Cargando…
Pretrain Vision and Large Language Models in Python End-To-end Techniques for Building and Deploying Foundation Models on AWS /
Master the art of training vision and large language models with conceptual fundaments and industry-expert guidance. Learn about AWS services and design patterns, with relevant coding examples Key Features Learn to develop, train, tune, and apply foundation models with optimized end-to-end pipelines...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham :
Packt Publishing, Limited,
2023.
|
| Edición: | 1st edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- Table of Contents An Introduction to Pretraining Foundation Models Dataset Preparation: Part One Model Preparation Containers and Accelerators on the Cloud Distribution Fundamentals Dataset Preparation: Part Two, the Data Loader Finding the Right Hyperparameters Large-Scale Training on SageMaker Advanced Training Concepts Fine-Tuning and Evaluating Detecting, Mitigating, and Monitoring Bias How to Deploy Your Model Prompt Engineering MLOps for Vision and Language Future Trends in Pretraining Foundation Models.