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Model Evaluation -
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Classroom Contents
Fine-tuning Large Language Models (LLMs) with Example Code
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- 1 Intro -
- 2 What is Fine-tuning? -
- 3 Why Fine-tune -
- 4 3 Ways to Fine-tune -
- 5 Supervised Fine-tuning in 5 Steps -
- 6 3 Options for Parameter Tuning -
- 7 Low-Rank Adaptation LoRA -
- 8 Example code: Fine-tuning an LLM with LoRA -
- 9 Load Base Model -
- 10 Data Prep -
- 11 Model Evaluation -
- 12 Fine-tuning with LoRA -
- 13 Fine-tuned Model -
