The Future of OpenAIβs GPTs β 2024 SWOT Analysis
Author(s): Cezary Gesikowski Originally published on Towards AI. Navigating the Fast-Evolving Landscape of Generative AI Top highlight image by the author via Midjourney + Photoshop Things move pretty fast in the world of artificial intelligence, and at the moment, OpenAIβs ChatGPT and …
In-depth Handling/Imputation Techniques of Missing Values in Feature Transformation
Author(s): Amit Chauhan Originally published on Towards AI. Data imputation for machine learning and data science projectPhoto by Emile Perron on Unsplash As we know, machine learning algorithms are not very good with missing data. Part of feature engineering is transforming the …
Learn AI Together β 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 …
Microsoftβs 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 …
βYou are an Expertβ Isnβt 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 βexpertβ, Credit: David Leibowitz via DALL-E If you could conjure up marketing genius with …
Originality on Trial: AIβs Challenge to Creative Ownership
Author(s): Pranath Fernando | AI Consultant Originally published on Towards AI. Do you feel outraged over AI stealing artistβs 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 …
Reversing Time: Diffusion Models and Stochastic Differential Equations
Author(s): Son Cain Originally published on Towards AI. In the beginning, there was chaosβ¦AI-generated image with Freepik Diffusion models allow us to reverse time. Yes, time. But I am getting ahead of myself β¦ In the previous two articles, we discussed two …
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 …
The Quest for Artificial General Intelligence (AGI): When AI Achieves Superpowers
Author(s): Nick Minaie, PhD Originally published on Towards AI. The field of Artificial intelligence has seen tremendous progress over the past decade, yet achieving human-level intelligence remains the ultimate goal of many researchers. In this article, I will provide an overview of …
Coupling Four AI Models to Deliver the Ultimate Experience in Immersive Visualization and Modeling
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. Read on about how this new free app called HandMol achieves immersive, collaborative visualization and modeling of molecular structures by integrating 6 modern computer technologies -all in the web and multi-deviceHandMol integrates …
Pandas cut vs. qcut Explained Clearly (Finally)
Author(s): Bex T. Originally published on Towards AI. How to customarily bin data in PandasPhoto by Karan Bhatia on Unsplash βWhat the heck is this?β That is the reaction beginners often get when they look at the output of some hard pandas …
Learn AI Together β Towards AI Community Newsletter #3
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Iβm thrilled to share this weekβs podcast episode, where I chat with Ken Jee, a famous AI persona in the field. Kenβs journey in data science is super …
The Largest LLM Benchmarking Suite: MEGAVERSE
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Now, Benchmarking extends over 81 languages and even 2 multimodal datasets A quick review of the research published by Microsoftβs Sunayana Sitaram. As the LLMs become more advanced and more comprehensive, …
Sculpting Art from Chaos: Diffusion Models β SMLDs
Author(s): Son Cain Originally published on Towards AI. Imagination creates realityβ¦Generated image from Stable Diffusion In the previous article, we covered the general structure of diffusion models as well as a very popular category, Denoising Diffusion Probabilistic Models (DDPMs). Now, we will …