An Iterative Algorithm for Rescaled Hyperbolic Functions Regression

Understand

Large language models (LLMs) have numerous real-life applications across various domains, such as natural language translation, sentiment analysis, language modeling, chatbots and conversational agents, creative writing, text classification, summarization, and generation.

• LLMs have shown great promise in improving the accuracy and efficiency of these tasks, and have the potential to revolutionize the field of natural language processing (NLP) in the years to come.
• Exponential function based attention unit is a fundamental element in LLMs.
• Several previous works have studied the convergence of exponential regression and softmax regression.