Data Curation Recipes

Here are some simple data curation recipes to get you started with generating synthetic data at scale using Curator:

• Generating a diverse QA dataset

• Curate Reasoning data with Claude-3.7 Sonnet

• Using SimpleStrat block for generating diverse data

• Using SimpleStrat block for generating diverse data

In addition to these examples, we also have the following larger examples in our github repo:

Task	Link(s)	Goal
Reasoning dataset generation (Bespoke Stratos)	Code	Generate the Bespoke-Stratos-17k dataset, focusing on reasoning traces from math, coding, and problem-solving datasets.
Reasoning dataset generation (Open Thoughts)	Code	Generate the Open-Thoughts-114k dataset, focusing on reasoning traces from math, coding, and problem-solving datasets.
3Blue1Brown video generation	Code	Generate videos similar to 3Blue1Brown and render them using code execution.