GitHub

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

[2025.09.25]: 🔥🔥🔥 We released a toolkit that tests the impact of numerical precision and enables deterministic LLM inference. This helps eliminate the training–inference mismatch in reinforcement ...
GitHub

AHCPTQ: Accurate and Hardware-Compatible Post-Training Quantization for Segment Anything Model

We follow the environment settings of PTQ4SAM, please refer to the environment.sh in the root directory. For example, to perform W4A4 quantization for SAM-B with a ...
IEEE

Event-Triggered Dynamic Quantization for Nonlinear Systems With One-Bit Data Transmission

Abstract: In this article, we study the problem of output feedback control for nonlinear systems under event-triggered implementation and dynamic quantization. We focus on the case where the initial ...
IEEE

Quantized Phase Alignment by Discrete Phase Shifts for Reconfigurable Intelligent Surface-Assisted Communication Systems

Abstract: Reconfigurable intelligent surface (RIS), with its capability of passively beamforming, has aroused a surge of interest in recent years. In this paper, we investigate the joint phase ...