· software
Advanced SEO Explained: How We Handle It (and What It Really Means)
Search Engine Optimization SEO – From Basics to Advanced Search Engine Optimization SEO has come a long way. What once meant tweaking a few keywords and meta t...
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- · ai
Vectorization in Neural Networks: A Beginner’s Guide
Artificial intelligence may sound complex, but at its core it’s all about numbers. Neural networks—the engines behind modern AI—can’t work directly with raw tex...
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A Tutorial on Bayesian Optimization
Overview Bayesian Optimization is a smart approach for finding optimal settings when each experiment is slow or costly. It reduces the number of trials needed...
- · ai
[Paper] Mesh-Attention: A New Communication-Efficient Distributed Attention with Improved Data Locality
Distributed attention is a fundamental problem for scaling context window for Large Language Models (LLMs). The state-of-the-art method, Ring-Attention, suffers...
- · ai
[Paper] Deadline-Aware Online Scheduling for LLM Fine-Tuning with Spot Market Predictions
As foundation models grow in size, fine-tuning them becomes increasingly expensive. While GPU spot instances offer a low-cost alternative to on-demand resources...
- · ai
[Paper] One Tool Is Enough: Reinforcement Learning for Repository-Level LLM Agents
Locating the files and functions requiring modification in large open-source software (OSS) repositories is challenging due to their scale and structural comple...
- · ai
[Paper] AirGS: Real-Time 4D Gaussian Streaming for Free-Viewpoint Video Experiences
Free-viewpoint video (FVV) enables immersive viewing experiences by allowing users to view scenes from arbitrary perspectives. As a prominent reconstruction tec...
- · ai
The Machine Learning “Advent Calendar” Day 23: 1D CNN for Text in Excel
A step-by-step 1D CNN for text, built in Excel, where every filter, weight, and decision is fully visible. The post The Machine Learning “Advent Calendar” Day 2...
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The Machine Learning “Advent Calendar” Day 23: CNN in Excel
A step-by-step 1D CNN for text, built in Excel, where every filter, weight, and decision is fully visible. The post The Machine Learning “Advent Calendar” Day 2...
- · ai
[Paper] FEM-Bench: A Structured Scientific Reasoning Benchmark for Evaluating Code-Generating LLMs
As LLMs advance their reasoning capabilities about the physical world, the absence of rigorous benchmarks for evaluating their ability to generate scientificall...
- · ai
Activation Functions: How Simple Curves Power Neural Networks
Activation Functions – The Building Blocks of Neural Networks In my previous article we touched upon the sequence‑to‑sequence modelhttps://dev.to/rijultp/seque...
- · ai
Using the Reinforcement Learning GitHub Package
Introduction In machine learning, reinforcement learning RL is a paradigm where problem formulation matters as much as the algorithm itself. Unlike supervised...