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Technical writing on applied machine learning, generative AI and MLOps.

Fine-tune MPT-7B on Amazon SageMaker

Learn how to prepare a dataset and create a training job to fine-tune MPT-7B on Amazon SageMaker.

17 min read · June 20, 2023

2023 · llm fine-tuning sagemaker
Fast and Scalable Hyperparameter Tuning and Cross-validation in AWS SageMaker

Using SageMaker Managed Warm Pools.

13 min read · March 03, 2023

2023 · hyperparameter-tuning sagemaker aws