Yann StonemanDeploying Large Language Models on Amazon SageMakerThe increasing size of AI models has made deployment more challenging. Model parallelism helps.·2 min read·Dec 4, 2023----
Yann StonemanBoosting AI Training Efficiency: The Power of Sharded Data Parallelism with Amazon SageMakerAmazon SageMaker has a library that includes the technique sharded data parallelism, which can increase model training and costs by about…·2 min read·Nov 8, 2023----
Yann StonemanStreamlining Model Logging and Auditing with AWS BedrockAs Amazon’s Bedrock service continues to gain traction, many companies are seeking best practices for model logging and auditing. In this…·2 min read·Nov 7, 2023----
Yann StonemanTaming Titans — LLM Training with SageMaker and Hugging FaceMarch 2022 brought users closer to mastering the scale required for large language models (LLMs) thanks to Amazon SageMaker. Features from…·2 min read·Nov 6, 2023--1--1
Yann StonemanAccessing Amazon Bedrock’s Models with AWS Credentials in Postman: A Step-by-Step GuideGetting Started with Amazon Bedrock in Postman·3 min read·Nov 2, 2023----
Yann StonemanStop Making Your Own AWS Lambda Layers……if they are already available in the AWS Serverless Application Repository.2 min read·Sep 22, 2022--1--1
Yann StonemanAnother Reason for AccessDenied in Amazon S3is misspelling the bucket or key.1 min read·Jun 5, 2022----
Yann StonemaninAWS in Plain EnglishWhy Encrypting Your CloudWatch Logs With KMS Is Easier Than You ThinkHow you can prove it to cybersecurity and what it means to your infrastructure lifecycle.6 min read·Feb 28, 2022--1--1
Yann StonemanTop Tips for Preparing and Passing the Confluent Certified Developer for Apache Kafka (CCDAK) ExamWhy You Should Get this Certification, Resources for Learning, and the Exam Experience5 min read·Feb 25, 2022--1--1
Yann StonemanTop Tips for Preparing and Passing the AWS Certified Data Analytics Specialty ExamAnd Why to Get This Certification, the Exam Experience, and Resources for Learning7 min read·Feb 16, 2022----