Generate Synthetic Examples From Templates
Beginner
The problem, from first principles
Hand-writing thousands of training or eval examples is slow. If a whole family of examples shares the same structure -- "What is {n1} + {n2}?" with different numbers plugged in -- a template plus a list of values to substitute generates as many examples as needed, mechanically and consistently.
The task
Write generate_pairs(templates, variable_sets) that fills in every template with every variable set (a cross product), in template-major order: all of the first template's fills before moving to the second template.
Keywords
production-systemssynthetic-data
Python
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