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 …
Learn AI Together β Towards AI Community Newsletter #25
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! After building three free courses, sharing hundreds of videos and articles, and publishing a soon-to-be-released book on AI for production, we are excited to finally launch our business-to-business …
Graph Neural Networks (GNN) β Concepts and Applications
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Exploring the concept and applications of Graphs, and how to apply Neural Networks to itImage by Alina Grubnyak on Unsplash We have seen the power of Machine Learning in drawing insights about data …
Top Important LLMs Papers for the Week from 13/05 to 19/05
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Artificial Intelligence For Newbies
Author(s): Syed Mujtaba Hassan Originally published on Towards AI. Understanding AI from a non-technical beginnerβs perspectivePhoto by Hitesh Choudhary on Unsplash If you are someone who almost know nothing about AI but have been bombarded with the βAIβ buzzword lately and want …
History, AI, and Non-Consumption: Part I, Winter is Coming!
Author(s): Adel Zaalouk Originally published on Towards AI. βOne age cannot be completely understood if all the others are not understood. The song of history can only be sung as a wholeβ β JosΓ© Ortega y Gasset From: https://twitter.com/CEO_AISOMA/status/1333727609759404040 Thanks for reading …
Implement Tensor Operations With PyTorch einsum: Basic to Self-attention
Author(s): Amina Shabbeer Originally published on Towards AI. Code examples using einsum and visualizations for various tensor operations PyTorch einsum is a helpful and practical tool in any machine learning engineer or researcherβs toolkit. The syntax is pithy and self-documenting. This makes …
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