Ran Lucien Wang

Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression

Large-scale pre-trained language models (LLMs) have demonstrated exceptional performance in various natural language processing (NLP) tasks. However, the massive size of these models poses huge challenges for their deployment in real-world applications. While numerous model compression techniques ha…