Donghyun Son

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upvoted a paper 5 days ago

LoopVQ: Sub 1-bit KV Cache Quantization for Looped Transformers

Paper • 2611.05304 • Published 8 days ago • 11

upvoted 2 papers about 1 month ago

Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs

Paper • 2609.32259 • Published Sep 29 • 20

Tailoring the Quantization Space for 1-Bit KV Cache Compression

Paper • 2610.03027 • Published Oct 2 • 3

upvoted a collection 5 months ago

EXAONE 4.5

Collection

LG's First Open-Weight Vision-Language Model for Industrial Intelligence • 5 items • Updated Apr 22 • 47

upvoted 2 papers about 1 year ago

NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache

Paper • 2505.18231 • Published May 23, 2025 • 3

Gaussian Weight Sampling for Scalable, Efficient and Stable Pseudo-Quantization Training

Paper • 2505.11170 • Published May 16, 2025 • 3