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AI Articles

Keep up to date with the latest techniques, tools, and research in artificial intelligence. Our AI code alongs focus on data science, uses, & responsible AI practices.
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Machine Learning

Fine-tuning Open Source LLMs with Mistral

Andrea, a Computing Engineer at CERN, and Josep, a Data Scientist at the Catalan Tourist Board, will walk you through the steps needed to customize the open-source Mistral LLM.

Josep Ferrer

Andrea Valenzuela

Machine Learning

Deep Learning on Rails with PyTorch Lightning

In this session, you'll learn how to create a simple deep learning model using PyTorch Lightning. You'll work through the steps of defining and training the model, making predictions, and evaluating model performance.

Luca Antiga

Machine Learning

Using GPT on Azure

Find out how you can spin up a pay-as-you-go instance of OpenAI, and you’ll build a few simple applications that show the power of LLMs and GenAI against your data.

Dave Wentzel

Machine Learning

Chat with Your Documents Using GPT & LangChain

In this code-along, Andrea Valenzuela, Computing Engineer at CERN, and Josep Ferrer Sanchez, Data Scientist at the Catalan Tourist Board, will walk you through building an AI system that can query your documents & data using LangChain & the OpenAI API.

Andrea Valenzuela

Josep Ferrer

Machine Learning

Evaluating LLM Responses

In this session, we cover the different evaluations that are useful for reducing hallucination and improving retrieval quality of LLMs.

Josh Reini