Instantly scale AI and machine learning workloads on GPU on-demand
Technology UbiOps
September 4, 2024 / September 4, 2024 by [email protected]
Artificial intelligence (AI) has the potential to significantly improve efficiency in the medical field. However, as the healthcare sector has very sensitive data, organizations and regulators need to make sure that the technology they employ is safe and effective. In healthcare, data is very personal and contains a lot of sensitive data about the patient. […]
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Deploy your model UbiOps
June 7, 2024 / June 7, 2024 by [email protected]
When Mistral released their Mistral 7B v0.2 model it was claimed to be the most powerful 7B Large Language Model (LLM) at that time. Now Mistral has released a new version, called Mistral 7B v0.3. The new version of Mistral 7B builds further on the success of the previous version. The model has an increased […]
April 18, 2024 / April 18, 2024 by [email protected]
Large Language Models (LLMs) are trained on vast datasets with data sourced from the public internet. But these datasets of course do not include specific datapoints regarding your business or use case. Retrieval-Augmented Generation (RAG) addresses this by dynamically incorporating your data as context in a prompt to your LLM. This way there is no […]
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What can you get out of this guide? In this guide, we explain how to: To successfully complete this guide, make sure you have: You’ll also need the following files which are available in the appendix: What is Gemma 7B? Gemma is the latest model series released by Google in February 2024. It comes in […]
Deploy your model Functionality Technology UbiOps
March 19, 2024 / March 21, 2024 by [email protected]
Model deployment or model serving designates the stage in which a trained model is brought to production and readily usable. A model-serving platform allows you to easily deploy and monitor your models hassle-free. Below is the MLOps dev cycle and how UbiOps can be used within that cycle. How UbiOps fits into the MLOps dev […]
March 4, 2024 / March 4, 2024 by [email protected]
In this article, we will analyze some of the drawbacks of Databricks when it comes to machine learning – specifically when it comes to the deployment stage of a model. Following this, we’ll explain why using UbiOps with Databricks makes sense, and follow up with some of the UbiOps platform’s core strengths. What is Databricks? […]
LLM Technology UbiOps
February 29, 2024 / February 29, 2024 by [email protected]
We discussed how to classify a Large Language Model (LLM), so let’s talk about the different ways LLMs can be used in the real world. The potential applications of LLMs are countless, and their limits have yet to be crossed. However, this article should give you a general idea of some of the ways LLMs […]
February 7, 2024 / February 7, 2024 by [email protected]
The world’s attention shifted when OpenAI made generative AI accessible to the public with ChatGPT. Then, the game changed again when GPT-4 was released – able to browse the internet with Bing and provide even more accurate information, including sources. Undoubtedly, the uprising of GenAI is already significantly impacting our way of working. But how […]
January 31, 2024 / February 1, 2024 by [email protected]
Given the number of Large Language Models (LLMs) out there, finding one that meets your specific use case can be a daunting task. The field is evolving rapidly, with new models and fine-tuned versions being released every single week. It follows that any list of LLMs and how they should be applied will be rapidly […]
Functionality UbiOps
December 28, 2023 / July 3, 2024 by [email protected]
Facilitate a hybrid-cloud strategy and save weeks of work!
Deploy your model Technology UbiOps
November 21, 2023 / January 8, 2024 by [email protected]
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 […]
Blog Technology UbiOps
June 2, 2023 / January 8, 2024 by [email protected]
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 […]
April 15, 2023 / July 26, 2023 by [email protected]
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.
Functionality Technology UbiOps
April 12, 2023 / September 27, 2023 by [email protected]
UNET is a commonly used neural network architecture in biomedical image segmentation. Use UbiOps to run it in the cloud!
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
Functionality Product update UbiOps
March 15, 2023 / July 26, 2023 by [email protected]
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 […]
February 22, 2023 / July 26, 2023 by [email protected]
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 […]
February 20, 2023 / July 26, 2023 by [email protected]
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 […]
February 7, 2023 / July 26, 2023 by [email protected]
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. […]
February 1, 2023 / July 26, 2023 by [email protected]
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 […]
January 19, 2023 / July 26, 2023 by [email protected]
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 […]
January 12, 2023 / January 8, 2024 by [email protected]
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 […]
January 10, 2023 / July 26, 2023 by [email protected]
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 […]
Collaborations UbiOps
December 14, 2022 / July 26, 2023 by [email protected]
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 […]
