Ralph's Blog about this and that (RSS | Atom)

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AWS Lambda with Python, Poetry, and Pulumi

Published: 26. September 2024  •  python, aws

In this blog post, I will show you how to write a simple AWS Lambda function using Python, build it with Poetry, and deploy it with Pulumi.

Run GPU workloads on AWS Batch

Published: 1. October 2024  •  python, aws

This blog post shows you how to set up a batch job on AWS Batch with GPU support using Python, Pulumi, and Poetry.

Fine-tune a LLM

Published: 27. October 2024  •  python, llm

In this blog post, I will show you how to fine-tune a large language model for a specific task and improve the quality of the generated text.