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Fine Tuning LLM Practical Implementation and Adaptation: Domain Specific Model Training, Optimization Strategies, and Responsible Deployment

by Zhao Colton
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Current price ₹1,706.00
Original price ₹1,898.00
Original price ₹1,898.00
Original price ₹1,898.00
(-10%)
₹1,706.00
Current price ₹1,706.00

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Book cover type: Paperback
  • ISBN13: 9798250340892
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 174
  • Original Price: GBP 15.0
  • Language: English
  • Edition: N/A
  • Item Weight: 313 grams
  • BISAC Subject(s): Languages / Python

While foundation models provide powerful general intelligence, real-world applications often require domain adaptation, improved consistency, and controlled outputs.
In Practical LLM Fine-Tuning and Adaptation, Zhao Colton presents a structured guide to customizing large language models for specialized tasks.
This book explores:

  1. Fine-tuning fundamentals and model adaptation theory
  2. Supervised fine-tuning workflows
  3. Dataset preparation and curation strategies
  4. Instruction tuning and alignment techniques
  5. Evaluation benchmarks and quality measurement
  6. Parameter-efficient fine-tuning (PEFT) methods
  7. Safety and bias considerations
  8. Deployment pipelines and performance monitoring
The book balances conceptual understanding with implementation strategy, helping practitioners understand not only how to fine-tune models but when it is appropriate to do so.
Readers will gain clarity on designing responsible, efficient, and maintainable model adaptation pipelines suitable for production systems.

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