correcting broken/old functions and paths in original repo. logging to be fixed later.

This commit is contained in:
emilyworks 2024-11-14 04:06:13 +00:00
parent 45bc74dcb2
commit e614118830
10 changed files with 7798 additions and 37 deletions

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@ -0,0 +1,330 @@
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"ys": [
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"4 + 5 = 9 (left: 6 9 10)\n6 + 9 = 15 (left: 10 15)\n"
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"ys": [
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"4 + 5 = 9 (left: 6 9 10)\n6 + 9 = 15 (left: 10 15)\n10 + 15 = 25 (left: 25)\n"
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"4 + 5 = 9 (left: 6 9 10)\n6 + 9 = 15 (left: 10 15)\n10 + 15 = 25 (left: 25)\n"
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{
"step": 3,
"x": "4 5 6 10",
"ys": [
"4 + 5 = 9 (left: 6 9 10)\n6 + 9 = 15 (left: 10 15)\n10 + 15 = 25 (left: 25)\n"
],
"new_ys": [
"4 + 5 = 9 (left: 6 9 10)\n6 + 9 = 15 (left: 10 15)\n10 + 15 = 25 (left: 25)\n25 + 2 = 27 (left: 8 8 14 27)\n"
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"ys": [
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"new_ys": [
"1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n7 + 7 = 14 (left: 14)\n"
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"1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n7 + 7 = 14 (left: 14)\n"
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{
"step": 3,
"x": "1 2 4 7",
"ys": [
"1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n7 + 7 = 14 (left: 14)\n"
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"1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n7 + 7 = 14 (left: 14)\n14 + 2 = 16 (left: 8 8 16)\n"
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"step": 1,
"x": "2 5 8 11",
"ys": [
"2 + 5 = 7 (left: 7 8 11)\n"
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"new_ys": [
"2 + 5 = 7 (left: 7 8 11)\n7 + 8 = 15 (left: 11 15)\n"
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"2 + 5 = 7 (left: 7 8 11)\n7 + 8 = 15 (left: 11 15)\n"
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"ys": [
"2 + 5 = 7 (left: 7 8 11)\n7 + 8 = 15 (left: 11 15)\n"
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"new_ys": [
"2 + 5 = 7 (left: 7 8 11)\n7 + 8 = 15 (left: 11 15)\n11 + 15 = 26 (left: 26)\n"
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"2 + 5 = 7 (left: 7 8 11)\n7 + 8 = 15 (left: 11 15)\n11 + 15 = 26 (left: 26)\n"
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"step": 3,
"x": "2 5 8 11",
"ys": [
"2 + 5 = 7 (left: 7 8 11)\n7 + 8 = 15 (left: 11 15)\n11 + 15 = 26 (left: 26)\n"
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"new_ys": [
"2 + 5 = 7 (left: 7 8 11)\n7 + 8 = 15 (left: 11 15)\n11 + 15 = 26 (left: 26)\n26 + 2 = 28 (left: 8 8 14 28)\n"
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"ys": [
"2 + 5 = 7 (left: 7 8 11)\n7 + 8 = 15 (left: 11 15)\n11 + 15 = 26 (left: 26)\n26 + 2 = 28 (left: 8 8 14 28)\n"
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"step": 0,
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"ys": [
""
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"3 + 4 = 7 (left: 4 7 13)\n"
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"values": [
20.0
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"select_new_ys": [
"3 + 4 = 7 (left: 4 7 13)\n"
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{
"step": 1,
"x": "3 4 4 13",
"ys": [
"3 + 4 = 7 (left: 4 7 13)\n"
],
"new_ys": [
"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n"
],
"values": [
20.0
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"select_new_ys": [
"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n"
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},
{
"step": 2,
"x": "3 4 4 13",
"ys": [
"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n"
],
"new_ys": [
"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n11 + 13 = 24 (left: 24)\n"
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"values": [
0.0
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"select_new_ys": [
"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n11 + 13 = 24 (left: 24)\n"
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{
"step": 3,
"x": "3 4 4 13",
"ys": [
"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n11 + 13 = 24 (left: 24)\n"
],
"new_ys": [
"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n11 + 13 = 24 (left: 24)\nAnswer: (3 + 4) + (4 + 7) = 24\n"
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"values": [
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"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n11 + 13 = 24 (left: 24)\nAnswer: (3 + 4) + (4 + 7) = 24\n"
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}
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"idx": 903,
"ys": [
"3 + 4 = 7 (left: 4 7 13)\n4 + 7 = 11 (left: 11 13)\n11 + 13 = 24 (left: 24)\nAnswer: (3 + 4) + (4 + 7) = 24\n"
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@ -0,0 +1,412 @@
[
{
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"ys": [
""
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"new_ys": [
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0.0
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"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\n"
]
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"x": "1 1 4 6",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\n"
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"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
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]
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"step": 2,
"x": "1 1 4 6",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\n"
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"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\n"
