AI Policy Research That Matters β CAIDP Policy Clinic Review
Author(s): Cezary Gesikowski Originally published on Towards AI. Do you want to responsibly develop and deploy AI globally?image by the author via Midjourney Artificial Intelligence (AI) spans theories and activities from tagging datasets to contemplating the nature of consciousness β and everything …
Jerry Liu on Mastering AI: Unpacking RAG and the Future of Multimodal Models
Author(s): Louis Bouchard Originally published on Towards AI. The Whatβs AI podcast episode 25 with Jerry Liu: LlamaIndex CEO and co-founder In this insightful episode of the Whatβs AI podcast, we dive deep into RAG and LLMs with Jerry Liu, the co-founder …
Dense X Retrieval Technique in Langchain and LlamaIndex
Author(s): Eduardo MuΓ±oz Originally published on Towards AI. Picture by nadi borodina from Unsplash Introduction Last December, 12th 2.023, the research paper βDense X Retrieval: What Retrieval Granularity Should We Use?β[1] by Tong Chen, Hongwei Wang, Sihao Chen, Wenhao Yu, Kaixin Ma, …
Raw Data to Interactive Maps in the Blink of an Eye with GPT4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive UN population projection mapping with Python PlotlyDall-E 2 image: impressionist style painting of a global choropleth map with deep-blue oceans. ChatGPT is a terrific tool for generating data cleaning and visualization code …
What should I cook for dinner?
Author(s): Renu Gehring Originally published on Towards AI. Can recommender systems help? Photo by Malte Helmhold on Unsplash It is a weeknight, and the witching hour is approaching. Kids are hungry. You are in your kitchen, brainstorming what you should make for …
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 …
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