Pre-train, Prompt, and Predict — Part2
Author(s): Harshit Sharma Originally published on Towards AI. 2 step approach to Prompting (This is Part 2 of a multi-part series describing the prompting paradigm in NLP. The content is inspired by this paper (a survey paper explaining the prompting methods in …
Inside LangChain: The Open Source Large Language Model Framework Everyone is Talking About
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most popular new frameworks for building LLM applications. Top highlight Image Credit: LangChain I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning …
Automated Annotation of Protein Features Using Language Models
Author(s): LucianoSphere Originally published on Towards AI. At UniProt, ProtNLM is already assisting scientists by connecting protein sequences with descriptions of protein traits in the English language Figure by the author. Note PRTEIN SEQVENCE is not a typo but just reflects the …
Gen-1, the future of storytelling?
Author(s): Louis Bouchard Originally published on Towards AI. Turn mockups into videos automatically! Originally published on louisbouchard.ai, read it 2 days before on my blog! The company behind one of the most popular image generation models you certainly know, Stable Diffusion, is …
Demystifying AI for everyone: Part 2-NLP Vectorization
Author(s): Himanshu Joshi Originally published on Towards AI. In the age of ChatGPT, let’s learn the basics I have started this Demystifying AI for everyone series to explain the basic building blocks of NLP in layman's language. So that in the age …
GPT-4 Is Releasing Next Week
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Microsoft, I am ready to be disappointed; hit me! Exciting Guess what?! I write an article about GPT-4, and I am ready to be disappointed and then get to read an …
LLaMA by Meta leaked by an anonymous forum: Questions Arises on Meta
Author(s): Aditya Anil Originally published on Towards AI. How this leak by 4Chan poses a critical question about superintelligent models. Image generated via Stable Diffusion Only a few weeks ago Meta announced its new A.I. tool for AI researchers. And yesterday it …
When Should AI Be Used in Healthcare?
Author(s): Andrew Austin Originally published on Towards AI. The Ethical Challenges of AI with a focus on Healthcare This is part of a 10-part series about the Ethics and Governance of Artificial Intelligence for Health that the World Health Organization created. Andrew …
Predicting Stock Prices using ARIMA, Fourier Transforms, and Technical Indicators with Deep Learning: A Comprehensive Guide
Author(s): The AI Quant Originally published on Towards AI. Data Preparation In this article, we will explore the use of ARIMA and Fourier Transforms as features in a deep learning model for financial prediction. ARIMA (AutoRegressive Integrated Moving Average) is a widely …
Comprehensive Guide to Hampel Filter for Outlier Detection
Author(s): Louis Chan Originally published on Towards AI. Step by Step Walkthrough with S&P 500 Index Image by Midjourney; Edited by Author Disclaimer: This is a deep-dive tutorial of Hampel Filter. S&P 500 Index is just an example to demonstrate how to …
Generating Adversaries for CNNs: My Cat Is a Goldfish, so Don’t Tax It.
Author(s): Akhil Theerthala Originally published on Towards AI. Adversarial ML Discover how to fool CNNs with unexpected images, like a cat that’s actually a goldfish! Learn how to generate adversaries for convolutional neural networks (CNNs) with this informative article. AI has become …
March 2023 Tech Roundup: The Latest News and Innovation
Author(s): SPX Originally published on Towards AI. The beginning of March 2023 has witnessed a flurry of exciting news in the field of science and technology. Researchers and scientists from around the world have been hard at work, making discoveries and advancements …
AI Anyone Can Understand: Part 12 — Decision Trees
Author(s): Andrew Austin Originally published on Towards AI. Demystifying Decision Trees in Artificial Intelligence Image by Author Imagine you’re playing a game of “20 Questions” with your friend. Your friend thinks of an object, and you have to guess what it is …
In The Era of Artificial Generalized Intelligence (AGI), GPT-4: A Not-So-OpenAI
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Artificial Generalized Intelligence (AGI) is excellent n all, but what does it mean to all of us? Is it overall a good thing? Source: author via Canva Artificial Generalized Intelligence (AGI) …
Meet Alpaca: Stanford University’s Instruction-Following Language Model that Matches GPT-3.5 Performance
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is based on Meta AI’s LLaMA and remains significatively smaller than GPT-3.5. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
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