dataset thinning Dataset Thinning for faster fine-tuning of LLMs The quantity of the dataset is often confused with the quantity. Datasets with large corpus of data aren't the best when it comes to fine-tuning. Here's how to speed up fine-tuning and improve the performance of your model with dataset thinning.