Learn AI Together — Towards AI Community Newsletter #7
Author(s): Towards AI Editorial Team Originally published on Towards AI. Welcome back to the community newsletter after a two-week break for the holidays! We are back with some cool news, interesting and helpful articles, and opportunities! Let’s get right into it. This …
Gradient Descent and the Melody of Optimization Algorithms
Author(s): Abhinav Kimothi Originally published on Towards AI. Source : Image generated using AI by Author If you work in the field of artificial intelligence, Gradient Descent is one of the first terms you’ll hear. It is the fundamental optimization algorithm used …
Psychopathology of Large Language Models: Foundation Models in a Neurobiological Perspective
Author(s): Alberto Paderno Originally published on Towards AI. Psychopathology of Large Language Models: Foundation Models in a Neurobiological Perspective Optimal Brain Damage, Synaptic Pruning, and the Problem of “Hallucinations” Artificial psychosurgery, modifying the architecture to improve the function — Image generated by …
Page by Page Review: Mixtral of Experts (8x7B)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A completely opensource model that could dominate the entrepreneurial scene in the field of Generative AI TLDR: Core points: Mixtral is a Sparse Mixture of Experts (SMoE)It has 8 expert models. …
Data Reliability 101: A Practical Guide to Data Validation Using Pydantic in Data Science Projects
Author(s): Shivamshinde Originally published on Towards AI. This article will explain Why data validation is needed for the Python code, How it’s done using the Pydantic library, and How to integrate it into your data science projects. Photo by Anthony Bressy on …
What is RAG?
Author(s): Louis Bouchard Originally published on Towards AI. Retrieval augmented generation simply explained Originally published on louisbouchard.ai, read it 2 days before on my blog! When using ChatGPT, you most probably have encountered responses like, “I’m sorry, but as of my last …
This AI newsletter is all you need #81
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we have been watching signs of competition heating up in LLM Chatbot products, with Google and Microsoft developing their ChatGPT alternatives. ChatGPT …
7 Mistakes Beginner ML Students Make Every Year
Author(s): Boris Meinardus Originally published on Towards AI. Don’t study LLMs! You’re making a mistake! I have received a lot of DMs from people asking me for advice on how to learn machine learning. So in this post, I thought I would …
AI Basics: What is behind a Feedforward Neural Network
Author(s): Caspar Bannink Originally published on Towards AI. Welcome to part 3 of the AI basics series. In this post, we will take a look at the feedforward neural network. Image 1) Credits to author (AI-assisted) In the ever-evolving world of artificial …
Microsoft Phi-2: Tiny Mighty Open Source Model with Verbal Diarrhea
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A new lightweight model for developing prototypes The Phi-2 model, developed by Microsoft, is a 2.7 billion-parameter language model that has recently gained attention in the field of natural language processing …
A Swift Introduction to Deep Learning with PyTorch and TensorFlow
Author(s): Günter Röhrich Originally published on Towards AI. Stepping through theory, background, and code examples Neural networks have gained incredible attention over the last decade (despite being around for much longer), and seem to have made incredible progress in the eyes of …
A Long-Term Demand Forecasting Model Implementation Case Study with a Major Retailer
Author(s): Alexandre Warembourg Originally published on Towards AI. Explore how I developed a core demand forecasting algorithm for ten countries, dealing with an average product sales history of 11 months and 30% new products in each batch. source : Dall-E generated picture …
The Simple Principle Behind Retrieval Augmented Generation in Large Language Models
Author(s): Krupesh Raikar Originally published on Towards AI. Understand RAG intuitively and implement a chat pipeline with your documents using LangChain and Llamma v2Photo by Mika Baumeister on Unsplash In a timeframe that can only be best described as a blink of …
Apple Outclasses ChatGPT with Ferret
Author(s): Ignacio de Gregorio Originally published on Towards AI. Listen up, Microsoft, You Might Have a New Rival Top highlight Out of all AI news at the end of 2023, the fact that Apple is finally putting itself out there is probably …
How to Train a Custom Faster RCNN Model In PyTorch
Author(s): Dr. Leon Eversberg Originally published on Towards AI. Fine-tuning a pre-trained Faster RCNN model with custom images in the COCO data format using PyTorchTraining and validation loss during model training. Source: Author In this PyTorch tutorial for beginners, we will use …
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