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Everything there is to know about LLMOps
Introduction When Google released the paper Attention is all you need, which introduced a new neural network architecture for sequence modelling, called Transformers, the foundation for Large...
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When should you fine-tune your LLM?
It’s not even been a year since OpenAI released ChatGPT, the chatbot that revolutionized artificial intelligence (AI) and launched it into the mainstream. Since then, everybody has been talking about...
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French startup Emersio launches unique financial platform on UbiOps
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...
View ArticleTurinTech AI partners with UbiOps to optimise machine learning code for...
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...
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New UbiOps features October 2023
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...
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Deploy Stable Diffusion model to UbiOps (easily and quickly)
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...
View ArticleBest ways to support AI workloads
Best Ways to Support AI Workloads Artificial intelligence promises tremendous benefits for organizations, but taking machine learning models into production presents challenges. Models require...
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Intermax, Guida, and UbiOps signed a partnership agreement
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...
View ArticleUbiOps becomes NVIDIA AI Enterprise partner: pioneering the future of AI
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...
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Deploy Mistral in under 10 minutes
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...
View ArticleFalcon LLM fine-tuning
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...
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UbiOps Compute Platform
Has your organization been deploying a variety of Machine Learning (ML) or cloud-native applications? Then most likely you have been using Kubernetes or similar orchestration tools and services such...
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Deploy Falcon-7b-instruct in under 15 minutes using UbiOps
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:...
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New UbiOps features January 2024
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...
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Implementing RAG for your LLM (Mistral)
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...
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Which LLM to choose for your use case?
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...
View ArticleGenAI & HPC, a perfect match
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...
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6 Generative AI (GenAI) trends to expect in 2024
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...
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Deploy Mixtral in under 15 minutes using UbiOps
What can you get out of this guide? In this guide, we explain how to: Create a UbiOps account Create a code environment Create your Mixtral deployment Create a deployment version Make an API call to...
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Top 6 current LLM applications and use cases
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...
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