Learn Anything with AI and the Feynman Technique
Author(s): Hesam Sheikh Originally published on Towards AI. study any concept in four easy steps, by applying AI and a Noble Prize winner approachImage created by GPT-4o. When was the last time you stumbled upon a difficult subject to learn? Or when …
But What Is Inside an AI Accelerator?
Author(s): Aditya Mohan Originally published on Towards AI. Photo by Google DeepMind on Unsplash Heterogeneous computing refers to machines with more than one βkindβ of computing βcoreβ. The computing cores can be CPUs, GPUs, TPUs, and many other accelerators that are being …
HumanPlus: Robots That Imitate You
Author(s): Ignacio de Gregorio Originally published on Towards AI. Is Shadowing the Real Unlocker?Generated by author using GPT-4o A team of Stanford researchers has proposed a full-stack method for robotics training called HumanPlus. In this method, robots learn by imitating us directly …
Inside 4M-21: Apple Small Model that Works Across 21 Modalities
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 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Langchain + Graph RAG + GPT-4o Python Project: Easy AI/Chat for your Website
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. This is Graph and I have a super quick tutorial showing how to create a fully local chatbot with Langchain, Graph RAG and GPT-4o to make a powerful Agent Chatbot for your business …
AdaBoost Explained From Its Original Paper
Author(s): Christian Guerra Originally published on Towards AI. This publication is meant to show a very popular ML algorithm in complete detail, how it works, the math behind it, how to execute it in Python and an explanation of the proofs of …
Transformers & DSPy: The Perfect Combo to Start with LLMs
Author(s): Rafael Guedes Originally published on Towards AI. A theoretical overview of the Transformer architecture, the novel concepts of LLaMA 3, Gemma, and Mixtral, and how to use these LLMs with DSPy Who has never used ChatGPT? Probably every single one of …
Metaβs Chameleon, RAG with Autoencoder-Transformed Embeddings, and more #30
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week we are diving into some interesting discussions on transformers, BERT, and RAG, along with some interesting collaboration opportunities for building a bot, a productivity app, and …
KAN (Kolmogorov-Arnold Networks): A Starter Guide 🐣
Author(s): JAIGANESAN Originally published on Towards AI. KAN (Kolmogorov-Arnold Networks): A Starter Guide 🐣 Image by Alban Gogh from Pixabay I want to start with a question that has been on my mind lately. Is the AI community genuinely expecting a groundbreaking …
Top Important LLMs Papers for the Week from 24/06 to 30/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research 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 …
![BERT HuggingFace Model Deployment using Kubernetes [ Github Repo] β 03/07/2024](https://i3.wp.com/miro.medium.com/v2/resize:fit:700/0*-UQqO5LLZBNrCtW-.png?w=700&resize=700,251&ssl=1 "BERT HuggingFace Model Deployment using Kubernetes [ Github Repo] β 03/07/2024")
BERT HuggingFace Model Deployment using Kubernetes [ Github Repo] β 03/07/2024
Author(s): Vaibhawkhemka Originally published on Towards AI. Source: Image by Author Github Repo : https://github.com/vaibhawkhemka/ML-Umbrella/tree/main/MLops/Model_Deployment/Bert_Kubernetes_deployment Source: Image by Author Motivation: Model development is useless if you donβt deploy it to production, which comes with a lot of issues of scalability and portability. …
![Named Entity Recognition in Ecommerce Industry β Custom model [Github Repo] β 03/07/24](https://i1.wp.com/miro.medium.com/v2/resize:fit:700/0*hQ4DJQL7UPQp5kKZ.png?w=700&resize=700,350&ssl=1 "Named Entity Recognition in Ecommerce Industry β Custom model [Github Repo] β 03/07/24")
Named Entity Recognition in Ecommerce Industry β Custom model [Github Repo] β 03/07/24
Author(s): Vaibhawkhemka Originally published on Towards AI. Source: Image by Author Github Repo: https://github.com/vaibhawkhemka/ML-Umbrella/tree/main/NLP/Product-Categorization Source: Image by Author Motivation From e-commerce to Customer support, all businesses require some kind of NER model to process huge amounts of texts from users. To automate …
Stable Face-Mask Detection Using Adapted Eye Cascader
Author(s): Jan Werth Originally published on Towards AI. Photo by Victor Freitas on Unsplash Table of content Introduction Prerequisite Eye Detection via Cascaders– Cascaders– Scalefactor and Min_Neighbour Find Matching eye-pairs– Matching eyes step by step with code– Less than three eyes– Draw …
Top Important Computer Vision Papers for the Week from 24/06 to 30/06
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
A Generalized Machine Learning Framework for Time Series Forecasting
Author(s): Shenggang Li Originally published on Towards AI. Adapting Diverse Models to Transform Transactional Data for Predictive AccuracyPhoto by Elena Mozhvilo on Unsplash Time series forecasting is fundamental to predictive modeling, drawing significant interest from data scientists. Its applications range from supply …
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