The LLM Engineering Bible [All-in-One]: Everything on How to Build, Deploy, and Scale Production-Ready AI Systems in 30 Days. Includes Practical and U
暫譯: LLM 工程聖經 [全方位]: 30 天內構建、部署和擴展生產就緒 AI 系統的所有內容。包含實用和 U
Romans, Paul
- 出版商: Paul Romans
- 出版日期: 2025-09-05
- 售價: $2,540
- 貴賓價: 9.5 折 $2,413
- 語言: 英文
- 頁數: 362
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798330254774
- ISBN-13: 9798330254774
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相關分類:
Large language model
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相關主題
商品描述
Updated 2025 Edition
Ready to build, develop, and scale LLM systems that actually work?
This comprehensive, full-color guide gives you the framework to go from concept to production in just 30 days.
You're Not Just Learning LLMs - You're Engineering the FutureUnlike generic AI handbooks, this guide is written for practitioners who want real systems, not just toy projects. You'll learn to think like an LLM engineer, design scalable architectures, and master the workflows that leading companies already use to ship AI products at scale.
What's Inside The LLM Engineering Bible- Build and Fine-Tune Your Own LLM: From raw data to task-specific refinement with reproducible workflows.
- Design Scalable Architectures: Implement production-ready systems with pipelines, orchestration, and monitoring.
- Master RAG and Inference Optimization: Integrate retrieval-augmented generation, accelerate performance, and manage latency.
- Apply Alignment and Evaluation: Minimize bias, cut costs, and improve results with targeted feedback loops.
- Structured Progression: Each chapter builds on the last, guiding you from fundamentals to advanced system design.
- Hands-On Content: Workflows, code samples, and real-world use cases you can apply immediately.
- Clarity Over Overload: Complex topics explained simply, focused on applied engineering that works in production.
The demand for skilled LLM engineers has never been higher. Companies now pay six-figure salaries to those who can design and scale these systems. But the window is closing as the field matures.
If you're ready to level up from LLM user to system architect, this book gives you the roadmap. Whether you want to grow your career, launch an AI startup, or simply build systems that don't break at scale, The LLM Engineering Bible is your guide.
Order your copy now and take the first step toward mastering the design, deployment, and optimization of LLM systems that deliver in the real world.
商品描述(中文翻譯)
2025年更新版
準備好構建、開發和擴展實際運作的LLM系統了嗎?
這本全面的全彩指南為您提供了從概念到生產的框架,只需30天。
您不僅是在學習LLM - 您是在工程未來與一般的AI手冊不同,這本指南是為那些想要真正系統而非玩具項目的實踐者所寫。您將學會像LLM工程師一樣思考,設計可擴展的架構,並掌握領先公司已經用來大規模交付AI產品的工作流程。
LLM工程聖經的內容-
構建和微調您自己的LLM:從原始數據到特定任務的精細調整,使用可重複的工作流程。 -
設計可擴展的架構:實施生產就緒的系統,包括管道、編排和監控。 -
掌握RAG和推理優化:整合檢索增強生成,加速性能,並管理延遲。 -
應用對齊和評估:最小化偏見、降低成本,並通過針對性的反饋循環改善結果。
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結構化的進展:每一章都建立在前一章的基礎上,指導您從基礎知識到高級系統設計。 -
實作內容:工作流程、代碼範例和您可以立即應用的實際案例。 -
清晰勝於過載:複雜主題簡單解釋,專注於在生產中有效的應用工程。
對熟練LLM工程師的需求從未如此之高。公司現在願意支付六位數的薪水給那些能夠設計和擴展這些系統的人。但隨著這個領域的成熟,機會窗口正在縮小。
如果您準備好從LLM使用者升級為系統架構師,這本書將為您提供路線圖。無論您是想提升職業生涯、啟動AI創業公司,還是僅僅構建不會在擴展時崩潰的系統,《LLM工程聖經》都是您的指南。
立即訂購您的副本,邁出掌握設計、部署和優化能在現實世界中交付的LLM系統的第一步。