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by Nicole Koenigstein

Published
2025
ISBN-13
9781633437883

Transformers in Action

Adapting pre-trained models to new tasks

Transformers from first principles with Jupyter notebooks: architecture, math, fine-tuning, bias mitigation.

About the book

Nicole Koenigstein (Quantmate CAO) introduces transformers and LLMs with careful attention to design and mathematics. Includes executable Jupyter notebooks demonstrating optimization, HuggingFace adaptation, and responsible ethics. Designed for data scientists and ML engineers who want to move beyond black-box usage.

Summary

Summary coming soon!

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