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LLM instruction fine-tuning
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Classroom Contents
Chat Fine-Tuning for LLMs - Instruction Format, Datasets, and Implementation
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- 1 LLM instruction fine-tuning
- 2 Why do instruction fine-tuning?
- 3 Understanding special tokens and stop tokens
- 4 Instruction fine-tuning format
- 5 Guanaco instruction fine-tuning
- 6 Llama 2 prompt format
- 7 chatml prompt format
- 8 Instruction fine-tuning datasets
- 9 Fine-tuning a model for chat in Jupyter lab
- 10 Chat fine-tuning results
- 11 Pro tips
