Building an LLMOPs Pipeline

Utilize SageMaker Pipelines, JumpStart, and Clarify to Fine-Tune and Evaluate a Llama 7B Model

Ram Vegiraju
Towards Data Science
10 min readJan 18, 2024

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Image from Unsplash by Sigmund

2023 was the year that witnessed the rise of various Large Language Models (LLMs) in the Generative AI space. LLMs have incredible power and potential, but productionizing them has been a consistent challenge for users. An especially prevalent problem is what…

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