I did a general “understanding AI” session yesterday and one of the participants asked me an interesting question, which I do not think I have been asked before… What is the different between LLMs and what makes them unique and different from each other. I thought it was a very valid question as Huggin face…
Large Language Models (LLMs) have revolutionized the field of natural language processing and artificial intelligence. These powerful models enable applications like language translation, text summarization, and content generation. The world of Large Language Models (LLMs) can be intimidating, especially with the associated costs. However, there are plenty of free and low-cost options available for those…
LLM quantization is the process of reducing the precision of numbers used to represent a model’s weights, typically converting from 32-bit floating point (FP32) to smaller formats like 8-bit integers (INT8) or 4-bit integers (INT4). Think of it like compressing a high-resolution image to a smaller file size while trying to maintain as much quality…
This is something that I have heard many times over the last few months that needs a bit of explanation… ChatGPT (Chat Generative Pre-Trained Transformer) is an application of a Large Language Model (LLM). It is an AI-powered application that enables human-like conversations and other text-based tasks. ChatGPT and other bots like it (see below)…
Large Language models are powerful algorithms designed to understand and generate human-like text. They learn from vast amounts of text data and can perform tasks such as text completion, translation, summarization, and more. LLMs are a type of AI system that uses deep learning on massive text datasets to recognize patterns and generate remarkably fluent,…
Using AI Agents in a sequential matter, prompt after prompt, reading and correcting based on result can be repetitive and tiresome. AutoGen can help!
A Large Language Model (LLM) and a Foundational model are related but distinct concepts in the field of natural language processing. The main difference lies in their specialization and use cases. A foundational model is a general-purpose language model, while an LLM is a language model fine-tuned for specific conversational applications. The LLC builds upon…
Written by Microsoft Copilot 1. Transformer Architecture Both ChatGPT and LLMs share a common foundation: the transformer architecture. This powerful neural network structure has revolutionized natural language processing tasks. Its attention mechanisms allow for context-aware understanding, making it ideal for language modeling12. 2. Emergent Properties As LLMs grow in size (often surpassing 50 to 100…
AI: The possibilities are limitless. One of the best examples of how we need to rethink things is provided by Kahn Academy and the work they are doing to reimagine education. The concept of having a high-quality personalized education program with a lifetime personal tutor / coach and assistant to anyone with a phone is…
ChatGPT is a topic of conversation that are on fire right now. It is incredible that something that is less than 6 months old ( as of now) has captured everyone’s attention on every field of humanity. I believe it has single handedly brought up the AI conversation to the front line. It has been…
The conversation about Artificial Intelligence (AI), ChatGPT, AI-Bots and such is absolutely everywhere. I was at a social meeting the other day, and the topic was raised. It interesting that this is a conversation in the minds of the general public now. It is a conversation. that has many legs and many view points. I…
Summary: Artificial Intelligence (AI) is all around us already, and it’s only going to become more prevalent in the years to come. By leveraging the power of machine learning and other AI algorithms, we can create tools and applications that are more intelligent, more accurate, and more effective than ever before. Whether you’re using a…
This article is part of the Digital Art Series This is the transcript of a conversation I had (yes conversation) with Chat GPT about digital art. Keep in mind that ChatGPT from OpenAI is the first limited release of this “engine/platform” I must say that it was so much better experience than just using Google Search….
