Yann Stoneman – Medium

Yann Stoneman

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Yann Stoneman

Deploying Large Language Models on Amazon SageMaker

The increasing size of AI models has made deployment more challenging. Model parallelism helps.

Dec 4, 2023

a retro race car in vertical take-off from a nasa launch site, in mid-air, pointing upward toward the moon with firework exhaust, in a hyperrealistic cloudy sunset

Dec 4, 2023

Yann Stoneman

Boosting AI Training Efficiency: The Power of Sharded Data Parallelism with Amazon SageMaker

Amazon SageMaker has a library that includes the technique sharded data parallelism, which can increase model training and costs by about…

Nov 8, 2023

Shattered shards of a stained glass piece strewn across a cobblestone street, creating a mosaic of vivid colors. In the background, an individual walks by buildings painted in bright orange and blue hues, under a clear sky.

Nov 8, 2023

Yann Stoneman

Streamlining Model Logging and Auditing with AWS Bedrock

As Amazon’s Bedrock service continues to gain traction, many companies are seeking best practices for model logging and auditing. In this…

Nov 7, 2023

Colorful digital cityscape with tall buildings, swirling clouds, and silhouetted figures walking towards a radiant sunset on a cobblestone path.

Nov 7, 2023

Yann Stoneman

Taming Titans — LLM Training with SageMaker and Hugging Face

March 2022 brought users closer to mastering the scale required for large language models (LLMs) thanks to Amazon SageMaker. Features from…

Nov 6, 2023

Abstract digital art featuring a vibrant mosaic of interlocking shapes with a stained glass effect, showcasing a spectrum of colors including blues, reds, yellows, and oranges.

Nov 6, 2023

Yann Stoneman

Accessing Amazon Bedrock’s Models with AWS Credentials in Postman: A Step-by-Step Guide

Getting Started with Amazon Bedrock in Postman

Nov 2, 2023

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Nov 2, 2023

Yann Stoneman

Stop Making Your Own AWS Lambda Layers…

…if they are already available in the AWS Serverless Application Repository.

Sep 22, 2022

Layers of multi-colored leaves or thin bread — it’s hard to tell.

Sep 22, 2022

Yann Stoneman

Another Reason for AccessDenied in Amazon S3

is misspelling the bucket or key.

Jun 5, 2022

Yann Stoneman
in
AWS in Plain English

Why Encrypting Your CloudWatch Logs With KMS Is Easier Than You Think

How you can prove it to cybersecurity and what it means to your infrastructure lifecycle.

Feb 28, 2022

Why Encrypting Your CloudWatch Logs With KMS Is Easier Than You Think

Feb 28, 2022

Yann Stoneman

Top Tips for Preparing and Passing the Confluent Certified Developer for Apache Kafka (CCDAK) Exam

Why You Should Get this Certification, Resources for Learning, and the Exam Experience

Feb 25, 2022

A brick wall, which reminds me of log streams.

Feb 25, 2022

Yann Stoneman

Top Tips for Preparing and Passing the AWS Certified Data Analytics Specialty Exam

And Why to Get This Certification, the Exam Experience, and Resources for Learning

Feb 16, 2022

Top Tips for Preparing and Passing the AWS Certified Data Analytics Specialty Exam

Feb 16, 2022