Instantly scale AI and machine learning workloads on GPU on-demand
Collaborations
March 18, 2024 / February 17, 2025 by [email protected]
UbiOps, a leading AI and machine learning deployment and serving platform, is thrilled to announce its strategic partnership with US- based GMI Cloud, a global leader in AI cloud infrastructure and innovation, providing powerful, accessible, and reliable GPU cloud-compute solutions. With this partnership, UbiOps emphasizes its dedication to delivering state-of-the-art AI deployment and serving solutions […]
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Deploy your model
March 7, 2024 / March 7, 2024 by [email protected]
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: What is Gemma 2B? Gemma is the latest model series released by Google in February 2024. It comes in two sizes, a 2B version, intended […]
Deploy your model Technology
March 5, 2024 / March 11, 2024 by [email protected]
Introduction In a recent workshop on Large Language Models (LLMs), we asked attendees which LLMs they’re using or considering for their use cases. It turns out everyone was primarily focused on open-source LLMs like Mistral 7B, Llama 2, and Falcon. This left us wondering about a recent report by Reuters on OpenAI’s growth. The report […]
Technology UbiOps
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 […]
Uncategorized
February 26, 2024 / January 13, 2025 by [email protected]
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: What is Mixtral? Mixtral is a state-of-the-art model developed by MistralAI. It’s open source and very performant. It bases its architecture on a unique technique […]
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 […]
In the dynamic realm of artificial intelligence, the convergence of GenAI and High-Performance Computing (HPC) is reshaping the landscape. Explore the advantages, challenges, and how the UbiOps and Bytesnet partnership is revolutionizing GenAI deployment. Advantages of HPC for GenAI applications 1. Unprecedented Speed HPC’s computational prowess is the driving force for Generative AI, delivering unparalleled […]
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 Technology
January 30, 2024 / February 20, 2024 by [email protected]
Most of the open-source models available on Huggingface come pre-trained on a large corpus of publicly available data, like WebText. In general, the size of these datasets give large language models (LLMs) an adequate performance for various use cases. For some, more specific, use cases, however, more domain specific knowledge is required for the LLM […]
Blog Product update
January 25, 2024 / January 25, 2024 by [email protected]
On the 25th of January 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: 4.3.0CLI version for this release: 3.3.0 https://www.youtube.com/watch?v=kT2gTdAEY4s Custom metrics After many requests, we have added functionality for tracking your own […]
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? […]
