The Generative AI Landscape, v2

— AI Breakfast (@AiBreakfast)

A New Chat Bot Is a ‘Code Red’ for Google’s Search Business (Published 2022)

A new wave of chat bots like ChatGPT use artificial intelligence that could reinvent or even replace the traditional internet search engine.

ChatGPT and the Imagenet moment — Benedict Evans

The wave of enthusiasm around generative networks feels like another Imagenet moment - a step change in what ‘AI’ can do that could generalise far beyond the cool demos. What can it create, and where are the humans in the loop?

2212.03551.pdf

Everything I understand about chatgpt

Everything I understand about chatgpt · GitHub

DeepMind Created An AI Tool That Can Help Generate Rough Film and Stage Scr

Alphabet's DeepMind has built an AI tool that can help generate rough film and stage scripts Engadget's Kris Holt reports: Dramatron is a so-called "co-writing" tool that can generate character descriptions, plot points, location descriptions and dialogue. The idea is that human…

ChatGPT

A conversational AI system that listens, learns, and challenges

OpenAI ChatGPT is an anthropomorphic AI chatbot with a memory, and people a

The OpenAI ChatGPT chatbot was just released and is already quite popular. Say hello to the newest chatbot with one

AI Homework – Stratechery by Ben Thompson

The first obvious casualty of large language models is homework: the real training for everyone, though, and the best way to leverage AI, will be in verifying and editing information.

The speakeasy economy of WeChat

We chat, we buy, we sell.

Generating Children's Stories Using GPT-3 and DALL·E

We used GPT-3 and DALL·E to generate a children's storybook about Ash and Pikachu vs. Team Rocket. Read the story and marvel at the AI-generated visuals!

One-liner for running queries against CSV files with SQLite | Simon Williso

I figured out how to run a SQL query directly against a CSV file using the sqlite3 command-line utility:

AI Virtual Assistant Technology Guide 2022

They can help you get an appointment or order a pizza, find the best ticket deals and bring your...

RocketChat/Rocket.Chat: The communications platform that puts data protection first.

The communications platform that puts data protection first. - RocketChat/Rocket.Chat

GPT-4 Will Have 100 Trillion Parameters — 500x the Size of GPT-3 | by Alber

Are there any limits to large neural networks?

Midjourney opens website to all users offering 25 free AI image generation

It comes as Midjourney faces increasing competition from the likes of Elon Musk's xAI and it Grok 2 and Ideogram 2.

Wu Dao 2.0: A Monster of 1.75 Trillion Parameters | by Alberto Romero | Med

BAAI conference presented Wu Dao 2.0. The most powerful AI to date.

Understanding Transformers, the machine learning model behind GPT-3

How this novel neural network architecture changes the way we analyze complex data types, and powers revolutionary models like GPT-3 and BERT.

Language models like GPT-3 could herald a new type of search engine

The way we search online hasn’t changed in decades. A new idea from Google researchers could make it more like talking to a human expert

Deploy an NLP pipeline. Flask Heroku Bert.

A simple quick solution for deploying an NLP project and challenges you may faced during the process.

OpenAI’s text-generating system GPT-3 is now spewing out 4.5 billion words

Text-generation is the next big thing in AI.

Resource Round-Up: Causal Inference | Emily Riederer

Free books, lectures, blogs, papers, and more for a causal inference crash course

GPT-3: We’re at the very beginning of a new app ecosystem

The NLP application ecosystem is in its earliest stages, and it's not yet clear whether GPT-3 or a different model will be the foundation.

A Beginner’s Guide to Use BERT for the First Time

From predicting single sentence to fine-tuning using custom dataset to finding the best hyperparameter configuration.

A version of the BERT language model that’s 20 times as fast

Determining the optimal architectural parameters reduces network size by 84% while improving performance on natural-language-understanding tasks.

GPT-3, transformers and the wild world of NLP

A review of 20+ deep learning NLP models and how to use them well

AI devs created a lean, mean, GPT-3-beating machine that uses 99.9% fewer p

AI researchers from the Ludwig Maximilian University (LMU) of Munich have developed a bite-sized text generator capable of besting OpenAI’s state of the art GPT-3 using only a tiny fraction of its parameters. GPT-3 is a monster of an AI sys

AI Democratization in the Era of GPT-3

What does Microsoft getting an "exclusive license" to GPT-3 mean for the future of AI democratization?

