Machine learning

Deep Dive into DeepSeek-R1 – Part 1

Introduction A few weeks ago, the release of the open-source large language model DeepSeek-R1 has taken the AI world by storm. The Chinese research team claimed their new reasoning model was on par with OpenAI’s flagship model o1, open-sourced the model and gave details about the work behind it. In this blog post series, we […]

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Rocket in MistralAI colors in a data center with a French rooster showing rapid LLM deployment

Mistral Small 24B served with vLLM and AI Deploy – a single command to deploy an LLM (Part 1)

You are not dreaming! You can deploy open-source LLM in a single command line. Deploying advanced language models can be a challenge! But this sometimes this arduous task is becoming increasingly accessible, enabling developers to integrate sophisticated AI capabilities into their applications. In this guide, we will walk through deploying the Mistral-Small-24B-Instruct-2501 model using vLLM

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Five ways to develop sovereign, sustainable AI solutions

Now that organisations understand AI and what it can achieve, businesses around the world are focusing on how to build it responsibly. Three of the five main themes at the Paris AI Action Summit examine the need for responsible AI, with separate streams on trust, public interest and good governance. These themes are not simple.

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Introducing OVHcloud’s Trusted and Innovative AI Ecosystem

Artificial intelligence (AI) has become the most transformative force in the global economy, impacting every sector from healthcare to finance to the public sector. New and innovative capabilities come from all parts of the technology ecosystem and from all regions of the world. Every week, almost every day! The momentum in this space is incredible.

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Apply now for the Fast Forward AI Accelerator

Today we’re launching our new AI Accelerator to meet the scaling needs of AI startups and shape the future of the AI industry. Building on the success of our Fast Forward Accelerator, designed to be light-touch in terms of your time but high-impact in terms of value, the AI Accelerator offers everything that is OVHcloud

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F.A.I.R. Principles in Data for AI

How the FAIR Data Principles apply to Machine Learning Data and Infrastructure At Hopsworks, the FAIR Guiding Principles for scientific data management and stewardship have been a cornerstone of our approach to build a better machine learning platform. F.A.I.R. principles initially became prevalent in academia and diverse fields of research in an effort to make

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Adopting AI in SaaS: how can we move quickly without losing control?

The widespread use of AI poses numerous challenges. Including the risks of data leakage, the need for explainable results, handling it in SaaS. But also, the growing dependence on Big Tech. Not to mention the environmental toll linked to AI. No doubt the eco-design of digital services is becoming increasingly popular. Still, the efforts to

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An AI transcribing, translating and dubbing videos in any language

Master Speech AI and build your own Video Translator app with AI Endpoints!

Extend the impact of any video by embarking on the development of a transcription and translation solution for your multimedia content. Today, media and social networks are omnipresent in our professional and personal lives: videos, tweets, posts, forums and Twitch lives… These different types of media enable companies and content creators to promote their activities

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a robot with a lot of knowledge talking to a human

Chatbot memory management with LangChain and AI Endpoints

Use Conversational Memory to enable your chatbot to answer multiple questions using its knowledge based on previous interactions. When it comes to Conversational Applications, especially those with interfaces, the ability to remember information about past interactions is paramount. Imagine you’re talking to a Virtual Assistant or Chatbot, and you want it to remember details of

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a bot discussing with a human in a kitchen

Build a powerful Audio Virtual Assistant in less than 100 lines of code with AI Endpoints!

Raise your hands off the keyboard and chat with your LLM by voice with this Audio Virtual Assistant! Nowadays, the creation of virtual assistants has become more accessible than ever, thanks to advances in AI (Artificial Intelligence), particularly in the field of SpeechAI and the GenAI models. We will explore how OVHcloud AI Endpoints can be leveraged to design and develop an Audio

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