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"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\n"
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],
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"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\n"
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}
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"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 4 6`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\n"
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""
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"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\n"
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"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\n"
]
},
{
"step": 1,
"x": "1 1 11 11",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"values": [
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"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
]
},
{
"step": 2,
"x": "1 1 11 11",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list 2, 8, 8, 14:\n"
],
"values": [
0.001
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"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list 2, 8, 8, 14:\n"
]
},
{
"step": 3,
"x": "1 1 11 11",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list 2, 8, 8, 14:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list 2, 8, 8, 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
],
"values": [
0
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"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list 2, 8, 8, 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
]
}
],
"idx": 1,
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. After performing an operation, the two numbers are replaced by the result, and the list is updated. Here are the possible next steps for the input `1 1 11 11`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list 2, 8, 8, 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
],
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"x": "1 1 3 8",
"ys": [
""
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"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\n"
],
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0.0
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"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\n"
]
},
{
"step": 1,
"x": "1 1 3 8",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
],
"values": [
0.001
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"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
]
},
{
"step": 2,
"x": "1 1 3 8",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"values": [
0.001
],
"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\n"
]
},
{
"step": 3,
"x": "1 1 3 8",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"values": [
0
],
"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
]
}
],
"idx": 2,
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 3 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"infos": [
{
"r": 0
}
],
"usage_so_far": {
"completion_tokens": 8876,
"prompt_tokens": 6219,
"cost": 0.7191299999999999
}
},
{
"steps": [
{
"step": 0,
"x": "1 1 1 8",
"ys": [
""
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\n"
],
"values": [
0.0
],
"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\n"
]
},
{
"step": 1,
"x": "1 1 1 8",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\n"
],
"values": [
0.001
],
"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\n"
]
},
{
"step": 2,
"x": "1 1 1 8",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
],
"values": [
0.001
],
"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
]
},
{
"step": 3,
"x": "1 1 1 8",
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
],
"new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"values": [
0
],
"select_new_ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
]
}
],
"idx": 3,
"ys": [
"To determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list and replace them with the result. Here are the possible next steps for the input `1 1 1 8`:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input \"2 8 8 14\":\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can perform arithmetic operations (addition, subtraction, multiplication, and division) on any two numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"infos": [
{
"r": 0
}
],
"usage_so_far": {
"completion_tokens": 11846,
"prompt_tokens": 8396,
"cost": 0.9626399999999999
}
},
{
"steps": [
{
"step": 0,
"x": "6 6 6 6",
"ys": [
""
],
"new_ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\n"
],
"values": [
0.0
],
"select_new_ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\n"
]
},
{
"step": 1,
"x": "6 6 6 6",
"ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\n"
],
"new_ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"values": [
0.0
],
"select_new_ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
]
},
{
"step": 2,
"x": "6 6 6 6",
"ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"new_ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
],
"values": [
0.0
],
"select_new_ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
]
},
{
"step": 3,
"x": "6 6 6 6",
"ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\n"
],
"new_ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"values": [
0.0
],
"select_new_ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
]
}
],
"idx": 4,
"ys": [
"To determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers in the list. Here are the possible next steps for the input `6 6 6 6`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input numbers 2, 8, 8, and 14:\nTo determine the possible next steps, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) to any pair of numbers from the list. Here are the possible next steps for the input list `2 8 8 14`:\n"
],
"infos": [
{
"r": 0
}
],
"usage_so_far": {
"completion_tokens": 15200,
"prompt_tokens": 10228,
"cost": 1.21884
}
}
]