NLP — BERT & Transformer - Jonathan Hui - Medium

Google published an article “Understanding searches better than ever before” and positioned BERT as one of the most important updates to…

google-research/bert: TensorFlow code and pre-trained models for BERT

TensorFlow code and pre-trained models for BERT.

The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – J

Discussions: Hacker News (98 points, 19 comments), Reddit r/MachineLearning (164 points, 20 comments) Translations: Chinese (Simplified), French 1, French 2, Japanese, Korean, Persian, Russian, Spanish 2021 Update: I created this brief and highly accessible video intro to BERT…

Jay Alammar – Visualizing machine learning one concept at a time

Visualizing machine learning one concept at a time.

Vincent Boucher on LinkedIn: #transformer #bert #nlp

Pre-training SmallBERTa - A tiny model to train on a tiny dataset An end to end colab notebook that allows you to train your own LM (using HuggingFace…

Lit BERT: NLP Transfer Learning In 3 Steps - Towards Data Science

In this tutorial we learn to quickly train Huggingface BERT using PyTorch Lightning for transfer learning on any NLP task

Research Guide: Model Distillation Techniques for Deep Learning

Knowledge distillation is a model compression technique whereby a small network (student) is taught by a larger trained neural network (teacher). The smaller network is trained to behave like the large neural network. This enables the deployment of such models… Continue reading…

Generative Deep Learning [Book]

Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With … - Selection from Generative Deep Learning [Book]

BERT Explained: A Complete Guide with Theory and Tutorial

Unless you have been out of touch with the Deep Learning world, chances are that you have heard about BERT — it has been the talk of the town for the last one year. At the end of 2018 researchers …

Deconstructing BERT: Distilling 6 Patterns from 100 Million Parameters

From BERT’s tangled web of attention, some intuitive patterns emerge.

How to set up world-class continuous deployment using free hosted tools

I’m going to describe a way to put together a world-class continuous deployment infrastructure for your side-project without spending any money. With continuous deployment every code commit is tested against …

ML beyond Curve Fitting: An Intro to Causal Inference and do-Calculus

Since writing this post back in 2018, I have extended this to a 4-part series on causal inference: * ➡️️ Part 1: Intro to causal inference and do-calculus [https://www.inference.vc/untitled] * Part 2: Illustrating Interventions with a Toy Example…

FlashSigmoid: A Hardware-Aware and Memory-Efficient Implementation of Sigmoid Attention Yielding a 1

Large Language Models (LLMs) have gained significant prominence in modern machine learning, largely due to the attention mechanism. This mechanism employs a sequence-to-sequence mapping to construct context-aware token representations. Traditionally, attention relies on the…

Top 9 Different Types of Retrieval-Augmented Generation (RAGs)

Retrieval-Augmented Generation (RAG) is a machine learning framework that combines the advantages of both retrieval-based and generation-based models. The RAG framework is highly regarded for its ability to handle large amounts of information and produce coherent, contextually…

Graphiti: A Python Library for Building Temporal Knowledge Graphs Using LLMs

The challenge of managing and recalling facts from complex, evolving conversations is a key problem for many AI-driven applications. As information grows and changes over time, maintaining accurate context becomes increasingly difficult. Current systems often struggle to handle…

Building a Simple RAG Application Using LlamaIndex - MachineLearningMastery.com

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Using LLMs for Automated Data Categorization in Google Sheets

This post unveils a well-kept secret unknown to many: using externally hosted Large Language Models (LLMs) in Google Sheets to perform NLP tasks on text

By default, the script uses the "facebook/bart-large-mnli", a BART model trained for multi-class text classification

paste the token in your script, replacing the ‘ <YOUR HUGGINGFACE API KEY> ‘ part with your token, save the script, and go back to Google Sheets to start playing!

SearchGPT: What you need to know about OpenAI’s search engine

Unpack the key features and marketing insights of SearchGPT, OpenAI’s innovative search tool and its potential to rival Google’s dominance.

NirDiamant/Prompt_Engineering

This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essen...

A Word Please: Coffee-shop prompt stirs ChatGPT to brew up bland copy

A comparison between a report written by a human and one composed by AI reveals the weaknesses of the latter when it comes to journalism.

Building a RAG Chatbot GUI with the ChatGPT API and PyMuPDF

The Artifex blog covers the latest news and updates regarding Ghostscript, MuPDF, and SmartOffice. Subjects cover PDF and Postscript, open source, office productivity, new releases, and upcoming events.

LlamaIndex : LlamaIndex