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cs.LG2025
AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity
Yu Zhang, Dong Guo, Fang Wu +3
Large Language Models (LLMs) with extended context lengths face significant computational challenges during the pre-filling phase, primarily due to the quadratic complexity of self…
cs.LG2024★ 1 cited
Evaluating the Generalization Ability of Quantized LLMs: Benchmark, Analysis, and Toolbox
Yijun Liu, Yuan Meng, Fang Wu +7
Large language models (LLMs) have exhibited exciting progress in multiple scenarios, while the huge computational demands hinder their deployments in lots of real-world application…