Artificial Intelligence

2026

SVD Contextual Sparsity Predictors for Fast LLM Inference
Georgii Serbin, Kirill Koshkin, Zhongao Sun, Anastasiya Bistrigova, C. C. Korikov—ai

EPLoN: Exploiting Efficient Parallelism with Selective Rematerialization for Lightning Attention on Ascend NPU
Han Bao, Zhenfeng Su, Alexander Setyaev, Stanislav Kamenev, Alexander Gneushev, Kang Zhao, Junmin Xiao, Haoran Lin, Anastasiya Bistrigova, Sergey Buzykanov, Evgeny Tetin, Guangming Tan, Boxiao Liu, Xueyi Zou, Zhenhua Dong, Constantine Korikov, Xianzhi Yu, Zhongzhe Hu—ai

2025

Gamayun's Path to Multilingual Mastery: Cost-Efficient Training of a 1.5B-Parameter LLM
Alexander Podolskiy, Semen Molokov, Timofey Gerasin, Maksim Titov, Alexey Rukhovich, Artem Khrapov, Kirill Morozov, Evgeny Tetin, Constantine Korikov, Pavel Efimov, Polina Lazukova, Yuliya Skripkar, Nikita Okhotnikov, Irina Piontkovskaya, Meng Xiaojun, Zou Xueyi, Zhang Zhenhe—ai