Category: UbiOps

Deploy your model Technology UbiOps

November 21, 2023 / November 21, 2023 by UbiOps

In October 2023 MistralAI released Mistral 7B, which is claimed to be the most powerful Large Language Model (LLM) to date for its size. As the name suggests the model has 7,3 billion parameters, and outperforms LLaMa 2 13B and LLaMa 1 34B on several benchmarks: Mistral 7B benchmarked against LLaMa 1 7 LLaMa 2 […]

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Blog Technology UbiOps

June 2, 2023 / September 27, 2023 by UbiOps

  MLOps: must-know information for getting started with operationalizing machine learning In recent years, businesses have increasingly been trying to apply machine learning (ML) to their data. This has led to improved efficiency and cost savings for those who succeeded, because ML can be used to automate routine tasks and gain insights from data that […]

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Blog Technology UbiOps

April 15, 2023 / July 26, 2023 by UbiOps

AI in clinical care: There are many factors at play when it comes to getting AI adopted in routine clinical care. From regulations to architecture problems.

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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 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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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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Technology UbiOps

February 7, 2023 / July 26, 2023 by UbiOps

Ten articles UbiOps recommends for you to read to get started with machine learning operations Machine learning is a hot topic: the release of ChatGPT fired the imagination of many. How can artificial intelligence (AI) help us make progress in our organisations? Your customers can benefit from improved products and services powered by AI solutions. […]

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Blog Technology UbiOps

February 1, 2023 / July 26, 2023 by UbiOps

What is the new chatbot ChatGPT and what sets it apart from other chatbots? In November 2022, OpenAI released ChatGPT, an artificially intelligent chatbot that can answer just about any question and can be interacted with for free. ChatGPT is an implementation of the powerful GPT-3 transformer model, a generative artificial intelligence (generative AI). This […]

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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 UbiOps

December 14, 2022 / July 26, 2023 by UbiOps

Samen met het Nederlands Kanker Instituut heeft Ellogon.AI een methodiek ontwikkeld om sneller en adequater te bepalen of een kankerpatiënt baat kan hebben bij immunotherapie. De tool waarmee dat gebeurt, EIDOS, is gebaseerd op big data en artificial intelligence (AI) en draait op het UbiOps-platform. Daardoor kon de service sneller live gaan, als SaaS-oplossing worden […]

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Product update UbiOps

November 23, 2022 / July 26, 2023 by UbiOps

[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_shadow=”none” column_border_radius=”none” column_link_target=”_self” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1/1″ tablet_width_inherit=”default” tablet_text_alignment=”default” phone_text_alignment=”default” column_border_width=”none” column_border_style=”solid” bg_image_animation=”none”][vc_column_text] UbiOps release news – version 2.20.0 On the 24th of November 2022 we released our latest version of UbiOps Saas with […]

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Technology UbiOps

October 6, 2022 / September 4, 2023 by UbiOps

What type of applications would benefit from using GPUs? Graphical processing units (GPUs) have been around for decades and were originally used for gaming, graphics rendering and more recently for the mining of bitcoins, in the last decade, their use has extended to Machine Learning (ML) too. Their ability to process tens of thousands of […]

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Collaborations Functionality Security UbiOps

October 5, 2022 / July 26, 2023 by UbiOps

Pushing your ML project to production? Here’s what to look out for Written in collaboration with James Stewart from TrojAI In the last few years, there has been a lot of development in the field of MLOps. New tools for supporting various operational tasks of the MLOps life cycle have popped up, and more ML projects […]

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Functionality UbiOps

May 30, 2022 / July 26, 2023 by UbiOps

A simple way to figure out your requirements.txt Whenever you’re working with Python, you will need to manage your dependencies as you install and use multiple libraries. Poor dependency management is notorious for causing conflicts in production and causing the typical “It worked on my laptop” issue. Python environments differ from one environment to another. […]

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Support UbiOps

May 30, 2022 / July 26, 2023 by UbiOps

If you’ve been working with UbiOps for a while you might notice that you were performing the same actions every time you wanted to deploy a new version of your model. By adding a continuous integration / continuous delivery (CI/CD) pipeline to your projects you can automate these repetitive tasks so that you can focus […]

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Blog Technology UbiOps

March 22, 2022 / July 26, 2023 by UbiOps

Let’s imagine the following use case: I’ve built a model that tries to predict how much a person will spend in an online webshop, using the age and the gender of a person. The training data set mostly consists of females, with the average age of all customers being 35. The model learns that mostly […]

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Blog Functionality Product update Technology UbiOps

March 17, 2022 / July 26, 2023 by UbiOps

UbiOps version 2.15.0 On the 17th of March 2022, we have released new functionality and made improvements to the UbiOps SaaS product. Here is an overview of the new functionality and changes:   Create your free account On-demand GPUs We already provided GPU support but we expanded this functionality to be on-demand. That means that […]

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Blog Functionality Technology UbiOps

January 27, 2022 / July 26, 2023 by UbiOps

UbiOps version 2.14.0 On the 27th of January 2022, we have released new functionality and made improvements to the UbiOps SaaS product. Here is an overview of the new functionality and changes: Create your free account   Configure your own request page We had recently released the simple request interface for your deployments, and it […]

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Functionality Product update UbiOps

December 2, 2021 / July 26, 2023 by UbiOps

UbiOps version 2.13.0 On the 2nd of December 2021 we have released new functionality and made improvements to the UbiOps SaaS product. An overview of the new functionality and changes: Create your free account    Request notifications You can now receive a notification when a batch request is done. This can be convenient for requests […]

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Blog Technology UbiOps

November 10, 2021 / July 26, 2023 by UbiOps

Introduction Customer segmentation is a great way of improving your understanding of your customers so that you can react better to their needs. To really get the most out of customer segmentation, it is good practice to automate it so you minimize manual work and time spent. In this article, I will show you how […]

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