Yuedong Zhong

STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs

In this paper, we present the first structural binarization method for LLM compression to less than 1-bit precision. Although LLMs have achieved remarkable performance, their memory-bound nature during the inference stage hinders the adoption of resource-constrained devices. Reducing weights to 1-bi…