Llmops: Managing Large Language Models in Production
暫譯: Llmops:在生產環境中管理大型語言模型

Aryan, Abi

  • 出版商: O'Reilly
  • 出版日期: 2025-08-26
  • 售價: $2,530
  • 貴賓價: 9.5$2,404
  • 語言: 英文
  • 頁數: 281
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1098154207
  • ISBN-13: 9781098154202
  • 相關分類: Large language model
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Are you wrestling with the complexities of deploying and managing large language models? The rapid evolution of AI technologies demands robust solutions that can streamline development, enhance security, and scale effectively. However, the lack of clear guidance can make navigating this landscape daunting.

Enter this much needed book by Abi Aryan--a vital resource poised to transform your approach to MLOps. This comprehensive guide equips you with the essential techniques and tools to develop, deploy, and manage large language models efficiently. Whether you're a seasoned AI practitioner or just stepping into the field, this book is your gateway to mastering LLMOps, ensuring your projects are not just functional but flourishing.

By reading, you will:

  • Gain a robust understanding of data versioning, experiment tracking, and model deployment
  • Understand the architectures of models like OpenAI ChatGPT and how to fine-tune them
  • Learn how to implement critical security measures and comply with privacy regulations
  • Explore using Flask and Kubernetes to deploy models, optimizing for both performance and cost
  • Discover how to integrate cutting-edge tools like ChatGPT and Whisper

商品描述(中文翻譯)

您是否在部署和管理大型語言模型的複雜性中掙扎?人工智慧技術的快速演變需要強大的解決方案,以簡化開發、增強安全性並有效擴展。然而,缺乏明確的指導使得在這個領域中導航變得艱難。

這本由Abi Aryan撰寫的書籍正是您所需的資源,將徹底改變您對MLOps的看法。這本全面的指南為您提供了開發、部署和高效管理大型語言模型所需的基本技術和工具。無論您是經驗豐富的AI從業者還是剛踏入這個領域,這本書都是您掌握LLMOps的入門之鑰,確保您的項目不僅僅是可運行的,而是蓬勃發展的。

通過閱讀本書,您將:
- 獲得對數據版本控制、實驗追蹤和模型部署的深入理解
- 了解像OpenAI ChatGPT這樣的模型架構以及如何進行微調
- 學習如何實施關鍵的安全措施並遵守隱私法規
- 探索如何使用Flask和Kubernetes來部署模型,優化性能和成本
- 發現如何整合尖端工具,如ChatGPT和Whisper