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.
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.
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
- min_pass_rate (float): Minimum pass rate to pass the test.
- prob (float): Controls the proportion of words to be changed.
|I live in London, United Kingdom since 2019||I live in London, United Kingdom since two thousand and nineteen|
|I can’t move to the USA because they have an average of 100 tornadoes a year, and I’m terrified of them||I can’t move to the USA because they have an average of one hundred tornadoes a year, and I’m terrified of them|