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Blog posts with topic "ai-ml"

Freyja Cooper
5 June 2026

Beyond tokens per watt – using Ubuntu 26.04 LTS for AI

AI Ubuntu tech blog

Tokens per watt (TpW) – the measure of useful AI work produced per watt of energy consumed – is the metric at top of mind for CEOs, heads of AI, and infrastructure teams alike. With the tremendous cost of GPU clusters, extracting as much value as possible from the expense is critical. But in the ...

Canonical
1 June 2026

Securing AI agent workflows on Ubuntu with the new NVIDIA OpenShell snap

AI Ubuntu tech blog

By packaging OpenShell as a snap, Canonical is enabling enterprises to confidently run next-generation agentic workflows across local devices, hybrid environments, and private clouds. ...

Canonical
28 April 2026

Run NVIDIA Nemotron 3 Nano Omni locally in a single command

AI Ubuntu tech blog

Today, NVIDIA introduced the NVIDIA Nemotron™ 3 Nano Omni, a highly-efficient multimodal model designed to understand and reason across video, audio, images, and language.  Canonical is enabling immediate access to Nemotrom 3 Nano Omni through inference snaps: pre-packaged AI inference runtimes distributed as snap packages for consistent ...

Abdelrahman Hosny
24 March 2026

Canonical welcomes NVIDIA’s donation of the GPU DRA driver to CNCF

Partners Ubuntu tech blog

At KubeCon Europe in Amsterdam, NVIDIA announced that it will donate the GPU Dynamic Resource Allocation (DRA) Driver to the Cloud Native Computing Foundation (CNCF). This marks an important milestone for the Kubernetes ecosystem and for the future of AI infrastructure. For years, GPUs have been central to modern machine learning and high ...

Canonical
16 March 2026

Meet Canonical at NVIDIA GTC 2026

Ubuntu Ubuntu tech blog

Previewing at the event: NVIDIA CUDA support in Ubuntu 26.04 LTS, NVIDIA Vera Rubin NVL72 architecture support in Ubuntu 26.04 LTS, Canonical’s official Ubuntu image for NVIDIA Jetson Thor, upcoming support for NVIDIA DGX Station and NVIDIA DOCA-OFED, and NVIDIA RTX PRO 4500 support. NVIDIA GTC 2026 is here, bringing together the technolo ...

Canonical
5 January 2026

Canonical announces Ubuntu support for the NVIDIA Rubin platform

Canonical announcements Ubuntu tech blog

Official Ubuntu support for the NVIDIA Rubin platform, including the NVIDIA Vera Rubin NVL72 rack-scale systems, announced at CES 2026 CES 2026, Las Vegas. – Canonical, the publisher of Ubuntu, is pleased to announce official support for the NVIDIA Rubin platform and the latest distributions of the new NVIDIA Nemotron 3 open models.  As A ...

Canonical
9 December 2025

Canonical to distribute AMD ROCm AI/ML and HPC libraries in Ubuntu

Canonical announcements Ubuntu tech blog

Canonical is pleased to announce an expanded collaboration with AMD to package and maintain AMD ROCm™ software directly in Ubuntu. AMD ROCm is an open software ecosystem to enable hardware-accelerated AI/ML and HPC workloads on AMD Instinct™ and AMD Radeon™ GPUs, simplifying the deployment of AI infrastructure with long term support from ...

Canonical
15 September 2025

Canonical announces it will support and distribute NVIDIA CUDA in Ubuntu

Ubuntu Ubuntu tech blog

Today Canonical, the publisher of Ubuntu, announced support for the NVIDIA CUDA toolkit and the distribution of CUDA within Ubuntu’s repositories.   CUDA is a parallel computing platform and programming model  that lets developers use NVIDIA GPUs for general-purpose processing. It exposes the GPU’s Single-Instruction Multiple Thread (SIMT ...

victoriaantipova
14 July 2025

Let’s meet at AI4 and talk about AI infrastructure with open source

Ubuntu Ubuntu tech blog

Date: 11 – 13 August 2025 Booth: 353 Book a meeting You know the old saying: what happens in Vegas… transforms your AI journey with trusted open source. On August 11-13, Canonical is back at AI4 2025 to share the secrets of building secure, scalable AI infrastructure to accelerate every stage of your machine learning ...

Andreea Munteanu
11 March 2025

How to deploy Kubeflow on Azure

AI Ubuntu tech blog

Kubeflow is a cloud-native, open source machine learning operations (MLOps) platform designed for developing and deploying ML models on Kubernetes. Kubeflow helps data scientists and machine learning engineers run the entire ML lifecycle within one tool. Charmed Kubeflow is Canonical’s official distribution of Kubeflow. The key benefits o ...

Serdar Vural
27 February 2025

Experience Edge AI use cases with Canonical at Mobile World Congress Barcelona 2025

5G Ubuntu tech blog

Artificial Intelligence and Machine Learning (AI/ML) are increasingly driving change in telecommunications. Increased adoption is building organizational confidence in the positive impact that AI can bring, which in turn is leading business leaders to push for AI/ML to expand into new use cases. As such, AI/ML will play a key role in brin ...

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