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20202025
most citedMTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning

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cs.LG2025

ThinKV: Thought-Adaptive KV Cache Compression for Efficient Reasoning Models

Akshat Ramachandran, Marina Neseem, Charbel Sakr +3

The long-output context generation of large reasoning models enables extended chain of thought (CoT) but also drives rapid growth of the key-value (KV) cache, quickly overwhelming…