Fine-Tuning and Alignment Engineering: LoRA, DPO, RLHF, and Domain Adaptation for Production LLMs (Production AI Engineering Series) - Softcover
Book 18 of 20: Production AI Engineering Series
Synopsis
Master the Art of Customizing LLMs for Production
In the rapidly evolving world of artificial intelligence, building generic models is no longer enough. Fine-Tuning and Alignment Engineering is your comprehensive, hands-on guide to taking pre-trained large language models and tailoring them to deliver enterprise-grade performance, safety, and domain-specific expertise.
Written specifically for machine learning engineers, AI researchers, and technical leaders, this practical handbook bypasses theoretical abstraction to deliver production-ready patterns, mathematical foundations, and real-world code structures for 2026 and beyond.
Inside this end-to-end engineering handbook, you will discover:- Parameter-Efficient Fine-Tuning (PEFT): Master the mathematics and implementation of LoRA, QLoRA, and weight updates on single A100 GPUs.
- Advanced Alignment Techniques: Dive deep into Direct Preference Optimization (DPO), Reinforcement Learning from Human Feedback (RLHF), PPO, and Group Relative Policy Optimization (GRPO).
- Domain Adaptation: Implement highly secure, compliant adaptations for complex legal, medical, and coding environments.
- Production Deployment: Architect low-latency serving pipelines using vLLM, TensorRT-LLM, speculative decoding, and multi-LoRA routing.
- MLOps & Governance: Build robust validation harnesses, evaluation pipelines, and continuous feedback loops.
Whether you are fine-tuning specialized medical assistants or scaling a code-generation platform, this guide provides the exact blueprints required to design, train, and deploy high-performing, aligned LLMs at scale. Transform your organization's AI strategy from standard API wrapper to proprietary powerhouse today!
"synopsis" may belong to another edition of this title.
Search results for Fine-Tuning and Alignment Engineering: LoRA, DPO, RLHF,...
Stock Image
Fine-Tuning and Alignment Engineering: LoRA, DPO, RLHF, and Domain Adaptation for Production LLMs (Production AI Engineering Series)
Print on DemandSeller: California Books, Miami, FL, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Print on Demand. Seller Inventory # I-9798185127865
Stock Image
Fine-Tuning and Alignment Engineering
Seller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # L2-9798185127865
Stock Image
Fine-Tuning and Alignment Engineering
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # L2-9798185127865
Buy New
US$ 15.50
US$ 4.39 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Fine-Tuning and Alignment Engineering : LoRA, DPO, RLHF, and Domain Adaptation for Production LLMs
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. Neuware. Seller Inventory # 9798185127865
Buy New
US$ 16.43
US$ 69.16 shipping
Ships from Germany to U.S.A.
Ships from Germany to U.S.A.
Quantity: 2 available