Explainable AI: Thinking Like a Machine
Author(s): Joseph George Lewis Originally published on Towards AI. Photo by Growtika on Unsplash Everyone knows AI is experiencing an explosion of media coverage, research, and public focus. It is also garnering massive popularity in organizations and enterprises, with every corner of …
Sliding Puzzle Game Genetic Algorithm Solver
Author(s): Mohamed Elamine Bentarzi Originally published on Towards AI. Photo by DIGITALE on Unsplash The sliding puzzle game solver is one of my favorite projects because it taught me about genetic algorithms. I wanted to argue with my teacher that it’s not …
The Mathematics and Foundations behind Spectral Clustering
Author(s): Jack Ka-Chun, Yu Originally published on Towards AI. Spectral clustering is a graph-theoretic clustering technique that utilizes the connectivity of data points to perform clustering and is a technique of unsupervised learning. There are 2 main types algorithms for clustering: Compactness …
Machine Learning in a non-Euclidean Space
Author(s): Mastafa Foufa Originally published on Towards AI. Chapter III. What examples of non-Euclidean ML should you remember?Photo by Greg Rosenke on Unsplash This post was co-authored with Aniss Medbouhi and is based on his research under Prof. Danica Kragic’s supervision, at …
Fine-tune Mixtral-8x7B Quantized with AQLM (2-bit) on Your GPU
Author(s): Benjamin Marie Originally published on Towards AI. A surprisingly good and efficient alternative to QLoRA for fine-tuning very large modelsGenerated with DALL-E Mixtral-8x7B is one of the best open LLMs. It is also very challenging to fine-tune it on consumer hardware. …
Top Important Computer Vision Papers for the Week from 04/03 to 10/03
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Unveiling the Magic Behind Stable Diffusion 3
Author(s): Ignacio de Gregorio Originally published on Towards AI. It’s not just another AI-image model This week Stability AI announced Stable Diffusion 3 (SD3), the next evolution of the most famous open-source model for image generation. It displays amazing results in fidelity …
The Design Shift: Building Applications in the Era of Large Language Models
Author(s): Jun Li Originally published on Towards AI. Photo by Martin Martz on Unsplash A new trend has recently reshaped our approach to building software applications: the rise of large language models (LLMs) and their integration into software development. LLMs are much …
The Most Common Errors in Deep Learning (Shape Errors)
Author(s): Fatma Elik Originally published on Towards AI. Photo by Siora Photography on Unsplash Shape errors occur when the shape of the input tensor does not match the expected shape for the tensor operation. These errors occur quite often when dealing with …
Learn AI Together — Towards AI Community Newsletter #16
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we curated some exciting discussions, opportunities, and resources from the community. Diving first into the current What’s AI series covering the impact of AI in today’s …
3 Ways to Learn Data Science and Get a Job in 2024
Author(s): Boris Meinardus Originally published on Towards AI. How do you best learn Data Science and then get a Job? How long does it take, and how much does it cost? What is data science??? There are so many questions you guys …
Two Case Studies on Midjourney’s Consistency in Character Imaging
Author(s): Meng Li Originally published on Towards AI. Created by Meng Li Hey friends, have you ever pondered this question? When you’re creating a movie or writing a novel, you always want the same character to appear in different scenes and backgrounds, …
How to use LLMs locally with ollama and Python
Author(s): Andrea D’Agostino Originally published on Towards AI. This article will walk you through using ollama, a command line tool that allows you to download, explore and use Large Language Models (LLM) on your local PC, whether Windows, Mac or Linux, with …
Streamline ML Workflow with MLflow️ — Part I
Author(s): ronilpatil Originally published on Towards AI. PoA — Experiment Tracking U+1F504 U+007C Model Registry U+1F3F7️ U+007C Model Serving U+1F680 Photo by 夜 咔罗 on Unsplash Hi folks, In this blog I’ll explain “How can we leverage MLflow to track the machine …
How will AI impact Healthcare?
Author(s): Louis-François Bouchard Originally published on Towards AI. What will the future of healthcare look like? Originally published on louisbouchard.ai, read it 2 days before on my blog! Imagine taking a pill no one else can take, guaranteeing good health only for …