Create python generator files for gsm symbolic templates

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abdulhakeem 2025-02-01 20:23:30 -06:00
parent ff13dc6825
commit 1e0dbc9875
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from random import Random
from typing import Dict, Any
def generate_from_variables(name1: str, name2: str, age_diff: int, age1: int) -> Dict[str, Any]:
age2 = age1 + age_diff
avg_age = (age1 + age2) // 2
question = f"{name1} and {name2} are currently {age_diff} years apart in age. If {name1}, who is younger than {name2}, is {age1} years old, what's the average of their ages?"
answer_cot = f"If {name1} is {age1} years old, {name2} is {age1}+{age_diff} = {age2} years old.\n" \
f"The sum of their ages is {age2}+{age1} = {age1+age2} years\n" \
f"The average age of the two is {age1+age2}/2 = {avg_age} years\n" \
f"#### {avg_age}"
return {
'question': question,
'answer': str(avg_age),
'answer_cot': answer_cot,
'answer_value': avg_age,
'variables': {
'name1': name1,
'name2': name2,
'age_diff': age_diff,
'age1': age1,
'age2': age2,
'avg_age': avg_age
}
}
def generate_example(rng: Random, difficulty: float = 1.0) -> Dict[str, Any]:
names = ["Emma", "Olivia", "Ava", "Isabella", "Sophia", "Mia", "Charlotte", "Amelia"]
name1, name2 = rng.sample(names, 2)
age_diff = int(rng.randint(5, int(30 * difficulty)))
age1 = int(rng.randint(15, int(75 * difficulty)))
# Ensure average is an integer
while (2 * age1 + age_diff) % 2 != 0:
age1 = int(rng.randint(15, int(75 * difficulty)))
result = generate_from_variables(name1, name2, age_diff, age1)
return {
'question': result['question'],
'answer': result['answer'],
'metadata': {
'difficulty': difficulty,
'answer_value': result['answer_value'],
'answer_cot': result['answer_cot'],
'variables': result['variables']
}
}
def original_example() -> Dict[str, Any]:
return generate_from_variables("Mia", "Emma", 16, 40)