View File

@ -0,0 +1,412 @@
[
{
"steps": [
{
"step": 0,
"x": "1 1 2 12",
"ys": [
""
],
"new_ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\n"
],
"values": [
0.001
],
"select_new_ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\n"
]
},
{
"step": 1,
"x": "1 1 2 12",
"ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\n"
],
"new_ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\n"
],
"values": [
0.001
],
"select_new_ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\n"
]
},
{
"step": 2,
"x": "1 1 2 12",
"ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\n"
],
"new_ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers you can perform using addition (+), subtraction (-), multiplication (*), and division (/) on any two numbers. Here are some possible next steps:\n"
],
"values": [
0.0
],
"select_new_ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers you can perform using addition (+), subtraction (-), multiplication (*), and division (/) on any two numbers. Here are some possible next steps:\n"
]
},
{
"step": 3,
"x": "1 1 2 12",
"ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers you can perform using addition (+), subtraction (-), multiplication (*), and division (/) on any two numbers. Here are some possible next steps:\n"
],
"new_ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers you can perform using addition (+), subtraction (-), multiplication (*), and division (/) on any two numbers. Here are some possible next steps:\nLet's consider the possible operations using the numbers 1, 1, 2, and 12. We can use addition (+), subtraction (-), multiplication (*), and division (/), and we perform these operations on two numbers at a time, replacing them with the result. Here are the possible next steps:\n"
],
"values": [
0
],
"select_new_ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers you can perform using addition (+), subtraction (-), multiplication (*), and division (/) on any two numbers. Here are some possible next steps:\nLet's consider the possible operations using the numbers 1, 1, 2, and 12. We can use addition (+), subtraction (-), multiplication (*), and division (/), and we perform these operations on two numbers at a time, replacing them with the result. Here are the possible next steps:\n"
]
}
],
"idx": 5,
"ys": [
"Given the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/), but only between two numbers at a time. Here are the possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers. You can use addition (+), subtraction (-), multiplication (*), and division (/) for any two numbers in the set. Here are some possible next steps:\nGiven the input numbers 1, 1, 2, and 12, let's consider the possible operations and the resulting sets of numbers you can perform using addition (+), subtraction (-), multiplication (*), and division (/) on any two numbers. Here are some possible next steps:\nLet's consider the possible operations using the numbers 1, 1, 2, and 12. We can use addition (+), subtraction (-), multiplication (*), and division (/), and we perform these operations on two numbers at a time, replacing them with the result. Here are the possible next steps:\n"
],
"infos": [
{
"r": 0
}
],
"usage_so_far": {
"completion_tokens": 2736,
"prompt_tokens": 2250,
"cost": 0.23166
}
},
{
"steps": [
{
"step": 0,
"x": "1 2 2 6",
"ys": [
""
],
"new_ys": [
"1 + 2 = 3 (left: 2 3 6) \n"
],
"values": [
0.0
],
"select_new_ys": [
"1 + 2 = 3 (left: 2 3 6) \n"
]
},
{
"step": 1,
"x": "1 2 2 6",
"ys": [
"1 + 2 = 3 (left: 2 3 6) \n"
],
"new_ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\n"
],
"values": [
0.0
],
"select_new_ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\n"
]
},
{
"step": 2,
"x": "1 2 2 6",
"ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\n"
],
"new_ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, we need to consider combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division). Here are the possible next steps:\n"
],
"values": [
0.001
],
"select_new_ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, we need to consider combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division). Here are the possible next steps:\n"
]
},
{
"step": 3,
"x": "1 2 2 6",
"ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, we need to consider combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division). Here are the possible next steps:\n"
],
"new_ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, we need to consider combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division). Here are the possible next steps:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, let's consider all combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division) where applicable.\n"
],
"values": [
0
],
"select_new_ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, we need to consider combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division). Here are the possible next steps:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, let's consider all combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division) where applicable.\n"
]
}
],
"idx": 6,
"ys": [
"1 + 2 = 3 (left: 2 3 6) \nTo determine the possible next steps, we need to consider combinations of two numbers from the list and apply basic arithmetic operations (addition, subtraction, multiplication, and division) to them. Let's go through each pair:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, we need to consider combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division). Here are the possible next steps:\nTo determine the possible next steps from the list of numbers 2, 8, 8, and 14, let's consider all combinations of two numbers and apply basic arithmetic operations (addition, subtraction, multiplication, and division) where applicable.\n"
],
"infos": [
{
"r": 0
}
],
"usage_so_far": {
"completion_tokens": 6159,
"prompt_tokens": 4465,
"cost": 0.50349
}
},
{
"steps": [
{
"step": 0,
"x": "1 1 10 12",
"ys": [
""
],
"new_ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\n"
],
"values": [
0.0
],
"select_new_ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\n"
]
},
{
"step": 1,
"x": "1 1 10 12",
"ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\n"
],
"new_ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\n"
],
"values": [
0.001
],
"select_new_ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\n"
]
},
{
"step": 2,
"x": "1 1 10 12",
"ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\n"
],
"new_ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\nGiven the input numbers 2, 8, 8, and 14, you can combine two of these numbers using basic arithmetic operations (addition, subtraction, multiplication, or division, where applicable) to determine the possible next steps. Below are the possible combinations and their results:\n"
],
