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 ## Bonus Materials
 
-- [02_dataset-utilities](02_dataset-utilities) contains utility code that can be used for preparing an instruction dataset.
+- [02_dataset-utilities](02_dataset-utilities) contains utility code that can be used for preparing an instruction dataset
 
-- [03_model-evaluation](03_model-evaluation) contains utility code for evaluating instruction responses using a local Llama 3 model and the GPT-4 API.
+- [03_model-evaluation](03_model-evaluation) contains utility code for evaluating instruction responses using a local Llama 3 model and the GPT-4 API
 
 - [04_preference-tuning-with-dpo](04_preference-tuning-with-dpo) implements code for preference finetuning with Direct Preference Optimization (DPO)