Fusionai: Decentralized training and deploying llms with massive consumer-level gpus

Z Tang, Y Wang, X He, L Zhang, X Pan, Q Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
The rapid growth of memory and computation requirements of large language models
(LLMs) has outpaced the development of hardware, hindering people who lack large-scale …

Detection of Unstructured Sensitive Data Based on a Pre-Trained Model and Lattice Transformer

F Jin, S Wu, X Liu, H Su, M Tian - 2024 7th International …, 2024 - ieeexplore.ieee.org
Sensitive data often contains a significant amount of unstructured information, posing great
challenges to its processing. When dealing with unstructured data, effectively utilizing the …