"values": [
0.001
],
"select_new_ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\nGiven the input numbers 2, 8, 8, and 14, you can combine two of these numbers using basic arithmetic operations (addition, subtraction, multiplication, or division, where applicable) to determine the possible next steps. Below are the possible combinations and their results:\n"
]
},
{
"step": 3,
"x": "1 1 10 12",
"ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\nGiven the input numbers 2, 8, 8, and 14, you can combine two of these numbers using basic arithmetic operations (addition, subtraction, multiplication, or division, where applicable) to determine the possible next steps. Below are the possible combinations and their results:\n"
],
"new_ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\nGiven the input numbers 2, 8, 8, and 14, you can combine two of these numbers using basic arithmetic operations (addition, subtraction, multiplication, or division, where applicable) to determine the possible next steps. Below are the possible combinations and their results:\nGiven the input numbers 2, 8, 8, and 14, you can choose two numbers and combine them using basic arithmetic operations. Here are the possible combinations and their outcomes:\n"
],
"values": [
0
],
"select_new_ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\nGiven the input numbers 2, 8, 8, and 14, you can combine two of these numbers using basic arithmetic operations (addition, subtraction, multiplication, or division, where applicable) to determine the possible next steps. Below are the possible combinations and their results:\nGiven the input numbers 2, 8, 8, and 14, you can choose two numbers and combine them using basic arithmetic operations. Here are the possible combinations and their outcomes:\n"
]
}
],
"idx": 7,
"ys": [
"To determine the possible next steps, we combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can proceed with the input \"1 1 10 12\":\nTo determine the possible next steps, you can combine two numbers from the list and replace them with the result of one of the basic arithmetic operations: addition, subtraction, multiplication, or division (if applicable). Here's how you can do it with the input list [2, 8, 8, 14]:\nGiven the input numbers 2, 8, 8, and 14, you can combine two of these numbers using basic arithmetic operations (addition, subtraction, multiplication, or division, where applicable) to determine the possible next steps. Below are the possible combinations and their results:\nGiven the input numbers 2, 8, 8, and 14, you can choose two numbers and combine them using basic arithmetic operations. Here are the possible combinations and their outcomes:\n"
],
"infos": [
{
"r": 0
}
],
"usage_so_far": {
"completion_tokens": 8576,
"prompt_tokens": 6708,
"cost": 0.7158
}
},
{
"steps": [
{
"step": 0,
"x": "2 2 10 10",
"ys": [
""
],
"new_ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\n"
],
"values": [
0.0
],
"select_new_ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\n"
]
},
{
"step": 1,
"x": "2 2 10 10",
"ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\n"
],
"new_ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\n"
],
"values": [
0.0
],
"select_new_ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\n"
]
},
{
"step": 2,
"x": "2 2 10 10",
"ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\n"
],
"new_ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) on any pair of numbers from the list. Here are the possible next steps:\n"
],
"values": [
0.0
],
"select_new_ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) on any pair of numbers from the list. Here are the possible next steps:\n"
]
},
{
"step": 3,
"x": "2 2 10 10",
"ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) on any pair of numbers from the list. Here are the possible next steps:\n"
],
"new_ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) on any pair of numbers from the list. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers, and replace those two numbers with the result of the operation. Here are the possible next steps:\n"
],
"values": [
0
],
"select_new_ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) on any pair of numbers from the list. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers, and replace those two numbers with the result of the operation. Here are the possible next steps:\n"
]
}
],
"idx": 8,
"ys": [
"Here's the list of possible next steps for the input `2 2 10 10`:\nTo find the possible next steps for the input `2 2 10 10`, we can consider applying basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers and replacing them with the result. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) on any pair of numbers from the list. Here are the possible next steps:\nTo find the possible next steps for the input `2 2 10 10`, we can apply basic arithmetic operations (addition, subtraction, multiplication, and division) between any two numbers, and replace those two numbers with the result of the operation. Here are the possible next steps:\n"
],
"infos": [
{
"r": 0
}
],
"usage_so_far": {
"completion_tokens": 11716,
"prompt_tokens": 8883,
"cost": 0.9694499999999999
}
},
{
"steps": [
{
"step": 0,
"x": "1 1 1 12",
"ys": [
""
],
"new_ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\n"
],
"values": [
0.001
],
"select_new_ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\n"
]
},
{
"step": 1,
"x": "1 1 1 12",
"ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\n"
],
"new_ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\n"
],
"values": [
0.001
],
"select_new_ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\n"
]
},
{
"step": 2,
"x": "1 1 1 12",
"ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\n"
],
"new_ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations:\n"
],
"values": [
0.001
],
"select_new_ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations:\n"
]
},
{
"step": 3,
"x": "1 1 1 12",
"ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations:\n"
],
"new_ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations:\n1 + 1 = 2 (left: 1 1 2 12)\n"
],
"values": [
0
],
"select_new_ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations:\n1 + 1 = 2 (left: 1 1 2 12)\n"
]
}
],
"idx": 9,
"ys": [
"Given the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing arithmetic operations (addition, subtraction, multiplication, division) between any two numbers:\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations (addition, subtraction, multiplication, and division):\nGiven the input numbers 1, 1, 1, and 12, here are the possible next steps you can take by performing basic arithmetic operations:\n1 + 1 = 2 (left: 1 1 2 12)\n"
],
"infos": [
{
"r": 0
}
],
"usage_so_far": {
"completion_tokens": 13066,
"prompt_tokens": 11097,
"cost": 1.11687
}
}
]

