Why We Build Local Large Language Models: An Observational Analysis from 35 Japanese and Multilingual LLMs. - Koshiro Saito; Sakae Mizuki; Masanari Ohi; Taishi Nakamura; Taihei Shiotani; Koki Maeda; Youmi Ma; Kakeru Hattori; Kazuki Fujii; Takumi Okamoto; Shigeki Ishida; Hiroya Takamura; et al. (CoRR, 2024)

Building Instruction-Tuning Datasets from Human-Written Instructions with Open-Weight Large Language Models. - Youmi Ma; Sakae Mizuki; Kazuki Fujii; Taishi Nakamura; Masanari Ohi; Hinari Shimada; Taihei Shiotani; Koshiro Saito; Koki Maeda; Kakeru Hattori; Takumi Okamoto; Shigeki Ishida; et al. (CoRR, 2025)

Rewriting Pre-Training Data Boosts LLM Performance in Math and Code. - Kazuki Fujii; Yukito Tajima; Sakae Mizuki; Hinari Shimada; Taihei Shiotani; Koshiro Saito; Masanari Ohi; Masaki Kawamura; Taishi Nakamura; Takumi Okamoto; Shigeki Ishida; Kakeru Hattori; et al. (CoRR, 2025)