mirror of
https://github.com/open-thought/reasoning-gym.git
synced 2026-04-25 17:10:51 +00:00
60 lines
2.4 KiB
Python
60 lines
2.4 KiB
Python
from random import Random
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from typing import Dict, Any
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def generate_from_variables(n1: int, sport1: str, sport2: str, sport3: str,
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n2: int, n3: int, multiplier: int) -> Dict[str, Any]:
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n_volleyball = n1 * multiplier
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n_soccer = n2 + n3
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total = n1 + n_volleyball + n_soccer
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question = f"There are {n1} students playing {sport1} and twice that number playing {sport2}. There are {n2} boys and {n3} girls playing {sport3}. If each student only participates in one group, how many students are there in total?"
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answer_cot = f"There are {n1} x {multiplier} = {n_volleyball} students playing {sport2}.\nThere are {n2} + {n3} = {n_soccer} students playing {sport3}.\nIn total there are {n1} + {n_volleyball} + {n_soccer} = {total} students.\n#### {total}"
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return {
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'question': question,
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'answer': str(total),
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'answer_cot': answer_cot,
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'answer_value': total,
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'variables': {
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'tennis_players': n1,
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'volleyball_players': n_volleyball,
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'soccer_boys': n2,
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'soccer_girls': n3,
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'total_soccer': n_soccer,
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'total_students': total,
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'sports': [sport1, sport2, sport3]
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}
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}
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def generate_example(rng: Random, difficulty: float = 1.0) -> Dict[str, Any]:
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sports = ['basketball', 'badminton', 'table tennis', 'football', 'volleyball']
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sport1, sport2, sport3 = rng.sample(sports, 3)
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# Generate numbers based on difficulty
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n1 = int(rng.randint(4, int(21 * difficulty)))
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n2 = int(rng.randint(10, int(31 * difficulty)))
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n3 = int(rng.randint(10, int(31 * difficulty)))
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multiplier = 2 # "twice" that number
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# Check condition
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while n1 * multiplier + n2 + n3 > 250:
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n1 = int(rng.randint(4, int(21 * difficulty)))
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n2 = int(rng.randint(10, int(31 * difficulty)))
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n3 = int(rng.randint(10, int(31 * difficulty)))
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result = generate_from_variables(n1, sport1, sport2, sport3, n2, n3, multiplier)
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return {
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'question': result['question'],
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'answer': result['answer'],
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'metadata': {
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'difficulty': difficulty,
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'answer_value': result['answer_value'],
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'answer_cot': result['answer_cot'],
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'variables': result['variables']
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}
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}
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def original_example() -> Dict[str, Any]:
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return generate_from_variables(6, 'tennis', 'volleyball', 'soccer', 16, 22, 2)
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