mirror of
https://github.com/open-thought/reasoning-gym.git
synced 2026-04-26 17:13:17 +00:00
64 lines
2.5 KiB
Python
64 lines
2.5 KiB
Python
from random import Random
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from typing import Dict, Any
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def generate_from_variables(name1: str, name2: str, name3: str, platform: str,
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mult1: int, mult2: int, n: int) -> Dict[str, Any]:
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base_friends = n // mult1 # Dorothy's friends
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charlie_friends = n # Charlie's friends
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james_friends = base_friends * mult2 # James's friends
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question = f"{name1} has {mult1} times as many {platform} friends as {name2}. {name3} has {mult2} times as many friends on {platform} as {name2}. If {name1} has {n} friends on {platform}, how many {platform} friends does {name3} have?"
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answer_cot = f"{name2} has {n} / {mult1} = {base_friends} {platform} friends.\n{name3} has {mult2} * {base_friends} = {james_friends} {platform} friends.\n#### {james_friends}"
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return {
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'question': question,
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'answer': str(james_friends),
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'answer_cot': answer_cot,
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'answer_value': james_friends,
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'variables': {
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'name1': name1,
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'name2': name2,
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'name3': name3,
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'platform': platform,
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'mult1': mult1,
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'mult2': mult2,
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'base_friends': base_friends,
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'charlie_friends': charlie_friends,
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'james_friends': james_friends
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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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names = ['Charlie', 'Dorothy', 'James', 'Sarah', 'Michael', 'Emily', 'David']
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platforms = ['Instagram', 'Twitter', 'LinkedIn', 'TikTok', 'Snapchat']
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name1, name2, name3 = rng.sample(names, 3)
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platform = rng.choice(platforms)
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# Generate multipliers that will be different
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mult1 = rng.randint(2, int(5 * difficulty))
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mult2 = rng.randint(2, int(5 * difficulty))
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while mult2 == mult1:
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mult2 = rng.randint(2, int(5 * difficulty))
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# Generate n that's divisible by mult1
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base = rng.randint(4, int(20 * difficulty))
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n = base * mult1
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result = generate_from_variables(name1, name2, name3, platform, mult1, mult2, n)
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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('Charlie', 'Dorothy', 'James', 'Facebook',
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3, 4, 12)
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