Published inGen AI AdventuresThought Structures in Prompt Engineering: Making LLMs Think BetterThe key to unlocking an LLM’s full potential lies in how we guide them to think. Thought structures are carefully crafted prompting…18h ago18h ago
Published inGen AI AdventuresIn-Context Learning Techniques That Make Prompting EffectiveIn-context learning (ICL) has revolutionized how we interact with large language models (LLMs). Unlike traditional machine learning models…Mar 12Mar 12
Published inGen AI AdventuresMastering API Calls for LLMs: Best Practices & Key ConsiderationsAs large language models (LLMs) continue to revolutionize various applications, developers face the choice between open-source and…Mar 7Mar 7
Published inGen AI AdventuresThe Evolution of Natural Language ProcessingNatural Language Processing (NLP) has undergone significant transformations since its inception, evolving through various paradigms to…Feb 28Feb 28
Published inGen AI AdventuresHow To Build A Large Language Model (LLM)?Building a Large Language Model (LLM) is a complex process that can be approached in multiple ways, depending on the resources, goals, and…Feb 27Feb 27
Published inGen AI AdventuresGLUE: Evaluating The Performance of NLP ModelsNot actual glue. It’s General Language Understanding Evaluation, a benchmark for evaluating the performance of NLP models…Feb 26Feb 26
Published inGen AI AdventuresWhat In The World Are Large Language Models (LLMs)?Large Language Models (LLMs) have revolutionized natural language processing (NLP) by enabling machines to understand, generate, and…Feb 25Feb 25
Published inGen AI AdventuresUnlocking Contextual Understanding in NLP with BERTNatural Language Processing (NLP) has seen groundbreaking advancements with the introduction of BERT (Bidirectional Encoder Representations…Feb 24Feb 24
Published inGen AI AdventuresEncoder-Decoder Architecture in TransformersTransformers — an architecture that redefined how models handle sequences, leading to groundbreaking advancements like BERT, GPT, and T5…Feb 21Feb 21
Published inGen AI AdventuresDemystifying How Attention Revolutionized Deep LearningIn recent years, the attention mechanism has revolutionized Natural Language Processing (NLP) by enabling models to focus on the most…Feb 20Feb 20