Beatriz Stollnitz – Medium

Beatriz Stollnitz

Beatriz Stollnitz
in
Towards Data Science

Add Your Own Data to an LLM Using Retrieval-Augmented Generation (RAG)

Learn how to add your own proprietary data to a pre-trained LLM using a prompt-based technique called Retrieval-Augmented Generation.

21 min readSep 29, 2023

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Add Your Own Data to an LLM Using Retrieval-Augmented Generation (RAG)

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Beatriz Stollnitz
in
Towards Data Science

The Transformer Architecture of GPT Models

Learn the details of the Transformer architecture

22 min readJul 25, 2023

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The Transformer Architecture of GPT Models

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Beatriz Stollnitz
in
Towards Data Science

How GPT Models Work

Learn the core concepts behind OpenAI’s GPT models

14 min readMay 20, 2023

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How GPT Models Work

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Beatriz Stollnitz
in
PyTorch

Distributed training with PyTorch and Azure ML

Suppose you have a very large PyTorch model, and you’ve already tried many common tricks to speed up training: you optimized your code, you…

5 min readJan 5, 2023

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Distributed training with PyTorch and Azure ML

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Beatriz Stollnitz
in
PyTorch

Faster training and inference using the Azure Container for PyTorch in Azure ML

If you’ve ever wished that you could speed up the training of a large PyTorch model, then this post is for you! The Azure ML team has…

4 min readDec 9, 2022

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Faster training and inference using the Azure Container for PyTorch in Azure ML

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Beatriz Stollnitz
in
PyTorch

Training your PyTorch model using components and pipelines in Azure ML

In this post, we’ll explore how you can take your PyTorch model training to the next level, using Azure ML. In particular, we’ll see how…

5 min readNov 15, 2022

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Training your PyTorch model using components and pipelines in Azure ML

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Beatriz Stollnitz
in
PyTorch

Training and deploying your PyTorch model in the cloud with Azure ML

You’ve been training your PyTorch models on your machine, and getting by just fine. Why would you want to train and deploy them in the…

10 min readNov 15, 2022

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Training and deploying your PyTorch model in the cloud with Azure ML

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Beatriz Stollnitz

Beatriz Stollnitz

Bea Stollnitz is a principal developer advocate at Microsoft, focusing on Azure OpenAI, Azure ML, and other AI/ML technologies.

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