Instantly scale AI and machine learning workloads on GPU on-demand
Blog Technology
January 10, 2024 / January 13, 2025 by [email protected]
What can you get out of this guide? In this guide, we explain how you can deploy any version of Falcon that’s available on Huggingface within 15 minutes. For this guide we’ll need to do the following: To successfully complete this guide, make sure you have: You’ll also need the following files: What is Falcon-7b-instruct? […]
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Functionality UbiOps
December 28, 2023 / July 3, 2024 by [email protected]
Facilitate a hybrid-cloud strategy and save weeks of work!
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Functionality
December 18, 2023 / December 18, 2023 by [email protected]
In the good old days machine learning models were made from scratch by data scientists. This involved acquiring, and cleaning data before training a model and getting it to production. In recent years, though, the size of models has increased, and thus the training data required to train these new larger models as well. This […]
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 […]
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November 21, 2023 / November 24, 2023 by [email protected]
Amsterdam, November 22nd, 2023 — UbiOps today announced certification on NVIDIA AI Enterprise software, which powers the NVIDIA AI platform. This certification will enable organizations to use the software’s included AI frameworks, libraries, and SDKs for accelerating data science and streamlining development and deployment of production-ready generative AI, computer vision, speech AI, and more on […]
November 15, 2023 / November 15, 2023 by [email protected]
Intermax, Guida, and UbiOps have signed a partnership agreement. Together we aim to offer an end-to-end private cloud solution for Artificial Intelligence/Machine Learning (AI/ML), aimed at regulated markets. This solution enables organizations to quickly and safely start the implementation of AI/ML into their business. Creating added value for business processes with AI/ML remains a challenge […]
November 6, 2023 / November 6, 2023 by [email protected]
Best Ways to Support AI Workloads Artificial intelligence promises tremendous benefits for organizations, but taking machine learning models into production presents challenges. Models require specialized infrastructure to support them. So with that said: what are the best practices for supporting AI workloads? Understand Unique Infrastructure Needs AI workloads have specific infrastructure requirements that differ from […]
November 1, 2023 / January 13, 2025 by [email protected]
This guide will explain how you can deploy a Stable Diffusion model in under 15 minutes The number of parameters of Machine Learning (ML) models has been growing over the last few years, with some models (like GPT-4) reaching over one trillion parameters. With this increase in size, the development of these models requires more […]
October 26, 2023 / October 26, 2023 by [email protected]
On the 26th of October 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: 3.17.0 CLI version for this release: 2.17.0 https://www.youtube.com/watch?v=d2fqQBbYaNs&feature=youtu.be Webhooks are now available You can now configure webhooks in your UbiOps project to […]
October 24, 2023 / October 30, 2023 by [email protected]
ORIGINAL PRESS RELEASE: https://www.turintech.ai/turintech-ai-partners-with-ubiops/ TurinTech AI, the leader in AI-powered code optimisation for machine learning and data-heavy applications, has today announced its partnership with UbiOps, the ModelOps platform that enables data analytics teams to deploy, serve and scale AI and machine learning workloads, to power the next generation of AI applications. TurinTech AI’s evoML platform […]
October 23, 2023 / January 29, 2025 by [email protected]
Challenge French startup Emersio, which is developing an entirely new, innovative platform for producing financial forecasts for SMEs/small businesses, was in search of a solution that was capable of speeding up the running of their complex models and custom pipelines with parallelism and conditional logic. Solution On the UbiOps platform, with its easy-to-use pipeline functionality […]
October 17, 2023 / February 20, 2024 by [email protected]
The general understanding of language that pre-trained LLMs possess means that the majority of the development work is already done for you! However, to get a specialized model that is optimized to perform a specific task, you need to adapt your LLM to that task through a process called fine-tuning. This process requires some expertise, as well as state-of-the-art hardware, but much less so than if you were to develop a model from scratch.