View File

@ -17,3 +17,6 @@ tqdm==4.65.0
urllib3==2.0.2
yarl==1.9.2
pandas==2.0.3
transformers
torch

26
run.py
View File

@ -1,12 +1,16 @@
import os
import json
import argparse
import time
from tot.tasks import get_task
from tot.methods.bfs import solve, naive_solve
from tot.models import gpt_usage
from src.tot.tasks import get_task
from src.tot.methods.bfs import solve, naive_solve
from src.tot.models import gpt_usage
def run(args):
'''
main run function
'''
task = get_task(args.task)
logs, cnt_avg, cnt_any = [], 0, 0
if args.naive_run:
@ -16,6 +20,7 @@ def run(args):
os.makedirs(os.path.dirname(file), exist_ok=True)
for i in range(args.task_start_index, args.task_end_index):
# solve
if args.naive_run:
ys, info = naive_solve(args, task, i)
@ -41,17 +46,26 @@ def run(args):
def parse_args():
'''
Determines the conditions for the run.
'''
args = argparse.ArgumentParser()
args.add_argument('--backend', type=str, choices=['gpt-4', 'gpt-3.5-turbo'], default='gpt-4')
args.add_argument('--temperature', type=float, default=0.7)
#what model to use
args.add_argument('--backend', type=str, choices=['gpt-4o', 'gpt-4o-mini', 'other'], default='gpt-4o')
#what temperature to use
args.add_argument('--temperature', type=float, default=0.0)
#the problem task
args.add_argument('--task', type=str, required=True, choices=['game24', 'text', 'crosswords'])
#which tasks from the data file to solve
args.add_argument('--task_start_index', type=int, default=900)
args.add_argument('--task_end_index', type=int, default=1000)
args.add_argument('--naive_run', action='store_true')
args.add_argument('--prompt_sample', type=str, choices=['standard', 'cot']) # only used when method_generate = sample, or naive_run
args.add_argument('--method_generate', type=str, choices=['sample', 'propose'])
args.add_argument('--method_evaluate', type=str, choices=['value', 'vote'])
args.add_argument('--method_select', type=str, choices=['sample', 'greedy'], default='greedy')

