LLMs Can Self-Reflect
Author(s): Vatsal Saglani Originally published on Towards AI. Exploring how we can evaluate LLM responses with LLMsImage generated by ChatGPT When working with LLMs, weβre often confused about the quality of output the LLM has generated. This is the case when we …
Large Language Model (LLM)🤖: In and Out
Author(s): JAIGANESAN Originally published on Towards AI. Large Language Model (LLM)🤖: In and Out Delving into the Architecture of LLM: Unraveling the Mechanics Behind Large Language Models like GPT, LLAMA, etc. Photo by Tara Winstead: pexels.com In this article, weβre going to …
Prolog β Programming in Logic
Author(s): Ashani Sansala Kodithuwakku Originally published on Towards AI. Image by starline on Freepik βLogic will get you from A to B. Imagination will take you everywhere.β β Albert Einstein β Introduction Prolog is the first declarative programming language which was invented …
The Magic of Variational Autoencoders (VAE), Where Creativity Begins! 🎨
Author(s): JAIGANESAN Originally published on Towards AI. The Magic of Variational Autoencoders (VAE), Where Creativity Begins! 🎨 Photo by Google DeepMind: pexels.com Iβm assuming youβre already familiar with the basics of autoencoder, convolution, transpose convolution, and latent dimension and how they work. …
Building a Multi-Agent System to Accomplish Complex Tasks
Author(s): Najib Sharifi Originally published on Towards AI. Building a Multi-Agent System to Accomplish Complex Tasks When ChatGPT first arrived, it was game-changing. Now, it is used by people in all sectors and lines of work. ChatGPT demonstrated the strength of these …
How to Evaluate Your AI Agent
Author(s): Peter Richens Originally published on Towards AI. Photo by Dominik Scythe on Unsplash Agents that equip LLMs with the ability to interact with the world autonomously are perhaps the hottest idea of the current AI summer. Over the last year, Iβve …
Introducing βBuilding LLMs for Productionβ
Author(s): Towards AI Editorial Team Originally published on Towards AI. We are thrilled to introduce Towards AIβs new book βBuilding LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG.β This book, now available on Amazon, is the …
Getting Started with LLM Inference Optimization: Best Resources
Author(s): Youssef Hosni Originally published on Towards AI. Combining layers in transformer models makes them bigger and better at understanding language tasks. But making these big models costs a lot to train and they need a lot of memory and computer power …
How I Use nnUNet for Medical Image Segmentation: A Comprehensive Guide
Author(s): Nour Islam Mokhtari Originally published on Towards AI. A complete walkthrough on how to use nnUNet to build powerful medical imaging segmentation models Welcome to our deep dive into nnUNetv2, the renowned neural network framework specifically designed for medical image segmentation. …
Language Model Alignment: Use-cases and Approaches
Author(s): Fabio YÑñez Romero Originally published on Towards AI. Before putting a language model into production, some techniques must be used to align the model to respond appropriately to the end user; this post will explain the main uses and methods employed …
AI Acts: How Can Companies build Their AI Governance Frameworks?
Author(s): Harriet Gaywood Originally published on Towards AI. AI Acts: How Can Companies build Their AI Governance Frameworks? Standard quality control collage concept. Source: Freepik There has been a flurry of excitement surrounding the adoption of the EU AI Act this week …
Build a Recommendation System using BERT & Pinecone 🔥
Author(s): Karan Kaul | γ«γ©γ³ Originally published on Towards AI. Build a Recommendation System using BERT & Pinecone 🔥 Photo by Timothy Dykes on Unsplash Overview We want to build a system that will recommend similar news articles, for the users to …
EP1: Fraud Detection at Scale β Stripe Radar Case Study
Author(s): Euclidean AI Originally published on Towards AI. Welcome to the first episode of βHoly AI?!β, your go-to newsletter for all things AI and data science. In todayβs episode, weβre diving into a crucial topic: Fraud Detection at Scale, and we will …
Drawing the Four Neural Networks that Changed AI
Author(s): Jake Manger Originally published on Towards AI. Making beautiful visualizations and writing about AIβs most influential models with PlotNeuralNetA diagram of LeNet-5 generated with PlotNeuralNet. Image by Author. Iβve recently been writing a paper where we developed a new model architecture …
3 Key Differences Between Human and Machine Intelligence You Need to Know
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. AI is an alien intelligence Top highlight Photo by Andriyko Podilnyk on Unsplash Despite all that has been said about AI capabilities (or often because of that), what AI can and canβt do …
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