large language models

AI

What are AI Agents?

In this video, Maya Murad explores the evolution of AI agents and their pivotal role in revolutionizing AI systems. From monolithic models to compound AI systems, discover how AI agents integrate with databases and external tools to enhance problem-solving capabilities and adaptability.

Read More
AI Large Language Models

How Can Large Language Models Can Transform Legacy Enterprise Applications

The ability to adapt and innovate is crucial for any enterprise aiming to stay competitive. While legacy systems have served as the backbone of many organizations for decades, their limitations are becoming increasingly apparent. Enter large language models (LLMs)—a game-changing technology that can breathe new life into these aging systems. Thinking Beyond the Chatbot Here […]

Read More
AI

AI’s Dirty Little Secret

This video is from Sabine Hossenfelder. There’s a lot of talk about artificial intelligence these days, but what I find most interesting about AI no one ever talks about. It’s that we have no idea why they work as well as they do. I find this a very interesting problem because I think if we […]

Read More
AI Generative AI Large Language Models

RAG Explained

Oftentimes, GAI and RAG discussions are interconnected. Learn more about about RAG is and how it works alongside your databases, LLMs and vector databases for better results with Luv Aggarwal and Shawn Brennan. AI news moves fast. Sign up for a monthly newsletter for AI updates from IBM → https://ibm.biz/BdmP2c

Read More
AI Large Language Models

How to Run 70Bn Llama 3 Inference on a Single 4GB GPU

This video is from Rohan-Paul-AI. Code : https://github.com/rohan-paul/LLM-FineTuning-Large-Language-Models/blob/main/layered_inference_with_airllm_70B_LLM_Inference_on_a_Single_4GB_GPU.ipynb Airllm Github – https://github.com/lyogavin/Anima/tree/main/air_llm

Read More
AI Generative AI Large Language Models Startups

Mistral Raising at $5B Just 4 Months After Raising at $2B

Mistral, renowned for its open-source LLM contributions, is set to raise funds at a $5 billion valuation, a substantial increase from the $2 billion valuation just four months ago. This rapid valuation growth follows Mistral’s strategic partnership with Microsoft, leveraging non-open-source models through Azure to hint at substantial revenue paths. The company also recently released […]

Read More
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 […]

Read More
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 […]

Read More
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 […]

Read More