Mixtral-8x7B + GPT-3 + LLAMA2 70B = The Winner
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. While everyoneβs focused on the release of Google Gemini quietly in thebackground Mixtral-8 x 7 Billion releases their open-source model. So, In this Article, weβre diving into some of the latest AI developments …
OpenAI GPTs: 9 Problems That Make Them NO-GO For Businesses
Author(s): Alden Do Rosario Originally published on Towards AI. With the recent announcement from OpenAI about building your own GPTs, anyone with a $20 ChatGPT Plus subscription can now create their own GPTs. Everyone is rushing in to create their own personal …
Inside FunSearch: Google DeepMindβs New LLM that is Able to Discover New Math and Computer Science Algorithms
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Off the Mark: The Pitfalls of Metrics Gaming in AI Progress Races
Author(s): Tabrez Syed Originally published on Towards AI. One of my favorite cautionary tales of misaligned incentives is the urban legend of the Soviet nail factory. As the story goes, during a nail shortage in Leninβs time, Soviet factories were given bonuses …
Hands-On LangChain for LLM Applications Development: Documents Loading
Author(s): Youssef Hosni Originally published on Towards AI. In order to create an application where you can chat with your data, you first have to load your data into a format where it can be worked with. Thatβs where LangChain document loaders …
Zero-Shot Text Classification Experience with HuggingFace
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. Credits to Stable Diffusion XL from you.com After my previous article, where I embarked on the journey into the Zero-Shot Text Classification task with Scikit-LLM library, leveraging the experience gained from GPT family …
GNoMe, An AI that Advances Humanity by 800 Years
Author(s): Ignacio de Gregorio Originally published on Towards AI. Scaling Material Discovery with AI Top highlight Rarely us humans witness a technology that pushes our knowledge boundaries by months, or even years. Some would argue that ChatGPT has brought to us things …
Thinking Fast and Slow: Statistical Variability with Python and GPT4
Author(s): John Loewen, PhD Originally published on Towards AI. A Python and GPT-4 guided tour to decoding data variabilityDall-E image β impressionist painting of a dashboard with maps and charts We tend to simplify things quickly, but we can also think slowly …
GenAI Made It Easy To Build a Chatbot for My Website
Author(s): Shreepada Rao Originally published on Towards AI. Using PyTorch and GPT2 model with embedded Python codeA futuristic, interactive chatbot interface on a website. This visualization captures the concept of a chatbot integrated into a modern website design, highlighting its advanced natural …
Flash Attention: Underlying Principles Explained
Author(s): Florian Originally published on Towards AI. Flash Attention is an efficient and precise Transformer model acceleration technique proposed in 2022. By perceiving memory read and write operations, FlashAttention achieves a running speed 2β4 times faster than the standard Attention implemented in …
A Laymanβs Guide to Whether AI Could Really Kill Us All
Author(s): Chandrayan Gupta Originally published on Towards AI. Are reports of the demise of humankind greatly exaggerated?Photo courtesy of the author I have a dual degree in law and business management and my areas of speciality are mental health, writing tips, self-improvement, …
Advanced RAG Techniques: an Illustrated Overview
Author(s): IVAN ILIN Originally published on Towards AI. Top highlight Groningen, Martinitoren, where the article was composed in the peace of the Noorderplatsoen A comprehensive study of the advanced retrieval augmented generation techniques and algorithms, systemising various approaches. The article comes with …
Letβs explore transfer learningβ¦
Author(s): Tejasri Masina Originally published on Towards AI. Letβs approach this using some simple questions. What is transfer learning? Why is it used, and what are its benefits? Example for this Transfer Learning Models? What is Transfer Learning? There are many definitions …
How to Build Your First Semantic Search System: My Step-by-Step Guide with Code
Author(s): Sonam G. Originally published on Towards AI. How to Build Your First Semantic Search System: My Step-by-Step Guide with Code In the vast expanse of todayβs data-driven world, finding specific information can be like searching for a needle in a haystack. …
6 Proven Tips to Make Your ML Application Stand Out
Author(s): Boris Meinardus Originally published on Towards AI. For every level of Machine Learning student! The thought of how to stand out on your Machine Learning application can be scary if you donβt know what to work on or even what you …
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