Number To Word

This test provides a convenient way to convert numerical values in text into their equivalent words. It is particularly useful for applications that require handling or processing textual data containing numbers.

alias_name: number_to_word

To test QA models, we are using QAEval from Langchain where we need to use the model itself or other ML model for evaluation, which can make mistakes.

Config

number_to_word:
    min_pass_rate: 0.8
    prob: 0.5 # Defaults to 1.0, which means all words will be transformed.

You can adjust the level of transformation in the sentence by using the “prob” parameter, which controls the proportion of words to be changed during number_to_word test.

• min_pass_rate (float): Minimum pass rate to pass the test.
• prob (float): Controls the proportion of words to be changed.

Examples