Build Industry-Specific LLMs Using Retrieval Augmented Generation

Organizations are in a race to adopt Large Language Models. Let’s dive into how you can build industry-specific LLMs Through RAG

How to (Actually) Change Someone’s Mind

How do you convince someone who, for one reason or another, doesn’t see eye-to-eye with you?

Comparing Analog and Digital SRAM In-Memory Computing Architectures (KU Leu

A technical paper titled “Benchmarking and modeling of analog and digital SRAM in-memory computing architectures” was published by researchers at KU Leuven. Abstract: “In-memory-computing is emerging as an efficient hardware paradigm for deep neural network accelerators at the…

The Secret History And Strange Future Of Charisma

How our culture, politics and technology became infused with a mysterious social phenomenon that everyone can feel but nobody can explain.

Photonic Chip Design Rethink Could Cut Data Center Energy Use

Leveraging novel photonic circuit designs, researchers hope to lower electricity consumption in data centers.

How to Create a Beautiful Particle Animation with HTML Canvas

Live Demo / Download -- In this tutorial, we will utilize the power of HTML canvas to...

Unbox the Cox: Intuitive Guide to Cox Regressions

How do hazards and maximum likelihood estimates predict event rankings?

Use LangChain’s Output Parser with ChatGPT for Structured Outputs

Explained with an example use case.

Understanding GPT tokenizers

Large language models such as GPT-3/4, LLaMA and PaLM work in terms of tokens. They take text, convert it into tokens (integers), then predict which tokens should come next. Playing …

208. Ultimate Guide to Platforms

Patterns and Practices in the Creation, Rise, and Fall of Platforms

How listening to uninterrupted noise helped millions to focus

False copyright claim briefly took Lofi Girl and her continuous music stream down.

A Deep Dive into Autoencoders and Their Relationship to PCA and SVD

An in-depth exploration of autoencoders and dimensionality reduction

The fear of being duped is ubiquitous, but excessive scepticism makes it ha

The fear of being duped is ubiquitous, but excessive scepticism makes it harder to trust one another and cooperate

Rails 7.0: Fulfilling a vision

This version of Rails has been years in the conceptual making. It’s the fulfillment of a vision to present a truly full-stack approach to web development that tackles both the front- and back-end challenges with equal vigor. An omakase menu that includes everything from the…

Free Full Stack LLM Bootcamp

Want to learn more about LLMs and build cool LLM-powered applications? This free Full Stack LLM Bootcamp is all you need!

The Instant Pot Failed Because It Was a Good Product

A one-hit wonder is never enough.

A Story of Pepper, the World’s Most Important and Underappreciated Spice

How Arabs, Malabarians and Portuguese shaped the world in search of the 'black gold'

Edge 300: Meet Falcon LLM: The Most Powerful Open Source LLM Released to Da

The model quickly top the Open LLM Leaderboard that ranks the performance of open source LLMs.

From “Heavy Purchasers” of Pregnancy Tests to the Depression-Prone: We Foun

A spreadsheet on ad platform Xandr’s website revealed a massive collection of “audience segments” used to target consumers based on highly specific, sometimes intimate information and inferences

How Can Platforms Deal with Toxic Content? Look to Wall Street

Social media has a content problem. It's not the content itself, although the list of toxic material is long. The problem is the sheer volume of content. Instead of trusting in self-regulation, the United States could use its regulation of Wall Street after 2008 as a roadmap for…

How to crawl a quarter billion webpages in 40 hours

How GPT works: A Metaphoric Explanation of Key, Value, Query in Attention,

GPT, explained simply, in a metaphor of potion.

Why You Need To Know About Autonomous AI Agents

A beginner's guide to understanding autonomous AI agents and their importance.

Machine Learning in a Non-Euclidean space

Chapter I. Why you should learn about non-Euclidean ML

Use Systemctl Status Command to Check Service Status

Learn how to check and understand the status of a systemd service using the systemctl command.

Extract Images from PDF: Download processed file(s)

The Secret Sauce behind 100K context window in LLMs: all tricks in one plac

tldr; techniques to speed up training and inference of LLMs to use large context window up to 100K input tokens during training and…

All You Need to Know to Build Your First LLM App

A step-by-step tutorial to document loaders, embeddings, vector stores and prompt templates

Creating Incredible Decision Tree Visualizations with dtreeviz

How to visualize decision tree models with this useful library

Observe.ai unveils 30-billion-parameter contact center LLM and a generative

The Observe.AI contact center LLM showed a 35% increase in accuracy compared to GPT-3.5 when automatically summarizing conversations.

Unsupervised Learning Series — Exploring Hierarchical Clustering

Let’s explore how hierarchical clustering works and how it builds clusters based on pairwise distances.

Plex

Training LLMs with AMD MI250 GPUs and MosaicML

With the release of PyTorch 2.0 and ROCm 5.4, we are excited to announce that LLM training works out of the box on AMD MI250 accelerators with zero code changes and at high performance!

KDnuggets News, June 28: 10 ChatGPT Plugins for Data Science Cheat Sheet •

10 ChatGPT Plugins for Data Science Cheat Sheet • Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis • 3 Ways to Access Claude AI for Free • What are Vector Databases and Why Are They Important for LLMs? • A Data Scientist’s Essential Guide to Exploratory Data…

Joins 13 Ways

Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorc

This article provides a series of techniques that can lower memory consumption in PyTorch (when training vision transformers and LLMs) by approximately 20x without sacrificing modeling performance and prediction accuracy.

Top 5 Gems for Implementing a Search Engine in a Rails App

Thanks to gems, it is easy to implement a search engine into Rails applications. Of course, you have to choose which gem to use. While there are countless options, four stand out as the best. You will be happy with any of these options.

Deploying Falcon-7B Into Production

Running Falcon-7B in the cloud as a microservice

How to Train Generative AI Using Your Company’s Data

Leveraging a company’s proprietary knowledge is critical to its ability to compete and innovate, especially in today’s volatile environment. Organizational innovation is fueled through effective and agile creation, management, application, recombination, and deployment of…

Shell Built-in Commands

In Linux, there are shell built-in commands which you are already using but never paid attention to. Learn more about them in this tutorial.

I Used ChatGPT (Every Day) for 5 Months. Here Are Some Hidden Gems That Wil

Transform your life with these ChatGPT’s hidden gems.

Anthropic releases Claude 2, its second-gen AI chatbot

Anthropic, the AI startup founded by ex-OpenAI execs, has released its newest chatbot, Claude 2. It's ostensibly improved in several ways.

A Gentle Introduction to Support Vector Machines

A guide to understanding support vector machines for classification: from theory to scikit-learn implementation.

Feature Transformations: A Tutorial on PCA and LDA

Reducing the dimension of a dataset using methods such as PCA

Google Launches AI-Powered Notes App Called NotebookLM

Google is launching its AI-backed note-taking tool to "a small group of users in the US," the company said in a blog post. Formerly referred to as Project Tailwind at Google I/O earlier this year, the new app is now known as NotebookLM (the LM stands for Language Model). The…

Uplift Modeling — A Data Scientist’s Guide to Optimizing a Credit Card Rene

Applying causal machine learning to trim the campaign target audience

An Introduction to Devise for Ruby on Rails

In part one of this series on Devise, we'll cover the basics of the Devise gem.

Meet LMQL: An Open Source Query Language for LLMs

Developed by ETH Zürich, the language explores new paradigms for LLM programming.

Ecosystem Graphs for Foundation Models

Chapter 16: Reusing Previous Computations

Chapter 16, Reusing Previous Computations, is now finished!