turqubit is a technical publication focused on high-performance computing, machine learning systems, computer vision, and quantum information. Written for engineers who want depth.
Attention is the core operation behind modern large language models. This article derives the scaled dot-product attention formula from first principles and walks through a minimal implementation in Python.
Modern GPUs contain thousands of cores designed for parallel workloads. This article walks through the fundamental programming model behind CUDA and why GPU computing has become indispensable for scientific computing and AI.
Quantum gates are the reversible operations that manipulate qubit state. This primer covers the fundamental single-qubit and two-qubit gates, their matrix representations, and how they compose into quantum circuits.
Attention is the core operation behind modern large language models. This article derives the scaled dot-product attention formula from first principles and walks through a minimal implementation in Python.
Modern GPUs contain thousands of cores designed for parallel workloads. This article walks through the fundamental programming model behind CUDA and why GPU computing has become indispensable for scientific computing and AI.