most citedSQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

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cs.LG2026

OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond

Zunhai Su, Rui Yang, Chao Zhang +12

The rapid advancement toward long-context reasoning and multi-modal intelligence has made the memory footprint of the Key-Value (KV) cache a dominant memory bottleneck for efficien…