View File

@ -1,7 +1,7 @@
import itertools
import numpy as np
from functools import partial
from tot.models import inference_model
from ..models import inference_model
def get_value(task, x, y, n_evaluate_sample, cache_value=True):
value_prompt = task.value_prompt_wrap(x, y)
@ -14,6 +14,9 @@ def get_value(task, x, y, n_evaluate_sample, cache_value=True):
return value
def get_values(task, x, ys, n_evaluate_sample, cache_value=True):
# ys = list(set(ys))
# print(ys)
values = []
local_value_cache = {}
for y in ys: # each partial output
@ -23,6 +26,7 @@ def get_values(task, x, ys, n_evaluate_sample, cache_value=True):
value = get_value(task, x, y, n_evaluate_sample, cache_value=cache_value)
local_value_cache[y] = value
values.append(value)
# print(values)
return values
def get_votes(task, x, ys, n_evaluate_sample):
@ -33,6 +37,7 @@ def get_votes(task, x, ys, n_evaluate_sample):
def get_proposals(task, x, y):
propose_prompt = task.propose_prompt_wrap(x, y)
print("prompt proposed -- now running inference...")
proposals = inference_model(propose_prompt, n=1, stop=None)[0].split('\n')
return [y + _ + '\n' for _ in proposals]
@ -49,24 +54,34 @@ def get_samples(task, x, y, n_generate_sample, prompt_sample, stop):
def solve(args, task, idx, to_print=True):
global inference_model
inference_model = partial(inference_model, model=args.backend, temperature=args.temperature)
print(inference_model)
# print(inference_model)
x = task.get_input(idx) # input
ys = [''] # current output candidates
infos = []
for step in range(task.steps):
print("Started Steps!!")
# generation
if args.method_generate == 'sample':
new_ys = [get_samples(task, x, y, args.n_generate_sample, prompt_sample=args.prompt_sample, stop=task.stops[step]) for y in ys]
elif args.method_generate == 'propose':
# elif args.method_generate == 'propose':
else:
new_ys = [get_proposals(task, x, y) for y in ys]
new_ys = list(itertools.chain(*new_ys))
ids = list(range(len(new_ys)))
print("Starting eval!!")
# evaluation
if args.method_evaluate == 'vote':
values = get_votes(task, x, new_ys, args.n_evaluate_sample)
elif args.method_evaluate == 'value':
values = get_values(task, x, new_ys, args.n_evaluate_sample)
print("THESE ARE THE VALUES")
print(values)
print("********")
print("Starting selection!!")
# selection
if args.method_select == 'sample':
ps = np.array(values) / sum(values)

