2 papers
cs.DC2025
Balancing Pipeline Parallelism with Vocabulary Parallelism
Man Tsung Yeung, Penghui Qi, Min Lin +1
Pipeline parallelism is widely used to scale the training of transformer-based large language models, various works have been done to improve its throughput and memory footprint. I…
cs.CL2025
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs
Longxu Dou, Qian Liu, Fan Zhou +38
Sailor2 is a family of cutting-edge multilingual language models for South-East Asian (SEA) languages, available in 1B, 8B, and 20B sizes to suit diverse applications. Building on…