Efficient large language models: A survey
Large Language Models (LLMs) have demonstrated remarkable capabilities in important
tasks such as natural language understanding and language generation, and thus have the …
tasks such as natural language understanding and language generation, and thus have the …
Resource-efficient Algorithms and Systems of Foundation Models: A Survey
Large foundation models, including large language models, vision transformers, diffusion,
and LLM-based multimodal models, are revolutionizing the entire machine learning …
and LLM-based multimodal models, are revolutionizing the entire machine learning …
When Text Embedding Meets Large Language Model: A Comprehensive Survey
Text embedding has become a foundational technology in natural language processing
(NLP) during the deep learning era, driving advancements across a wide array of …
(NLP) during the deep learning era, driving advancements across a wide array of …