Introduction In recent years, large language models have become a crucial part of software development, providing an array of functionalities that enhance user interactions and automate tasks. The Tiny LLaMA 3.2 1B model, a smaller yet powerful variant of the LLaMA series, allows developers to implement advanced capabilities, such as function calling, to improve functionality … Read more
In Natural Language Processing (NLP), pre-trained models have become the cornerstone of many cutting-edge applications. These models, often trained on vast amounts of text data, possess the ability to understand and generate human-like language. However, achieving optimal performance with pre-trained models requires more than just plugging them into your application. Fine-tuning, a process where a … Read more
In today’s world, where data guides decisions in many areas, it’s crucial to be fair. But, there’s a big problem: data often contains biases, which can make automated systems unfair. Natural Language Processing (NLP) offers solutions to find and fix these biases, giving hope for fairer outcomes. Understanding Bias in NLP Bias in NLP refers … Read more
Create a Large Language Model In the era of artificial intelligence, large language models have become the cornerstone of numerous applications, ranging from natural language processing to generating creative content. These models, such as the GPT (Generative Pre-trained Transformer) series, have captivated the attention of researchers and developers worldwide due to their remarkable ability to … Read more
Introduction In the realm of artificial intelligence (AI), one technological marvel has emerged as a game-changer: the Large Language Model (LLM). These models, epitomized by OpenAI’s GPT (Generative Pre-trained Transformer) series, have revolutionized numerous domains, from natural language processing to content generation and beyond. Understanding Large Language Models Before delving into their importance, let’s grasp … Read more