Edge large language models: a comprehensive survey

Key Points

• Edge computing significantly improves the deployment of large language models, enhancing performance and efficiency.
• Natural language processing applications benefit from advanced optimization techniques, improving real-time responsiveness.
• This survey analyzes data privacy implications in edge deployments of large language models, emphasizing security measures.
• The findings highlight the need for further advancements in algorithm efficiency to fully leverage edge computing benefits.