How Can Least-to-Most Prompting Enable Complex Reasoning in LLMs?
Introduction What if language models could tackle complex problems with the same step-by-step approach humans use? In the realm of large language models (LLMs), the strategy of Lea
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How to Make LLMs Better at Translation?
Introduction In this blog, we delve into the fascinating world of large language models (LLMs) and their capabilities in performing translation tasks. Inspired by the academic pape
A Survey on Evaluation of Large Language Models
Introduction As (LLMs) like GPT-3, PaLM, ChatGPT and others gain immense popularity, the need to thoroughly evaluate their capabilities has become crucial. These advanced AI models
Comprehensive Guide to LLM API Pricing: Choose the Best for Your Needs
Introduction Large Language Model (LLM) APIs are powerful tools that allow businesses and developers to integrate advanced natural language processing functionalities into their ap
How Can Large Language Models Be Used in Medicine?
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
Claude 3 Opus API vs. Novita AI LLM API: A Comparison Guide
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
All You Need to Know about the Limitations of Large Language Models
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
What Is Cumulative Reasoning With Large Language Models?
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
Can Large Language Models Transform Computational Social Science?
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
Can Large Language Models Do Causal Reasoning?
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
How Good Are Large Language Models at Program Synthesis?
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
How to Train Compute-Optimal Large Language Models?
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
How Can Large Language Models Self-Improve?
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
What Will Happen When Large Language Models Encode Clinical Knowledge?
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