CPU Inference Articles

BitNet enables true GPU-free LLM inference on CPUs via native 1-bit computation — delivering usable token throughput, <2GB RAM, and full LLM functionality without CUDA.

Optimize BitNet 1-bit LLMs for peak CPU inference on Intel and AMD processors—covering AVX-512, BMI2, cache alignment, NUMA, and real-world benchmarks.

Step-by-step guide to running BitNet's 2-billion parameter LLM on a standard CPU. Covers hardware requirements, setup, benchmarks, optimization tips, and practical applications.