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Deploy your model
September 19, 2024 / January 13, 2025 by [email protected]
In this guide, we will take you through the newly released Phi-3.5 Small Language Models (SLMs). Which saw updates to Microsoft’s two existing Phi 3 SLMs: Phi-3.5-mini & Phi-3.5-vision, and the release of a new Phi model: the Phi-3.5 Mixture-of-Experts (MoE). We’ll also deploy the newly updated Phi-3.5-mini-instruct to UbiOps using UbiOps’s Command Line Interface […]
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Deploy your model Functionality
August 23, 2024 / August 23, 2024 by [email protected]
In recent times we’ve seen that open-source LLMs like Mixtral and Llama are starting to rival the performance of some proprietary LLMs. One of the things to consider when working with open-source models though is that they do not come ready to go for every use case out of the box, like the lack of […]
July 31, 2024 / July 31, 2024 by [email protected]
In this guide, we’ll take you through the release of the new update from MetaAI. This update saw changes to the existing Llama 3 8B & 70B models, while also releasing a new model with 405B parameters (Llama 3.1 405B). We’ll also deploy a quantized version of the Llama 3.1 8B Instruct model to UbiOps. […]
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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 […]
Deploy your model LLM
April 25, 2024 / April 25, 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 Llama 3 8B? Llama 3 is the most recent model of the Llama series developed by Meta. It comes in two sizes, the […]
April 18, 2024 / April 18, 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 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 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 […]
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 […]
