large language models

AI

Mistral Finetuning on Custom Data: Learn in 7 Mins!

This video is from Mervin Praison. In this tutorial, we dive deep into the world of AI model training with Ludwig, focusing on fine-tuning a large language model, Mistral, using the Alpaka dataset. This video is a comprehensive guide to using Ludwig, a low-code, scalable, and efficient framework for building custom AI modules. We’ll explore […]

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AI Large Language Models

Armchair Architects: LLMs & Vector Databases (Part 2)

In this episode of the Azure Enablement Show, Uli, Eric and David continue their discussion of vector databases and LLMS, including when to use prompt engineering, and the importance of fine-tuning your data. Uli suggests that there are two things that LLMs aren’t good at, then offers tips on workarounds. The conversation wraps up with […]

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AI Azure Generative AI Large Language Models

Armchair Architects: LLMs & Vector Databases (Part 1)

Vector databases are designed to store, manage, and index massive quantities of high-dimensional vector data efficiently that can help different types of queries, such as nearest neighbor. In this episode of the Azure Enblement Show, Uli, Eric and David discuss how vector databases convert data to integers, cover some of the use cases of vector […]

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AI Large Language Models

Armchair Architects: LLMs and Architects (Part 1)

In this inaugural episode of season four of the Armchair Architects series, David, Uli, and Eric dive into the work of Large Language Models (LLMs) and the impact they could have on the role of the cloud solution architect. This is the first part of a two-part episode. Resources • Large language models (LLMs) on […]

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AI Generative AI Large Language Models

Step by Step Tutorial on Autogen: Ollama integration 🤯

This video is from Mervin Praison. Discover the incredible journey of integrating AMA with Autogen using Ollama! This video is your gateway to unleashing the power of large language open-source models. Dive into the core of Autogen and see how seamlessly it synergises with Ollama through a hands-on tutorial. 🛠️ Code – https://mer.vin/2023/10/autogen-ollama-integration/ AutoGen Tutorials: […]

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AI AWS Generative AI

How to Get Started With Generative AI Using Amazon SageMaker

Generative AI enables organizations to innovate faster as well as reinvent customer experiences and applications. In this session, we’ll discuss best practices to deploy open source large language models (LLMs) using Amazon SageMaker. We’ll also show you how easy it is to access TII’s Falcon 40B, the #1 LLM on the Hugging Face Open LLM […]

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AI Large Language Models Security

Universal and Transferable Adversarial Attacks on Aligned Language Models Explained

This video from Gabriel Mongaras talks about attacks against LLMs. With the popularity of LLMs and the rush to implement them, security concerns are often thought of last, if at all. If history is any guide, then this will not end well. Paper found here: https://arxiv.org/abs/2307.15043 Demo here: https://llm-attacks.org/

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AWS Generative AI

How to Use Amazon SageMaker to Build Generative AI Applications

Learn how to fine-tune and deploy large language and vision models on Amazon SageMaker to build your generative AI applications. We explore popular generative AI use cases such image generation, search, chat, and document summarization. Join our experts for a deep dive conversation and interactive demo.

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