Transformers The Definitive Guide (Early Early)

This comprehensive guide, tailored especially for intermediate to advanced ML engineers, data scientists, and researchers, fills the gap. Author Nicole Koenigstein guides readers through the versatile applications of transformer models, not only deepening theoretical understanding but also emphasizing actionable strategies for real-world applications.
You'll discover how to
Apply transformers in nontext domains like image and music generation
Optimize GPU usage and model training times
Deploy and monitor transformer models effectively in production environments
Utilize libraries such as Ray Tune and Optuna for advanced model tuning