Pretrain Vision and Large Language Models in Python: End-to-end techniques for building and deploying foundation models (repost
Pretrain Vision and Large Language Models in Python:
End-to-end techniques for building and deploying foundation models on AWS
English | 2023 | ISBN: 9781804618257 | 258 Pages | PDF EPUB (True) | 15 MB
End-to-end techniques for building and deploying foundation models on AWS
English | 2023 | ISBN: 9781804618257 | 258 Pages | PDF EPUB (True) | 15 MB
Foundation models have forever changed machine learning. From BERT to ChatGPT, CLIP to Stable Diffusion, when billions of parameters are combined with large datasets and hundreds to thousands of GPUs, the result is nothing short of record-breaking. The recommendations, advice, and code samples in this book will help you pretrain and fine-tune your own foundation models from scratch on AWS and Amazon SageMaker, while applying them to hundreds of use cases across your organization.