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 …
![Hands-On LangChain for LLM Applications Development: Documents Splitting [Part 2]](https://i0.wp.com/miro.medium.com/v2/resize:fit:700/1*GsFRA_91_VibuBd2Hl_Keg.png?w=700&resize=700,500&ssl=1 "Hands-On LangChain for LLM Applications Development: Documents Splitting [Part 2]")
Hands-On LangChain for LLM Applications Development: Documents Splitting [Part 2]
Author(s): Youssef Hosni Originally published on Towards AI. Once you’ve loaded documents, you’ll often want to transform them to better suit your application. The simplest example is you may want to split a long document into smaller chunks that can fit into …
Frustrated by Creating Test Data?
Author(s): Renu Gehring Originally published on Towards AI. Generative AI to the rescuePhoto by Arif Riyanto on Unsplash I have recently been accepted as a writer for Towards AI, which is thrilling because the publication’s mission of “Making AI & ML accessible …
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 …
A Comprehensive Guide to Data-Driven Customer Lifecycle Management
Author(s): Saif Ali Kheraj Originally published on Towards AI. Figure 1: https://www.shutterstock.com/image-vector/4-stages-customer-life-cycle-mind-2304739019 From the standpoint of data strategy, the customer lifecycle is a critical topic in the field of targeted and precise marketing. Let’s take a closer look at how it works. …
Mastering GPT-4 Code Prompts With Guardrails and Custom Instructions
Author(s): John Loewen, PhD Originally published on Towards AI. The system prompts to minimize GPT-4 Python coding frustrationDall-E 2 image: An impressionist painting of AI as a blue cube holding on to a guard rail As a Com Sci prof, I have …
Basics of Foundation Models
Author(s): manish kumar Originally published on Towards AI. Generative AI is taking the world by storm. Everybody is talking about ChatGPT, BARD, and Large Language Models (LLMs). Every day, new research and new information flood our technical newsletter subscriptions and our favorite …
A Detailed Explanation of Mixtral 8x7B Model
Author(s): Florian Originally published on Towards AI. Including principles, diagrams, and code. Since the end of 2023, the Mixtral 8x7B[1] has become a highly popular model in the field of large language models. It has gained this popularity because it outperforms the …
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 …
GPT-4 Custom Instructions To Optimize Python Code Creation
Author(s): John Loewen, PhD Originally published on Towards AI. Python Plotly dashboard code in less than 10 minutesDall-E 2 image: impressionist painting of prompting GPT-4 As a comp sci professor, over the past 8 months, I have heavily integrated GPT-4 into my …
Popular posts
Updates
Recent Posts
