ALthough not much has changed, I am revisiting this topic ( Original 2024 post: What are LLMS ) as it has been a while, players and concepts are clearer now, Hope this helps! What Exactly Is a Foundational Model? A foundational model is a powerful, general-purpose system trained on enormous amounts of information, designed to…
Artificial intelligence (AI) is no longer just a buzzword for small and medium businesses (SMBs)—it’s rapidly becoming central to how they operate, compete, and grow. The past two weeks have brought a surge of news and studies highlighting AI’s transformative effects. Here’s what’s most important for SMBs right now. Check out my Resources for Learning…
You don’t need a supercomputer to run AI models, but the right software makes all the difference. Here are some options to get you started on your local AI journey. AI is no longer exclusive to data centers and cloud services. With the right software and a decent PC, you can run powerful AI models…
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…
ChatGPT is a language model developed by OpenAI that allows you to have human-like conversations with a chatbot. you can access the web-based app chatbot visiting chat.openai.com and creating an OpenAI account. The website is powered by a large language model called Generative Pre-trained Transformer (GPT). GPT is powered by a deep neural network (DNN)…
Disclaimer: There is absolutely no way anyone can keep up with the new daily releases (and closures) of AI tools and experiments – This is a list as of a certain point in time, and plan to update from time to time. It is by no means complete or fully accurate. It is placed here…
A few weeks back I wrote about how ChatGPT has reignited AI . See also Keeping up with AI Resources below Everyone learns different. Some require more formal processes than others. Some requirement payment others are free. Some give you a certificate others not. For me, most of my “learnings” come from YouTube where people…
A few weeks back I wrote about how ChatGPT has reignited AI . A few hours ago, Microsoft Mechanics released a very cool behind the scenes look at what technology Microsoft is using to run their AI services. Just to give you an idea: GPT 3.0 used 175 billion parameters in their released Language model.Microsoft…
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…
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….
