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Ch 23: LLM Fine-Tuning Strategy
LLM Training Lifecycle
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LLM Inference & Healthcare AI
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In this chapter
Decision Cascade
When NOT to Fine-Tune
When to Fine-Tune
Key Terms
LoRA
LoRA Deep Dive
QLoRA
QLoRA Deep Dive
DPO
Distillation
Model Selection
GPU Requirements
GPU Infrastructure
Cost Analysis
Data Preparation
Real-World Results
Healthcare Case Study
Fine-Tuning Team
Medical Model Code