Official implementation of LittleBit (NeurIPS 2025) and LittleBit-2 (ICML 2026).
LittleBit-2: Maximizing the Spectral Energy Gain in Sub-1-Bit LLMs via Latent Geometry Alignment (ICML 2026)
Banseok Lee, Youngmin Kim
LittleBit: Ultra Low-Bit Quantization via Latent Factorization (NeurIPS 2025)