Mohlo by sa vám tiež páčiť

Viac informácií o knihe Building Private LLMs

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 55 bodov

Anotácia knihy

Public AI models are powerful. Private models are strategic.

Enterprises increasingly rely on large language models-but sending sensitive data to public APIs is not always acceptable. Businesses need control, customization, and compliance. This book shows how to build and fine-tune private, open-source LLMs tailored to specific business needs.

Building Private LLMs is a practical guide to selecting, fine-tuning, evaluating, and deploying open-source language models in secure, business-ready environments.

What You'll Learn in This Book

• When to use public APIs vs. private LLM deployments

• Selecting the right open-source model for your use case

• Fine-tuning strategies for domain-specific performance

• Instruction tuning and parameter-efficient training methods

• Dataset preparation and quality control

• Evaluation frameworks for business reliability

• Deployment options: on-prem, cloud, and hybrid

• Governance, compliance, and data privacy considerations

The focus is on practical implementation for real organizations, not research experiments.

Who This Book Is For

This guide is ideal for:

• AI engineers and ML practitioners

• Data scientists building internal AI tools

• Enterprise architects

• Technical founders building AI-first companies

• Organizations requiring data control and compliance

Familiarity with Python and machine learning concepts is recommended.

Why Private LLMs Matter for Business

Private deployments enable organizations to:

• Protect sensitive data

• Customize models for domain expertise

• Reduce long-term API dependency

• Optimize cost at scale

• Maintain regulatory compliance

This book teaches how to treat LLMs as infrastructure assets, not external black boxes.

Parametre knihy

• Celý názov: Building Private LLMs
• Podnázov: A Guide to Fine-Tuning Open-Source Models for Business
• Autor: THOMPSON CARTER
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 342
• EAN: 9798242460812
• ID: 51278686
• Nakladateľ: Independently published
• Hmotnosť: 459 g
• Rozmery: 229 × 152 × 18 mm
• Dátum vydania: 14. February 2026

---

---

---