AI Deploy

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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Sign Language recognition with AI

Create your solution for Sign Language recognition with OVHcloud AI tools

A guide to build a solution for sign language interpretation based on a Computer Vision algorithm: YOLOv7. Introduction In the field of Artificial Intelligence, we often talk about Computer Vision and Object Detection, but what role do these AI techniques play in the vast field of healthcare? We’ll see that data plays a key role

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fastapi for spam classification

Deploy a custom Docker image for Data Science project – A spam classifier with FastAPI (Part 3)

A guide to deploy a custom Docker image for an API with FastAPI and AI Deploy. Welcome to the third article concerning custom Docker image deployment. If you haven’t read the previous ones, you can check it: – Gradio sketch recognition app– Streamlit app for EDA and interactive prediction When creating code for a Data

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streamlit app for eda and interactive prediction

Deploy a custom Docker image for Data Science project – Streamlit app for EDA and interactive prediction (Part 2)

A guide to deploy a custom Docker image for a Streamlit app with AI Deploy. Welcome to the second article concerning custom Docker image deployment. If you haven’t read the previous one, you can read it on the following link. It was about Gradio and sketch recognition. When creating code for a Data Science project,

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