Learn AI Together — Towards AI Community Newsletter #4
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! In this issue, we share a new video for our course video series with Activeloop on enhancing the Large Language Model (LLM) performance. This video shows various …
Microsoft’s Unveils Orca2, Creating the First Cautious Reasoner LLM
Author(s): Ignacio de Gregorio Originally published on Towards AI. A Reasoning breakthrough As we discussed the previous week, Small Language Models (SLMs) are all the rage right now. Also, Microsoft launched the new version of their SLM crown jewel, Orca2, creating a …
‘You are an Expert’ Isn’t the Magical AI Prompt You Think It Is
Author(s): David Leibowitz Originally published on Towards AI. Top highlight Forget the AI gimmicks; use these ChatGPT prompts instead Conjuring expertise with ChatGPT goes beyond calling it an ‘expert’, Credit: David Leibowitz via DALL-E If you could conjure up marketing genius with …
Top Important LLM Papers for the Week from 27/11 to 03/12
Author(s): Youssef Hosni Originally published on Towards AI. Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the latest progress. This article summarizes some of the …
Data Visuals Gone Bad: Avoiding Common GPT-4 Prompting Pitfalls
Author(s): John Loewen, PhD Originally published on Towards AI. GPT-4 prompting tips for best-practices data visualizationsDall-E 2 image: impressionist painting of a person sitting at a computer visualizing data ChatGPT has greatly simplified the process for analyzing and visualizing datasets. With the …
Top Important Computer Vision Papers for the Week from 27/11 to 03/12
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Revolutionising Machine Learning: Achieving Top 4% in Kaggle with AutoGluon in Just 7 Lines of Code
Author(s): Daniel Voyce Originally published on Towards AI. Autogluon Forecasting Since starting a new Data Engineering role at Slalom _build, I realized I needed to refresh my ML experience as it was a couple of years out of date. A couple of …
Originality on Trial: AI’s Challenge to Creative Ownership
Author(s): Pranath Fernando | AI Consultant Originally published on Towards AI. Do you feel outraged over AI stealing artist’s work? Or could this be a tragic misunderstanding?Photo by Chris Sansbury on Unsplash How would you feel if someone stole something really valuable …
This AI newsletter is all you need #76
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we were focused on significant AI developments beyond the realm of transformers and large language models (LLMs). While the recent momentum of …
Comperhisve Introduction to Artificial General Intelligence (AGI)
Author(s): Youssef Hosni Originally published on Towards AI. The Quest for Human-Level AI: An Overview of Artificial General Intelligence Artificial General Intelligence (AGI) is one of the hottest topics in the AI community nowadays, especially after the recent OpenAI leadership shakeup, which …
Reversing Time: Diffusion Models and Stochastic Differential Equations
Author(s): Son Cain Originally published on Towards AI. In the beginning, there was chaos…AI-generated image with Freepik Diffusion models allow us to reverse time. Yes, time. But I am getting ahead of myself … In the previous two articles, we discussed two …
Brent Crude Oil Price Forecasting using GRU.
Author(s): Rakesh M K Originally published on Towards AI. Credits: Bing Image Creator Table of Contents Introduction Seasonality and Trend About Data Boxplot and Anomalies GRU (Gated Recurrent Unit) Data Preparation GRU Model and Training Prediction of test data Prediction on real …
GenAI’s products: Move fast and fail
Author(s): Lan Chu Originally published on Towards AI. Building a cool and fancy demo is easy, building a final product is not. Top highlight Breaking Bad. In Autumn 2022, I was working on a cool project. Yes, you guessed it — finetuning …
6 Free Practical LLMs Notebooks to Get Your Hands Started with LLM Applications
Author(s): Youssef Hosni Originally published on Towards AI. Embark on an exhilarating journey into the limitless possibilities of Large Language Models (LLMs) with this article, offering an exclusive lineup of six free and hands-on notebooks. Dive into the fascinating universe of LLM …
Run Local LLM Inference10x Faster (244 TOK/s): PyTorch II
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. There are many ways to run, here is a quick overview TLDR: The Pytorch team came up with a way of optimizing purely by building ground-up optimizations below Torch.compile: A compiler …
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