AI tools
Build a Validated Kubernetes Runtime for NVIDIA Dynamo
NVIDIA AI Cluster Runtime (AICR) packages NVIDIA Dynamo into validated recipes to simplify Kubernetes deployment. This approach ensures GP...
Oct 31, 20266 min
Articles tagged: vLLM
8 articles
AI tools
Code, Test, and Deploy on One Machine with NVIDIA RTX Spark
NVIDIA RTX Spark unifies coding agents, model customization, and CUDA-accelerated development on a single PC. The platform delivers 4.6x f...
Oct 18, 20266 min
AI coding
ReplaySSM: Rethinking State Storage for Faster Hybrid-Model Decoding
ReplaySSM proposes a different approach to storing recurrent state in hybrid models, aiming to speed up decoding without sacrificing quali...
Oct 13, 202611 min
AI agents
Deploy Local Agents Everywhere with LFM2.5-2.6B
Discover how LFM2.5-2.6B enables lightweight, privacy-preserving AI agents on edge devices. This compact model delivers strong reasoning a...
Aug 5, 202611 min
Local models
Run a vLLM Server on HF Jobs in One Command
Learn how to launch a vLLM inference server on Hugging Face Jobs with a single command. This guide covers setup, configuration, and practi...
Jun 26, 20266 min
AI agents
3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal
Learn how to run three AI agents with separate LLMs simultaneously on a single outdated GPU. This article covers bare-metal parallel infer...
Jun 25, 20267 min
Guides
Drilling Into AI’s Financial Sustainability
Explore the hidden costs of AI development and deployment, from hardware to energy. Learn practical strategies for budgeting, optimizing m...
Jun 17, 20266 min
Guides
DeepSeek Sharpens Its Reasoning: DeepSeek-R1, an Affordable Rival to OpenAI’s o1
DeepSeek-R1 brings advanced reasoning capabilities at a fraction of the cost of OpenAI’s o1. Learn how this open-source model matches o1 i...
Jun 15, 20266 min