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Module 8 of 8

Fine-Tuning LLMs

Adapt models to your domain: small language models, data strategy, parameter-efficient fine-tuning, alignment, quantisation and safe lifecycle management.

1. Introduction to SLMs
2. Domain Data Strategy
3. Efficient Fine-Tuning (PEFT)
4. Domain-Adaptive Pre-Training (DAPT)
5. Supervised Fine-Tuning (SFT) Implementation
6. Reasoning & Style Alignment
7. RAG-Aware Behaviour & Hallucination Control
8. Quantization & Deployment
9. Safety, Evaluation & Lifecycle Management

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