Continuing our deep dive into Transformers, today we explore Multi-Head Attention, a crucial concept behind their success! Previously, we covered tokens, word embeddings, and self-attention. Now, we’ll focus on Multi-Head Attention: · From Self-Attention to Multi-Head Attention: We’ll bridge the gap
Tag: LLM
In the series – ‘Key Concepts for Transformers,’ I have covered Tokens, Tokenization, and Word Embeddings, Self Attention Mechanism so far. In this post, I will explain the maths behind the ‘Self-Attention Mechanism.’. In this post we will cover the
In the last two posts of the series ‘Key Concepts for Transformers,’ I covered Tokens, Tokenization, and Word Embeddings. In this post, I will explain the concept of ‘Self-Attention Mechanism.’ This is a crucial concept and a powerful tool for
In continuation to the previous post where I discussed about Tokens and Tokenization, in this document we will be discussing about “Word Embeddings”. This topic is again one of the key ones to understand before going deeper into the transformer
Transformer architecture serves as the foundation of Large Language Models. To understand Transformer Architecture, there are various concepts that need clearer understanding beforehand. In this document, and in the upcoming few, I will touch on some of the important concepts
In this second document of Generative AI deep dives series, development of Large Language model is covered. There are multiple organization, working at their individual capacity to create Large Language Models. Most of the models are tasked with specific use
Problem-solving and solution design are key areas in strategy consulting, where Generative AI can play a pivotal role. When faced with a client’s challenge, ChatGPT can brainstorm potential solutions and assist in designing strategies, process improvements, or organizational changes. For
Problem-solving and solution design are key areas in strategy consulting, where Generative AI can play a pivotal role. When faced with a client’s challenge, ChatGPT can brainstorm potential solutions and assist in designing strategies, process improvements, or organizational changes. For
There are various elements of strategy consulting that can leverage Generative AI capabilities to increase efficiency and quality of output. In this post on the application of Generative AI, I will discuss how you can utilize Generative AI for Competitive