Efficient large language models: A survey

Z Wan, X Wang, C Liu, S Alam, Y Zheng, J Liu… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have demonstrated remarkable capabilities in important
tasks such as natural language understanding and language generation, and thus have the …

Resource-efficient Algorithms and Systems of Foundation Models: A Survey

M Xu, D Cai, W Yin, S Wang, X Jin, X Liu - ACM Computing Surveys, 2024 - dl.acm.org
Large foundation models, including large language models, vision transformers, diffusion,
and LLM-based multimodal models, are revolutionizing the entire machine learning …

When Text Embedding Meets Large Language Model: A Comprehensive Survey

Z Nie, Z Feng, M Li, C Zhang, Y Zhang, D Long… - arXiv preprint arXiv …, 2024 - arxiv.org
Text embedding has become a foundational technology in natural language processing
(NLP) during the deep learning era, driving advancements across a wide array of …