View File

@ -1,7 +1,7 @@
import os
import openai
from openai import OpenAI
import backoff
from transformers import AutoTokenizer, AutoModelForCausalLM
completion_tokens = prompt_tokens = 0
@ -21,26 +21,28 @@ if api_base != "":
### Model Inference ###
#######################
def inference_model(prompt, model="gpt-4", temperature=0.7, max_tokens=1000, n=1, stop=None, vllm=False, quant=False) -> list:
def inference_model(prompt, model="gpt-4o", temperature=0.7, max_tokens=1000, n=1, stop=None, vllm=False, quant=False) -> list:
'''
Driver function for model inference.
'''
# print("made it into driver.")
if model == "llama_3.2" and vllm:
return llama_32(prompt, quant, vllm, temperature, max_tokens, n, stop)
else:
messages = [{"role": "user", "content": prompt}]
return chatgpt(prompt, model=model, temperature=temperature, max_tokens=max_tokens, n=n, stop=stop)
messages = [{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": prompt}]
return chatgpt(model=model, messages=messages, temperature=temperature, max_tokens=max_tokens, n=n, stop=stop)
def llama_32(prompt, quant, vllm, temperature, max_tokens, n, stop): #will add vllm support later
def llama_32(prompt, temperature, max_tokens, n, stop, quant=None, vllm=None): #will add vllm support later
'''
Use llama3.2 for inference
'''
if quant:
tokenizer = AutoTokenizer.from_pretrained("meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8")
model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8")
else:
tokenizer = AutoTokenizer.from_pretrained("meta-llama/Llama-3.2-3B")
model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.2-3B")
# if quant:
# tokenizer = AutoTokenizer.from_pretrained("meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8")
# model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8")
# else:
tokenizer = AutoTokenizer.from_pretrained("meta-llama/Llama-3.2-3B")
model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.2-3B")
inputs = tokenizer(prompt, return_tensors="pt")
outputs = hf_model(model, inputs, temperature, max_tokens, n, stop)
@ -62,29 +64,40 @@ def hf_model(model, input_tokens, temperature=0.7, max_tokens=1000, n=1, stop=No
return outputs
@backoff.on_exception(backoff.expo, openai.error.OpenAIError)
# @backoff.on_exception(backoff.expo, openai.error.OpenAIError)
def completions_with_backoff(**kwargs):
return openai.ChatCompletion.create(**kwargs)
return client.chat.completions.create(**kwargs)
def chatgpt(messages, model="gpt-4", temperature=0.7, max_tokens=1000, n=1, stop=None) -> list:
global completion_tokens, prompt_tokens
outputs = []
client = OpenAI()
while n > 0:
cnt = min(n, 20) #never generate more than 20 outputs per same input
n -= cnt
res = completions_with_backoff(model=model, messages=messages, temperature=temperature, max_tokens=max_tokens, n=cnt, stop=stop)
outputs.extend([choice["message"]["content"] for choice in res["choices"]])
# print("made it into n loop")
# res = completions_with_backoff(model=model, messages=messages, temperature=temperature, n=cnt, stop=stop)
# print(messages)
res = client.chat.completions.create(model=model, messages=messages, temperature=temperature, n=cnt, stop=stop)
# print("got result from chatgpt")
# print(cnt)
# print(res)
res_answer = res.choices[0].message.content
# print(res_answer)
outputs.extend(res_answer.split('\n'))
# print(outputs)
# print(f"{n} inference complete. now logging...")
# log completion tokens
completion_tokens += res["usage"]["completion_tokens"]
prompt_tokens += res["usage"]["prompt_tokens"]
completion_tokens += res.usage.completion_tokens
prompt_tokens += res.usage.prompt_tokens
return outputs
def gpt_usage(backend="gpt-4"):
def gpt_usage(backend="gpt-4o"):
global completion_tokens, prompt_tokens
if backend == "gpt-4":
if backend == "gpt-4o":
cost = completion_tokens / 1000 * 0.06 + prompt_tokens / 1000 * 0.03
elif backend == "gpt-3.5-turbo":
cost = completion_tokens / 1000 * 0.002 + prompt_tokens / 1000 * 0.0015

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@ -1,12 +1,12 @@
def get_task(name):
if name == 'game24':
from tot.tasks.game24 import Game24Task
from src.tot.tasks.game24 import Game24Task
return Game24Task()
elif name == 'text':
from tot.tasks.text import TextTask
from src.tot.tasks.text import TextTask
return TextTask()
elif name == 'crosswords':
from tot.tasks.crosswords import MiniCrosswordsTask
from src.tot.tasks.crosswords import MiniCrosswordsTask
return MiniCrosswordsTask()
else:
raise NotImplementedError

View File

@ -2,8 +2,8 @@ import re
import os
import sympy
import pandas as pd
from tot.tasks.base import Task, DATA_PATH
from tot.prompts.game24 import *
from src.tot.tasks.base import Task, DATA_PATH
from src.tot.prompts.game24 import *
def get_current_numbers(y: str) -> str: