUs

1Key Takeaways

• Introduction Large language models like Gemma 4 26B typically require powerful GPUs with high VRAM.
• This tutorial demonstrates how to run the model on a 13-year-old Xeon processor (e.g., Intel Xeon E5 v2 series) using CPU-only optimization techniques like model quantization and memory-efficient execution.
• Prerequisites Xeon-based server with at least 64GB RAM Linux OS (Ubuntu/CentOS recommended) Python 3.10+ git , cmake , and gcc installed At least 200GB free….