Llama 3 + Llama.cpp is the local AI Heaven
Author(s): Vatsal Saglani Originally published on Towards AI. Build a fully local (nano) DiagramGPT using Llama 3 8B and learn about inline function callingImage by ChatGPT This is the third time in three weeks that I’m writing about developing AI-powered or GenAI-powered …
How to Optimize Chunk Size for RAG in Production?
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. The chunk size can make or break the retrieval. Here is how to determine the best chunk size for your use case. Today, we will examine chunk-size optimization during the development of …
Building LLM Agents Using LangChain & OpenAI API
Author(s): Youssef Hosni Originally published on Towards AI. When we think about large language models (LLM), we often imagine them as super-smart databases filled with internet knowledge, ready to answer any question we throw at them. But the reality is that they …
Revolutionizing Autonomy: CNNs in Self-Driving Cars
Author(s): Cristian Rodríguez Originally published on Towards AI. Photo by Erik Mclean on Unsplash This article uses the convolutional neural network (CNN) approach to implement a self-driving car by predicting the steering wheel angle from input images of three front cameras in …
Mastering Causal Inference with Python: A Guide to Synthetic Control Groups
Author(s): Lukasz Szubelak Originally published on Towards AI. Photo by Isaac Smith on Unsplash One can feel intrigued when a newspaper like the Washington Post writes an article about the statistical method. Statistical modeling isn’t usually the most exciting topic. However, in …
Design a Multi-Layer Perceptron (MLP) Neural Network for Classification
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by Girl with red hat on Unsplash Overview This project solves a classification problem with a multilayer perceptron designed from the ground up. The model is used to predict if a customer is …
How To Talk to Your Computer With Python and OpenAI’s Whisper on Your Personal Machine
Author(s): Jake Manger Originally published on Towards AI. Speech-to-text with a neural network running locallyImage by Mark Anderson If you’ve watched the Iron Man movies, you’re well aware of the how helpful Jarvis can be. If not, think of an English Butler …
Creating a Smart Home AI Assistant
Author(s): Michael K Originally published on Towards AI. Source: Image generated by the author (using Adobe Generative AI) The hardware AI assistants recently released have been making splashes in the news which gave me a lot of inspiration around the concept of …
Stacking Ensemble Method for Brain Tumor Classification: Performance Analysis
Author(s): Cristian Rodríguez Originally published on Towards AI. Photo by National Cancer Institute on Unsplash This article delves into medical image analysis, specifically focusing on the classification of brain tumors. It introduces a novel approach that combines the power of stacking ensemble …
Unpacking Kolmogorov-Arnold Networks
Author(s): Shenggang Li Originally published on Towards AI. Edge-Based Activation: Exploring the Mathematical Foundations and Practical Implications of KANsPhoto by JJ Ying on Unsplash Researchers at MIT recently introduced a new neural network architecture called Kolmogorov-Arnold Networks (KANs). Unlike traditional neural networks …
How LLMs Know When to Stop Generating?
Author(s): Louis-François Bouchard Originally published on Towards AI. Understand how LLMs like GPT-4 decide when they have answered your question Originally published on louisbouchard.ai, read it 2 days before on my blog! A few days ago, I had a random thought: How …
Deepfake Technology: Another Double-Edged Sword in The World of AI
Author(s): Jennifer Wales Originally published on Towards AI. Deepfake holds immense potential to revolutionize every sector. However, its misuse can lead to serious consequences. Learn more about this incredible tool here. Deepfake refers to the type of fake media (pictures, videos, or …
The EU AI Act Is Here .. Here Are THREE Issues to Avoid!
Author(s): Taimur Ijlal Originally published on Towards AI. The New AI Law will be a game-changer. Here are some common issues you want to dodge. The EU AI Act is here, and the world of AI regulations will never be the same. …
Learn AI Together — Towards AI Community Newsletter #23
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! One of the major roadblocks for those diving into AI now is not knowing where to start. I tried to make that part easier with this GitHub Repository …
When More is More? When For an LLM is Enough?
Author(s): Salvatore Raieli Originally published on Towards AI. In-context length is the LLM’s secret weapon, but with long-context is all changingPhoto by Angely Acevedo on Unsplash It is better to know some of the questions than all of the answers. — James …
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