Loopy: Low-Bit Quantization Framework for Looped Language Models

Zeyu Li, Zeyu LI, Yipu ZHANG +7

Looped language models provide a parameter-efficient way to scale iterative test-time computation by repeatedly executing a shared recurrent core. Post-training quantization (PTQ)…