Everyday Series

How to Make Transformers More Efficient and Accurate by Streamlining Their Feed-Forward Networks

As we celebrate the scalability of Transformers, a parallel movement is underway to make these models not just bigger but also smarter, more efficient, and more practical for real-world applications. This involves addressing crucial issues like latency, memory usage, and disk space consumption. Researchers have been hard at work, exploring...

DeciLM 6B: Redefining Language Models for Faster, Greener AI

Understanding LLM Training: RLHF and Its Alternatives

Large Language Models (LLMs) have made considerable changes in the way we interact with AI-powered systems, from chatbots to content generation. One crucial aspect of LLM development is their training process, which includes Reinforcement Learning with Human Feedback (RLHF) as a key component. In this informative article, the training process...

NExT-GPT's Journey into the Multimodal Future

A 'modality' refers to a particular mode or method of communication or representation. Modalities can encompass different ways in which information is presented or perceived, such as text, images, videos, audio, or any other format that conveys information. In the context of multimodal AI systems, these models are designed to...

Understanding LLM Training: RLHF and Its Alternatives

Large Language Models (LLMs) have made considerable changes in the way we interact with AI-powered systems, from chatbots to content generation. One crucial aspect of LLM development is their training process, which includes Reinforcement Learning with Human Feedback (RLHF) as a key component. In this informative article, the training process...

The Decline in ChatGPT Visits: Exploring User Trends

ChatGPT has become the talk of the town. Its omnipresence in tech discussions, mainstream media, and professional conversations across diverse fields raises intriguing questions. How will it impact your work? Will AI eventually replace you? Are professionals like Hollywood writers, real estate agents, dog walkers, and anesthesiologists still relevant in...