Category: Functionality

Functionality

August 15, 2023 / August 17, 2023 by UbiOps

Pros and cons of different techniques More and more companies are actively using artificial intelligence (AI) in their business, and, slowly but surely, more models are being brought into production. When making the step towards production, inference time starts to play an important role. When a model is external user facing, you typically want to […]

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Functionality Technology

August 15, 2023 / September 6, 2023 by UbiOps

Introduction  A Graphical Processing Unit (GPU) is a processor that is made up of smaller, more specialized cores. Originally designed to accelerate graphical calculations, GPUs were developed to work in parallel processing, which means that they are able to process data simultaneously in order to complete tasks more quickly. In other words, GPUs are able […]

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Functionality Technology

August 4, 2023 / September 25, 2023 by UbiOps

What can you get out of this guide? In this guide, we explain how to deploy LLaMa 2, an open-source Large Language Model (LLM), using UbiOps for easy model hosting and Streamlit for creating a chatbot UI. The guide provides step-by-step instructions for packaging a deployment, loading it into UbiOps, configuring compute on GPUs and […]

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Functionality Technology

July 28, 2023 / August 17, 2023 by UbiOps

Artificial Intelligence (AI) has emerged as a world-changing technology with a wide range of applications across industries. From virtual assistants to autonomous vehicles and advanced data analytics, AI has started to revolutionize the way we live and work. However, most AI algorithms require a very large amount of computational power to process and analyze all the necessary data. This is where […]

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Events Functionality

July 28, 2023 / August 17, 2023 by UbiOps

UbiOps, leading platform for deploying and scaling Artificial Intelligence (AI) and Machine Learning (ML) models, is proud to introduce advanced functionality for training AI models in the cloud. This development allows businesses to manage even more of their AI development lifecycle on the UbiOps platform and also leverage Generative AI faster. Training and fine-tuning AI […]

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Functionality Technology

June 25, 2023 / July 26, 2023 by UbiOps

One of the big reasons for the increased usage of AI on the web is the availability of open source foundation models. Increasingly, Artificial Intelligence (AI) lies at the heart of online tools and applications. For example, the global chatbot market is expected to reach $1 billion dollars by 2024, because they can save companies […]

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Functionality Technology Whitepapers

June 25, 2023 / July 26, 2023 by UbiOps

The IT spending of financial institutions all over the world is steadily increasing, and is expected to reach over $750 billion dollars by 2025. This is partly because of the significant increase in the development and deployment of AI systems. AI-powered systems can process large volumes of data very quickly and at a large scale. […]

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Collaborations Functionality Technology

June 12, 2023 / July 26, 2023 by UbiOps

Agritech & AI working together Business owners in the horticultural sector and agritech can use automated image recognition to automate their crop observations and thereby optimize harvest and work scheduling. This pioneering technology is being developed by Ridder and is in part made possible thanks to UbiOps’ computation power. The sector has the opportunity to […]

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Blog Functionality Product update

June 1, 2023 / July 26, 2023 by UbiOps

Training Machine Learning models in the cloud from scratch can be a challenging task. In this post we will dive into why UbiOps is not only useful for running and scaling model inference, but can also be used to run training jobs for Machine Learning models. UbiOps has a built-in functionality for managing and running […]

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Functionality Product update

June 1, 2023 / July 31, 2023 by UbiOps

UbiOps release news – version 2.24.0 On the 1st of June 2023 we released new functionality and made improvements to our UbiOps SaaS platform. On this page we will walk you through the changes with some examples of how to use the new functionality Python client library version for this release: 3.15.0CLI version for this release: 2.15.0 […]

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Functionality Technology

May 18, 2023 / July 26, 2023 by UbiOps

Using GPUs alongside CPUs to do ML-model inference is a great step to take if speed and performance is crucial.

