LLM

Introduction How are large language models developed? How can they be used in medicine? What are some popular LLMs in medicine? How to train my own LLM in medicine? What are the li

Key Highlights Understanding LLM API : LLM APIs integrate advanced AI for tasks like natural language processing and text generation. Claude 3 Opus vs. Novita AI LLM API : Claude e

Introduction What are the limitations of large language models (LLMs)? Starting from the definition of LLM, we are going to discuss 8 limitations one by one. For each limitation, w

Introduction What is cumulative reasoning with large language models? Why do we need cumulative reasoning for LLMs? What does cumulative reasoning with LLMs look like? Can LLMs Do

Introduction Can large language models transform computational social science? Wait a second, what does computational social science do? Welcome to the dynamic field of computation

Introduction How do we humans discern the causes behind the effects we observe around us? When we see storm clouds gathering, why do we predict rain, or how do we conclude that a m

Introduction How good are large language models at program synthesis? Some scholars may say, “For the largest LLMs, good enough!” In this blog, we will embark on the journey of und

Introduction Recently, an LLM with only 70B parameters outperforms GPT 3. This LLM, called Chinchilla, was developed by Hoffmann and his colleagues. In their work, they state that

Introduction How can large language models self-improve? Let’s demystify this magic! This blog aims to unravel the intricacies of how these models, once a figment of science fictio

Introduction What will happen when large language models encode clinical knowledge? In this article, we will discuss the theoretical applications of LLMs in the medical domain, the

Introduction Are emergent abilities of large language models a mirage? The short answer to this question is: mostly, yes. Some scholars from Stanford argue that it’s all about metr

Introduction As machine learning technologies become increasingly prevalent, the need to ensure the privacy and security of the data used to train these has become a critical conce

Introduction How and why do larger language models do in-context learning differently? In this article, we will explore the concept of “ in-context learning ” (ICL), discuss the la