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(name: str, pieces1: int, pieces2: int) -> Dict[str, Any]:
half_pieces1 = pieces1 // 2
total_pieces = half_pieces1 + pieces2
question = f"{name} finished half of a {pieces1} piece puzzle, and then started and finished another {pieces2} piece puzzle within an hour. How many puzzle pieces did {name} place during that hour?"
answer_cot = f"{name} did 1/2 * {pieces1} pieces = {half_pieces1} pieces.\n{name} completed {half_pieces1} pieces + {pieces2} pieces = {total_pieces} pieces.\n#### {total_pieces}"
return {
'question': question,
'answer': str(total_pieces),
'answer_cot': answer_cot,
'answer_value': total_pieces,
'variables': {
'name': name,
'puzzle1_pieces': pieces1,
'puzzle2_pieces': pieces2,
'half_puzzle1': half_pieces1,
'total_pieces': total_pieces
}
}
def generate_example(rng: Random, difficulty: float = 1.0) -> Dict[str, Any]:
names = ["Teddy", "Tommy", "Billy", "Jimmy", "Bobby", "Danny"]
name = rng.choice(names)
# Generate random puzzle sizes that are even numbers
puzzle1 = int(rng.randint(100, int(500 * difficulty)) // 2 * 2)
puzzle2 = int(rng.randint(300, int(1000 * difficulty)) // 2 * 2)
result = generate_from_variables(name, puzzle1, puzzle2)
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("Teddy", 500, 500)