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Blog Functionality Product update

April 19, 2023 / July 26, 2023 by UbiOps

UbiOps release news – version 2.23.0 On the 20th of April 2023 we have released new functionality and made improvements to our UbiOps SaaS product. An overview of the changes is given below. Python client library version for this release: 3.15.0 CLI version for this release: 2.15.0 ✔️Support for Training (Beta) We added new functionality […]

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Functionality Technology UbiOps

April 12, 2023 / September 27, 2023 by UbiOps

UNET is a commonly used neural network architecture in biomedical image segmentation. Use UbiOps to run it in the cloud!

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Blog Functionality

April 6, 2023 / July 26, 2023 by UbiOps

Using APIs as a clean interface between the analytics and the application that makes use of them allows for faster product development.

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Blog Functionality Technology UbiOps

March 31, 2023 / September 4, 2023 by UbiOps

Impending GPU shortage due to explosion in demand: 2023 update on how to tackle the shortage of GPUs

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Functionality Product update UbiOps

March 15, 2023 / July 26, 2023 by UbiOps

In our previous blogs on pipeline operators, we saw how we could use the pipeline operators to speed up our inference, to add unit tests to the input of our machine learning model and to conditionally routing the pipeline request to one way or the other.  With UbiOps latest release, v2.22.0, we introduced a new […]

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Collaborations Functionality

March 2, 2023 / July 26, 2023 by UbiOps

The Hague, Netherlands. 01.03.2023. UbiOps joined the NVIDIA AI Accelerated program! As part of the initiative, UbiOps will work closely with NVIDIA to optimize its platform for NVIDIA GPU-accelerated computing, enabling customers to quickly deploy and scale their machine learning models. “We’re thrilled to be a part of the NVIDIA AI Accelerated program,” says UbiOps […]

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Functionality Product update

February 23, 2023 / July 26, 2023 by UbiOps

UbiOps release news – version 2.22.0 On the 23rd of February 2022 we have released new functionality and made improvements to our UbiOps SaaS product. An overview of the changes is given below. We have also prepared a release demo for you! Python client library version for this release: 3.14.0 CLI version for this release: […]

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Functionality Technology UbiOps

February 22, 2023 / July 26, 2023 by UbiOps

Transformer neural networks have become hugely popular recently as the go-to deep learning architecture for a wide variety of different tasks. ChatGPT by OpenAI keeps making the headlines and is seen as a paradigm shift in AI becoming a mainstream technology. And ChatGPT is not the only one, similar endeavors at Google and Meta use […]

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Functionality Technology UbiOps

February 20, 2023 / July 26, 2023 by UbiOps

A new file system in UbiOps We recently released a new file system at UbiOps, which makes it a lot easier to work with files on the UbiOps platform. To show you how the new system works I will walk you through an example. In the last release we changed our file system from working […]

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Functionality Technology UbiOps

January 19, 2023 / July 26, 2023 by UbiOps

Exciting things you can build with the new UbiOps operators! In our first blog on pipeline operators, we used them to speed up a video processing pipeline. Specifically, we used the create subrequests and the collect subrequests operators to analyze multiple frames of the video simultaneously, by introducing parallelization. This time we will highlight three […]

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Functionality Technology UbiOps

January 12, 2023 / July 26, 2023 by UbiOps

How to speed up a Tensorflow model by 200%? Machine learning models nowadays require more and more compute power. According to a study from OpenAI, the compute power needed to train AI models is rising ever since it was first used in the 60’s. With the required compute power doubling every two years up until […]

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Functionality Product update UbiOps

January 10, 2023 / July 26, 2023 by UbiOps

UbiOps release news – version 2.21.0 On the 10th of January 2023 we have released new functionality and made improvements to our UbiOps SaaS product. On this page you can read all about it. We have also prepared a release demo for you! Create your free account ✔️ New file system To improve working with files […]

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Collaborations Functionality

December 19, 2022 / July 26, 2023 by UbiOps

Working with the Netherlands Cancer Institute, Ellogon.AI has developed a faster and more efficient method of determining whether a cancer patient may benefit from immunotherapy. The tool used for this, EIDOS, is based on big data and artificial intelligence (AI) and runs on the UbiOps platform. As a result, the service was able to go […]

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