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 …
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 …
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 …
A Data Analysis Project — Adidas Sales Report.
Author(s): Kamireddy Mahendra Originally published on Towards AI. Data-driven insights are the new currency of business. — Martha Stewart. Image designed by author Kamireddy Mahendra. As a data analyst, we should present the insights from the given data to stakeholders who will …
Prompt Engineering Best Practices: Text Transforming & Translation
Author(s): Youssef Hosni Originally published on Towards AI. Prompt Engineering for Instruction-Tuned LLM Large language models excel at translation and text transformation, effortlessly converting input from one language to another or aiding in spelling and grammar corrections. They are adept at taking …
How to Save Money Using Large Models?
Author(s): Meng Li Originally published on Towards AI. Created by Meng Li Large models are really popular right now, but they can be quite expensive to use! However, I’ve found some cost-saving methods that I’d like to share with everyone. Firstly, we …
Semantic Caching in Generative AI Chatbots
Author(s): Marie Stephen Leo Originally published on Towards AI. Reduce LLM latency and cost by over 95% using OpenAI, LiteLLM, Qdrant, and Sentence Transformers!Image generated by Author using Dall E 3 Latency and costs are significant challenges with LLM-based chatbots today. The …
How I Organized a One-week University Course on Deep Learning
Author(s): Rodrigo da Motta C. Carvalho Originally published on Towards AI. A hot topic in Data Science is how to teach it. Therefore, if you are looking for ways to detangle this massive topic into clear fields, this article suits you as …
Building RAG Application using Gemma 7B LLM & Upstash Vector Database
Author(s): Youssef Hosni Originally published on Towards AI. Retrieval-Augmented Generation (RAG) is the concept of providing large language models (LLMs) with additional information from an external knowledge source. This allows them to generate more accurate and contextual answers while reducing hallucinations. In …
How to Use Machine Learning to Make Powerful UFC Fight Predictions
Author(s): Eivind Kjosbakken Originally published on Towards AI. This article teaches you how to approach and solve a data science project by examining the prediction of UFC fight outcomes. This article will feature how to make accurate classification predictions for the outcome …
Ethics in AI Made Easy: Value-Sensitive Design for Data Scientists
Author(s): Jelle Van Bost Originally published on Towards AI. Practical Strategies for Building Trustworthy AlgorithmsImage generated by the author on leonardo.ai — Commercial license Remember those jeans you swore fit two years ago? The ones you confidently squeezed in, only to experience …
How To Use RAG To Improve Your LLM’s Reasoning Skills
Author(s): ___ Originally published on Towards AI. Using Your Data To Build Reasoning Chains 🧠⛓️ Retrieval Augmented Generation (RAG) typically finds its place in enhancing document-based question answering (QnA), effectively leveraging extensive databases to provide contextually relevant information for Large Language Models …
Top Important LLM Papers for the Week from 26/02 to 03/03
Author(s): Youssef Hosni Originally published on Towards AI. 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 latest progress. This article summarizes some of the …