"quantization techniques" Papers

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Durable Quantization Conditioned Misalignment Attack on Large Language Models

Peiran Dong, Haowei Li, Song Guo

ICLR 2025
2
citations

Effective Interplay between Sparsity and Quantization: From Theory to Practice

Simla Harma, Ayan Chakraborty, Elizaveta Kostenok et al.

ICLR 2025arXiv:2405.20935
19
citations

PALMBENCH: A COMPREHENSIVE BENCHMARK OF COMPRESSED LARGE LANGUAGE MODELS ON MOBILE PLATFORMS

Yilong Li, Jingyu Liu, Hao Zhang et al.

ICLR 2025arXiv:2410.05315
7
citations

Quantized Spike-driven Transformer

Xuerui Qiu, Malu Zhang, Jieyuan Zhang et al.

ICLR 2025arXiv:2501.13492
14
citations

RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation

Mahdi Nikdan, Soroush Tabesh, Elvir Crnčević et al.

ICML 2024arXiv:2401.04679
48
citations