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Sun Yat-sen University
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LLMs aren't always needed: CelerLog shows you can get SOTA log parsing with a hybrid approach that's up to 18x faster and cuts token costs by 94%.
Forget slow attention: FlashPrefill achieves a staggering 27x speedup in long-context prefilling by instantly discovering and thresholding sparse attention patterns.
