Large Language Models Ops for Finance: A Practical Guide to Infrastructure, Implementation, and Innovation
Large Language Models Ops for Finance: A Practical Guide to Infrastructure, Implementation, and Innovation
English | 2025 | ASIN: B0FB35G6N1 | 298 Pages | PDF EPUB (True) | 6 MB
English | 2025 | ASIN: B0FB35G6N1 | 298 Pages | PDF EPUB (True) | 6 MB
Highlighting the benefits and challenges of LLMs in financial contexts, the book starts with the necessary infrastructure setup, covering both hardware and software requirements. It offers a balanced discussion on cloud versus on-premises solutions, enabling you to make informed decisions based on their specific needs. Training and fine-tuning LLMs are critical components of effective deployment, and this book offers best practices, from data preparation to advanced fine-tuning techniques. It also delves into deployment strategies, with practical advice on building deployment pipelines, monitoring performance, and optimizing operations.