Yann Stoneman – Medium

Yann Stoneman

Deploying Large Language Models on Amazon SageMaker

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

2 min readDec 4, 2023

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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…

2 min readNov 8, 2023

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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.

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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…

2 min readNov 7, 2023

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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…

2 min readNov 6, 2023

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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.

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Yann Stoneman

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

Getting Started with Amazon Bedrock in Postman

3 min readNov 2, 2023

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Yann Stoneman

Stop Making Your Own AWS Lambda Layers…

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

2 min readSep 22, 2022

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

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Yann Stoneman

Another Reason for AccessDenied in Amazon S3

is misspelling the bucket or key.

1 min readJun 5, 2022

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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.

6 min readFeb 28, 2022

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

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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

5 min readFeb 25, 2022

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A brick wall, which reminds me of log streams.

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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

7 min readFeb 16, 2022

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

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Yann Stoneman

Yann Stoneman

Solutions Architect. 13x AWS certified. All opinions are my own. Support this blog and others by becoming a member here: https://ystoneman.medium.com/membership

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