BitNet is an official inference framework for 1-bit LLMs, providing optimized kernels for fast and lossless inference on CPU and GPU. The initial release of bitnet.cpp shows performance improvements of 1.37x to 5.07x on ARM CPUs, particularly benefiting larger models.