Inside rStar-Math, a Technique that Makes Small Models Math GPT-o1 in Math Reasoning
Author(s): Jesus Rodriguez Originally published on Towards AI. Inside rStar-Math, a Technique that Makes Small Models Math GPT-o1 in Math Reasoning Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning …
Multi-Class Classification VS Multi-Label Classification
Author(s): Harshit Dawar Originally published on Towards AI. This blog aims to clearly distinguish the two most simultaneously used terminologies, yet very different from each other: “Multi-Label Classification” & “Multi-Class Classification!” This member-only story is on us. Upgrade to access all of …
Integrating Apache Beam SDK Harness as Sidecars: A Proven Architecture with Codebase
Author(s): Mahmudur R Manna Originally published on Towards AI. Deploying Python Jobs on Flink Servers in Kubernetes with MinIOSource: Image by Author using AI This member-only story is on us. Upgrade to access all of Medium. Link for Non-Members: Running Apache Beam …
Data Scientists, Don’t Overlook log1p
Author(s): Suraj Jha Originally published on Towards AI. Master Smoother Transformations and Tame Exponential Data Like a Pro This member-only story is on us. Upgrade to access all of Medium. Image By Author Data Scaling is one of the crucial steps for …
The Rise Of Reasoner Models: Scaling Test-Time Compute
Author(s): Roger Oriol Originally published on Towards AI. Le Penseur (1904) in the Musée Rodin in Paris. Picture by CrisNYCa — Wikipedia. Introduction A new kind of LLM has recently been popping out everywhere: Reasoner models. Kickstarted by OpenAI’s o1 and o3, …
This LLM-Based Recommendation System is Insane
Author(s): Ashu Jain Originally published on Towards AI. What Makes Walmart’s TMF Breakthrough a Must-Know Innovation This member-only story is on us. Upgrade to access all of Medium. Source: Lexica Art Triple Modality Fusion (TMF) is a state-of-the-art technology that fuses visual, …
Hierarchical-Graph RAG for Medical Research
Author(s): Michael Shapiro MD MSc Originally published on Towards AI. Leveraging hierarchical graph structures for effective retrieval This member-only story is on us. Upgrade to access all of Medium. In a previous article, I demonstrated how a basic Retrieval-Augmented Generation (RAG) model …
A Beginner’s Guide to CUDA Programming
Author(s): Aditya Kumar Manethia Originally published on Towards AI. Photo by Catherine Heath on Unsplash Introduction In this blog, we’ll explore the basics of CUDA programming, understand how GPUs differ from CPUs, and learn how CUDA enables us to unlock the full …
Building Graph RAG for structured and unstructured data.
Author(s): Sreeram A S K Originally published on Towards AI. RAG architecture is, by far, the most adapted and sophisticated solution for missing contextualisation of LLM’s. With no overhead of fine tuning, to a huge extent problems concerning the usage of LLM’s …
Should You Be Using Agentic AI?
Author(s): Marc Matterson Originally published on Towards AI. Move over RAG, a new AI trend is about to take 2025 by storm. This member-only story is on us. Upgrade to access all of Medium. Image artificially generated using Grok 2. Since the …
Bringing AI To Edge Devices
Author(s): Lalit Kumar Originally published on Towards AI. Running Neural Networks Locally This member-only story is on us. Upgrade to access all of Medium. If you are not a Medium member, read it here. In recent years, the field of artificial intelligence …
What’s in the data?
Author(s): Trupti Bavalatti Originally published on Towards AI. Text-to-image (T2I) generative AI models have revolutionized content creation by transforming text into photorealistic and imaginative images. While their widespread adoption spans across industries, these models struggle to align outputs with ethical and societal …
Build your own personalized Fitness RAG Agent using Python!
Author(s): Krishan Walia Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Not a member?Feel free to access the full article here. Whether you are a developer or an athlete, fitness has always been …
Graph Neural Networks: Unlocking the Power of Relationships in Predictions
Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Exploring the Concepts, Types, and Real-World Applications of GNNs in Feature Selection, Economic Forecasting, and Stock Prediction Photo by Thom Milkovic on …
Machines that Learn: The Neural Model
Author(s): Armin Jazi | Scientist Engineer Artist Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The Neural Model closely mirrors the structure of biological neural systems. Just as biological neurons connect through axons …
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