mirror of
https://github.com/princeton-nlp/tree-of-thought-llm
synced 2024-11-22 08:08:35 +00:00
134 lines
2.8 KiB
Python
134 lines
2.8 KiB
Python
# 5-shot
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standard_prompt = '''Use numbers and basic arithmetic operations (+ - * /) to obtain 24.
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Input: 4 4 6 8
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Answer: (4 + 8) * (6 - 4) = 24
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Input: 2 9 10 12
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Answer: 2 * 12 * (10 - 9) = 24
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Input: 4 9 10 13
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Answer: (13 - 9) * (10 - 4) = 24
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Input: 1 4 8 8
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Answer: (8 / 4 + 1) * 8 = 24
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Input: 5 5 5 9
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Answer: 5 + 5 + 5 + 9 = 24
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Input: {input}
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'''
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# 5-shot
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cot_prompt = '''Use numbers and basic arithmetic operations (+ - * /) to obtain 24. Each step, you are only allowed to choose two of the remaining numbers to obtain a new number.
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Input: 4 4 6 8
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Steps:
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4 + 8 = 12 (left: 4 6 12)
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6 - 4 = 2 (left: 2 12)
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2 * 12 = 24 (left: 24)
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Answer: (6 - 4) * (4 + 8) = 24
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Input: 2 9 10 12
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Steps:
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12 * 2 = 24 (left: 9 10 24)
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10 - 9 = 1 (left: 1 24)
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24 * 1 = 24 (left: 24)
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Answer: (12 * 2) * (10 - 9) = 24
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Input: 4 9 10 13
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Steps:
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13 - 10 = 3 (left: 3 4 9)
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9 - 3 = 6 (left: 4 6)
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4 * 6 = 24 (left: 24)
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Answer: 4 * (9 - (13 - 10)) = 24
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Input: 1 4 8 8
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Steps:
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8 / 4 = 2 (left: 1 2 8)
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1 + 2 = 3 (left: 3 8)
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3 * 8 = 24 (left: 24)
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Answer: (1 + 8 / 4) * 8 = 24
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Input: 5 5 5 9
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Steps:
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5 + 5 = 10 (left: 5 9 10)
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10 + 5 = 15 (left: 9 15)
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15 + 9 = 24 (left: 24)
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Answer: ((5 + 5) + 5) + 9 = 24
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Input: {input}
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'''
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# 1-shot
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propose_prompt = '''Input: 2 8 8 14
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Possible next steps:
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2 + 8 = 10 (left: 8 10 14)
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8 / 2 = 4 (left: 4 8 14)
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14 + 2 = 16 (left: 8 8 16)
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2 * 8 = 16 (left: 8 14 16)
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8 - 2 = 6 (left: 6 8 14)
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14 - 8 = 6 (left: 2 6 8)
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14 / 2 = 7 (left: 7 8 8)
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14 - 2 = 12 (left: 8 8 12)
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Input: {input}
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Possible next steps:
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'''
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value_prompt = '''Evaluate if given numbers can reach 24 (sure/likely/impossible)
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10 14
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10 + 14 = 24
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sure
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11 12
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11 + 12 = 23
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12 - 11 = 1
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11 * 12 = 132
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11 / 12 = 0.91
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impossible
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4 4 10
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4 + 4 + 10 = 8 + 10 = 18
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4 * 10 - 4 = 40 - 4 = 36
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(10 - 4) * 4 = 6 * 4 = 24
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sure
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4 9 11
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9 + 11 + 4 = 20 + 4 = 24
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sure
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5 7 8
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5 + 7 + 8 = 12 + 8 = 20
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(8 - 5) * 7 = 3 * 7 = 21
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I cannot obtain 24 now, but numbers are within a reasonable range
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likely
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5 6 6
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5 + 6 + 6 = 17
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(6 - 5) * 6 = 1 * 6 = 6
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I cannot obtain 24 now, but numbers are within a reasonable range
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likely
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10 10 11
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10 + 10 + 11 = 31
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(11 - 10) * 10 = 10
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10 10 10 are all too big
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impossible
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1 3 3
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1 * 3 * 3 = 9
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(1 + 3) * 3 = 12
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1 3 3 are all too small
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impossible
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{input}
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'''
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value_last_step_prompt = '''Use numbers and basic arithmetic operations (+ - * /) to obtain 24. Given an input and an answer, give a judgement (sure/impossible) if the answer is correct, i.e. it uses each input exactly once and no other numbers, and reach 24.
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Input: 4 4 6 8
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Answer: (4 + 8) * (6 - 4) = 24
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Judge:
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sure
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Input: 2 9 10 12
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Answer: 2 * 12 * (10 - 9) = 24
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Judge:
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sure
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Input: 4 9 10 13
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Answer: (13 - 9) * (10 - 4) = 24
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Judge:
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sure
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Input: 4 4 6 8
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Answer: (4 + 8) * (6 - 4) + 1 = 25
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Judge:
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impossible
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Input: 2 9 10 12
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Answer: 2 * (12 - 10) = 24
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Judge:
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impossible
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Input: 4 9 10 13
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Answer: (13 - 4) * (10 - 9) = 24
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Judge:
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impossible
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Input: {input}
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Answer: {answer}
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Judge:''' |