Quantization in Machine Learning and Large Language Models
Author(s): ANSHUL SHIVHARE Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Quantization is a powerful technique in machine learning aimed at reducing the computational and memory requirements of models. This makes them highly …
PyTorch vs PyTorch Lightning: A Practical Exploration
Author(s): Talha Nazar Originally published on Towards AI. Comparison Between PyTorch and PyTorch Lightning (Image by Author) PyTorch has become a household name among developers and researchers in the ever-evolving world of deep learning. Its dynamic computational graph, flexibility, and extensive community …
Organise Photo Dumps With AI: Face Recognition & Reverse Image Search
Author(s): Tapan Babbar Originally published on Towards AI. Source: Giphy Have you ever been handed a party photo dump so massive that scrolling through it feels like running an endless marathon of blurry dance moves, awkward smiles, and random shoes? It leaves …
OpenAI’s O3: A New Frontier in AI Reasoning Models
Author(s): Naveen Krishnan Originally published on Towards AI. OpenAI’s O3: A New Frontier in AI Reasoning Models Image Source: 12 Days of OpenAI | OpenAI The world of AI continues to evolve at an astonishing pace, and OpenAI’s latest announcement has left …
Mastering LLM-Based AI Agents
Author(s): Saleh Alkhalifa Originally published on Towards AI. Developing and Deploying Intelligent Python Agents for Practical Real-World Scenarios This member-only story is on us. Upgrade to access all of Medium. Source: Image by the author. Artificial Intelligence (AI) continues to advance at …
Let’s Build a RAG Agent Using Phi-Data in Just 20 Lines of Code — Open Source & Local! 🚀
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Thomas Jensen on Unsplash As we wrap up 2024, let’s celebrate the power of AI with one last project for …
Learning Transformers: Code, Concepts, and Impact
Author(s): Aditya Kumar Manethia Originally published on Towards AI. Photo by Taton Moïse on Unsplash Introduction The paper “Attention is All You Need” (Vaswani et al.,2017) introduced the Transformer architecture, a model that revolutionized NLP by completely discarding the standard Recurrent Neural …
Key Performance Indicators (KPIs) in Machine Learning
Author(s): Mirko Peters Originally published on Towards AI. Key Performance Indicators (KPIs) in Machine Learning Source: Mirko Peters with Napkin — KPIs in Machine Learning Understanding KPIs: Definition and Importance In the dynamic world of machine learning, Key Performance Indicators (KPIs) are …
Is AI Worth the Cost? ROI Insights for CEOs Targeting 2025 Growth
Author(s): Konstantin Babenko Originally published on Towards AI. Source: Image by ImageFlow on Shutterstock 74% of companies fail at AI ROI — discover what you can do to drive real results. According to a current NTT Data digital business survey, nearly all …
Introducing ReACT LLM Agents: A Secret to More Capable AI
Author(s): Krishan Walia Originally published on Towards AI. An introduction to ReACT LLM Agents and why they have the potential to make AI more capable in an intuitive and beginner-friendly way. This member-only story is on us. Upgrade to access all of …
Introducing AppGen from Groq
Author(s): Thomas Reid Originally published on Towards AI. A great new, free tool to code and distribute micro-apps to users This member-only story is on us. Upgrade to access all of Medium. Groq, the speedy LLM inference provider, has recently announced their …
Inside Deliberative Alignment: One of the Methods Poweing GPT-o3
Author(s): Jesus Rodriguez Originally published on Towards AI. Inside Deliberative Alignment: One of the Methods Poweing GPT-o3 Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, …
Inference Wars: Agentic Flows vs Large Content Windows
Author(s): Claudio Mazzoni Originally published on Towards AI. Generated by author via DALLe. The two schools of thought are battling it out, and the outcome will define how we interact with AI for years to come. One hundred years ago, Thomas Edison …
Image Inference through Multi-Modal LLM Models
Author(s): Chinmay Bhalerao Originally published on Towards AI. This blog explores the capabilities of multi-modal models in image inference, highlighting their ability to integrate visual and textual information for improved analysis This member-only story is on us. Upgrade to access all of …
I Built an Interactive Decision Tree Plotter — This Is What I Learned
Author(s): Frederik Holtel Originally published on Towards AI. Source: bugphai on www.istockphotos.com When I learned about decision trees for the first time, I thought that it would be very useful to have a simple plotting tool to play around with and develop …
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