Output-Optimal Algorithms for Join-Aggregate QueriesXiao Hu, University of WaterlooS&P Security and PrivacyCOBBL: Dynamic Constraint Generation for SNARKsKunming Jiang, Carnegie Mellon University; et al.Fraser Brown, Carnegie Mellon University
On AIME24 with Qwen3-8B, TriAttention achieves 42.1% accuracy against Full Attention’s 57.1%, while R-KV achieves only 25.4% at the same KV budget of 2,048 tokens. On AIME25, TriAttention achieves 32.9% versus R-KV’s 17.5% — a 15.4 percentage point gap. On MATH 500 with only 1,024 tokens in the KV cache out of a possible 32,768, TriAttention achieves 68.4% accuracy against Full Attention’s 69.6%.
。豆包下载对此有专业解读
终端窗口~/Developer/every-addon bun analyze
Как пишет aif.ru, Ведунова умерла на месте до приезда скорой помощи. Ей было 45 лет. Дочь актрисы скончалась позднее в больнице.
Structs, .filter(), .sort(), closures