Instantly scale AI and machine learning workloads on GPU on-demand
Product update Technology
July 11, 2024 / July 11, 2024 by [email protected]
On the 11th of July 2024 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: 4.5.0 CLI version for this release: 2.22.0 https://www.youtube.com/watch?v=jiM9JWMakCQ More information about active instances To provide more information on what’s […]
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Functionality Technology
March 28, 2024 / March 28, 2024 by [email protected]
In this article, we will be creating a chatbot which is fine-tuned on custom documentation. We’ll use UbiOps—which is an AI deployment, serving and management platform—to fine-tune and deploy the instruction-tuned Mistral-7B model taken from Hugging Face. We’ll explain some of the methods used to fine-tune models, such as instruction tuning and domain adaptation, but […]
Blog Functionality Technology UbiOps
March 31, 2023 / January 22, 2024 by [email protected]
Impending GPU shortage due to explosion in demand: 2023 update on how to tackle the shortage of GPUs
Collaborations
June 29, 2022 / January 3, 2024 by [email protected]
To ensure the Dutch infrastructure remains safe and accessible, with an optimal through-flow of traffic, the Digital Asset Management department of BAM Infra Netherlands (BAM) uses computer vision to analyze existing road infrastructure. To create a scalable and efficient operation, BAM works together with UbiOps, the Dutch platform that enables data scientists to run and […]
June 22, 2022 / January 5, 2024 by [email protected]
Many low-code applications exist that could significantly benefit from machine learning. However, only a fraction of those cases currently have ML models running in the background. Therefore they’re missing out on the advantages of using data analytics and machine learning to gain a competitive edge over their competitors. One of the reasons AI and Machine […]
Collaborations Events
June 16, 2022 / January 5, 2024 by [email protected]
Last week (7th-10th of June 2022) we had the pleasure to travel all the way to Toronto together for the MLOps world conference 2022! It was a 4 day conference of which two days were online and filled with workshops and talks, and two days were in-person at the Sheraton Conference center. It was really […]
Functionality UbiOps
May 30, 2022 / July 26, 2023 by [email protected]
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. […]
Blog
April 14, 2022 / July 26, 2023 by [email protected]
Machine Learning Infrastructure vs traditional IT Infrastructure 2 years ago I had heard of DevOps and knew some bits and pieces of how AI works, such as: you take data from somewhere, train a model when you’re satisfied you feed it new data and work with the results! In reality, it’s not that simple. On the […]
Blog Technology UbiOps
March 22, 2022 / January 8, 2024 by [email protected]
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 […]
Blog Functionality Technology
February 11, 2022 / January 5, 2024 by [email protected]
Set up a connection between a low-code app and your Python or R model #4 Integrate UbiOps with Betty Blocks. It can be hard and complicated to turn a Python or R model into an end-to-end application. You need to develop a front-end and a connection between the front-end and the model before the application […]
Blog Functionality Usage
January 12, 2022 / January 5, 2024 by [email protected]
Powering your low-code app with AI By hosting a Python script and integrating it via a simple API endpoint. If you know Python or R and wish to make an AI-powered app, or simply apply more advanced analytics to existing BI apps, this is the guide for you. In this case, we explain how to […]
Blog Collaborations Functionality
January 11, 2022 / January 3, 2024 by [email protected]
We are excited to share we’ve partnered with WhyLabs to enable easy #machinelearning model monitoring 🚀 ⌚️ To showcase the integration, we will train a model to predict the price of a used car based on a number of factors (including horsepower, year, and mileage), deploy it with UbiOps and then monitor it “in production” with WhyLabs. We use […]
Blog Collaborations
May 25, 2021 / January 5, 2024 by [email protected]
Making ML Ops observable and explainable: serving, hosting and monitoring combined. Maximizing performance and minimizing risk are at the heart of model monitoring. In mission-critical AI models, real-time visibility is crucial. Respond quickly by retraining your model, replacing the current version or tweaking the pipelines. Additionally, setting up your serving and hosting infrastructure in a […]
Blog Events
January 27, 2021 / July 26, 2023 by [email protected]
Blog Companies
November 24, 2020 / July 26, 2023 by [email protected]
Get to know whether your video or photo is a deep fake, powered by UbiOps and DuckDuckGoose. We are happy to announce that DuckDuckGoose chooses to work with UbiOps for their deep fake detection software called “DeepDetector”. It not only detects deep fakes but also explains its actions. DuckDuckGoose chooses to work with UbiOps to […]
September 10, 2020 / January 5, 2024 by [email protected]
Image recognition is a popular and important field within machine learning. Many models exist to for example classify objects within images. In this tutorial, we will take a look at one of these image recognition models called YOLOv4 (You only look once) and install it locally. Take a look at the paper and the website from the author. […]
May 27, 2020 / June 23, 2021 by support
The last five years have seen a tremendous increase in data science efforts. Not surprisingly, as not only the field has advanced a lot in the areas of Machine Learning and Artificial Intelligence, but also more and more companies ...
