You don't always need an RTX 5090 to run useful models ...

Aggy is a writer and editor who has worked for many high-traffic digital publications. He's a technology and gaming fanboy who has been a writer, editor, consultant, and computer animator. Most people ...

Cybersecurity researchers have disclosed a critical security vulnerability in Ollama that, if successfully exploited, could allow a remote, unauthenticated attacker to leak its entire process memory.

Turri, V., Schieber, N., Loughin, C., and Brooks, T., 2026: The ELM Library: An LLM Evaluation Toolset. Software Engineering Institute blog, Accessed June 28, 2026 ...

turboquant-py implements the TurboQuant and QJL vector quantization algorithms from Google Research (ICLR 2026 / AISTATS 2026). It compresses high-dimensional floating-point vectors to 1-4 bits per ...

You can now run LLMs for software development on consumer-grade PCs. But we’re still a ways off from having Claude at home. If you’ve been curious about working with services like Claude Code, but ...

German AI startup Black Forest Labs launches Flux 2 "klein" (small), a compact model that combines image generation and editing on consumer GPUs like the RTX 3090. The new models expand the Flux 2 ...

Editor's Note: At the beginning of 2025, this ML-SYS-Tutorial had just reached 1k GitHub stars. At that time, the series included content covering various aspects, including quantization and ...

Abstract: Weight quantization is used to deploy high-performance deep learning models on resource-limited hardware, enabling the use of low-precision integers for storage and computation. Spiking ...

Abstract: We present an end-to-end workflow for superconducting qubit readout that embeds co-designed Neural Networks (NNs) into the Quantum Instrumentation Control Kit (QICK). Capitalizing on the ...

About a year ago, an AI startup known as Recogni announced a patented number system for AI math, known as Pareto. Pareto is a logarithmic system, meaning that it stores numbers using their logarithmic ...