Kluges That Work: Turning Pattern Matchers into Logical Reasoners
Author(s): Tabrez Syed Originally published on Towards AI. Photo by Todd Quackenbush on Unsplash In his book “Kluge: The Haphazard Construction of the Human Mind,” Gary Marcus details how our brains have been shaped by evolution into a structure that is functional …
How Do 8 Smaller Models in GPT4 Work?
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. The secret “Model of Experts” is out; let's understand why GPT4 is so good! In recent years, deep learning models have been all the buzz. Every company is developing it. And …
Freezing Layers of a Deep Learning Model — the proper way
Author(s): Alexey Kravets Originally published on Towards AI. ADAM optimizer example in PyTorch Jason Mitrione on unsplash Introduction It is often useful to freeze some of the parameters for example when you are fine-tuning your model and want to freeze some layers …
ChatGPT is Old News: Here are 8 AI Tools that Will Transform Your Work
Author(s): Natassha Selvaraj Originally published on Towards AI. Image by Midjourney On November 30, 2022, OpenAI released ChatGPT, an AI chatbot capable of understanding natural language, writing code, and answering questions based on logic and reasoning. ChatGPT has over 100 million users …
The ChatGPT Code Interpreter Is Finally Open. How Exactly Does It Work? Here’s A Tutorial
Author(s): The Tech Insider Originally published on Towards AI. ChatGPT and Code Interpreter A few days ago, OpenAI announced that it was making the official plugin Code Interpreter available to all ChatGPT Plus users via a Beta panel in the settings within …
Meet LLM-AUGMENTER: Microsoft Research’s Architecture to Augment LLMs with Memory, Knowledge, and External Feedback
Author(s): Jesus Rodriguez Originally published on Towards AI. The new framework can serve as a reference to production-ready LLM solutions. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no …
How I Won at Italian Fantasy Football ⚽ Using Machine Learning
Author(s): Giuseppe Musicco Originally published on Towards AI. Image by Dall-E. How I Won at Italian Fantasy Football U+26BD Using Machine Learning Cracking the code of Fantacalcio through the power of AI As a mechanical engineer with a keen interest in programming …
GPT-4 Lost This Battle 449 to 28
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. After GDPR, Europe’s push for Safe and Transparent AI will change the LLM landscape significantly. Source: Stanford.edu We have enjoyed foundation models being developed left and right in the last 2–3 …
Google’s Deblur AI: Sharpify your Images
Author(s): Muhammad Arham Originally published on Towards AI. Say goodbye to blurry images. Google’s new technique unlocks the true potential of your phone’s camera. Image by Author Introduction In our ever-evolving digital age, where capturing and sharing moments through photography has become …
This AI newsletter is all you need #55
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we were excited to finally get to test Open AI’s Code Interpreter, a new capability of GPT-4 within ChatGPT. OpenAI was also …
Do LLMs Need All Those Layers to Achieve In-Context Learning?
Author(s): Jesus Rodriguez Originally published on Towards AI. A recent paper from Amazon Science sheds some light on one of the most important questions regarding LLs. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. …
Is Humanity on the Brink of an AI Eclipse?
Author(s): Cezary Gesikowski Originally published on Towards AI. The implications of artificial intelligence on our perception of consciousness “Sometimes it seems as though each new step towards AI, rather than producing something which everyone agrees is real intelligence, merely reveals what real …
I Showed ChatGPT Code Interpreter a Messy Dataset and the Desired Cleaned Version
Author(s): Soner Yıldırım Originally published on Towards AI. And sat down to watch how it got me the data I wanted. Photo by JESHOOTS.COM on Unsplash When I look at a raw and messy dataset, my first reaction usually is “I wish …
What Is Innateness and Does It Matter for Artificial Intelligence? (Part 2)
Author(s): Vincent Carchidi Originally published on Towards AI. Source: Wikimedia Commons licensed under the Creative Commons Attribution-Share Alike 4.0 International license. The question of innateness, in biology and artificial intelligence, is critical to the future of human-like AI. This two-part deep dive …
HuggingFace Transformers Tools and Agents: Hands-On
Author(s): Darya Petrashka Originally published on Towards AI. Learn more Transformers version v4.29.0, building on the concept of tools and agents, provides a natural language API on top of transformers. How to use them? Let’s dive into them having language learning as …
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