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Update Automated MNLP evaluation report (2026-05-19)

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  # Automated MNLP evaluation report
2
 
3
- - **Model repo:** [`cs-552-2026-taadmin/math_model`](https://huggingface.co/cs-552-2026-taadmin/math_model)
4
- - **Owner(s):** group **taadmin**
5
- - **Generated at:** 2026-05-03T02:20:59+00:00 (UTC)
6
  - **Pipeline:** [mnlp-project-ci](https://github.com/eric11eca/mnlp-project-ci)
7
 
8
  _This PR is opened automatically by the course CI. It is **non-blocking** — you do not need to merge it. The next nightly run will refresh this file._
9
 
10
  ## Summary
11
 
12
- | Benchmark | Metric | Accuracy | # problems | Status |
13
- |---|---|---:|---:|---|
14
- | Math | `pass@8` | 0.3000 | 10 | ok |
15
- | Knowledge | `pass@1` | — | — | not run |
16
- | Multilingual | `pass@1` | — | — | not run |
17
- | Safety | `pass@1` | — | — | not run |
18
 
19
  ## Sample completions
20
 
 
 
21
  ### Math
22
 
23
- **Correct** (2 shown)
 
 
 
 
 
24
 
25
- - **prompt** (truncated): `Determine the remainder obtained when the polynomial \((5x+9)^{611}+(x+5)^{11}+(x-1)^{11}+3x^2+1\) is divided by \(x+2\).`
26
- - **reference**: `12`
27
- - **extracted answers** (7/8 correct, ✓✓✓✗✓✓✓✓):
28
- - `12`
29
- - `12`
30
- - `12`
31
- - `<no answer>`
32
- - `12`
33
- - `12`
34
- - `12`
35
- - `12`
36
- - **raw completions**:
37
- - completion 1:
38
  ```text
39
  <think>
40
- Okay, so I need to find the remainder when this big polynomial is divided by x + 2. Hmm, I remember that when you divide a polynomial by x + a, the remainder is just the value of the polynomial evaluated at x = -a. So, in this case, since the divisor is x + 2, the remainder should be the polynomial evaluated at x = -2. Let me write that down:
41
 
42
- Remainder = P(-2), where P(x) = (5x + 9)^611 + (x + 5)^11 + (x - 1)^11 + 3x² + 1.
43
 
44
- So I need to compute P(-2). Let me calculate each term step by step.
45
 
46
- First term: (5x + 9)^611 evaluated at x = -2. Let me compute 5*(-2) + 9. That's -10 + 9 = -1. So the first term becomes (-1)^611. Now, 611 is an odd number, so (-1)^611 = -1. Got that.
 
47
 
48
- Second...
49
- ```
50
- - completion 2:
51
- ```text
52
- <think>
53
- Okay, so I need to find the remainder when this big polynomial is divided by x + 2. Hmm, I remember that when you divide a polynomial by x - a, the remainder is just the value of the polynomial at x = a. But here, the divisor is x + 2, which is the same as x - (-2). So, according to the Remainder Theorem, the remainder should be the value of the polynomial evaluated at x = -2. That makes sense. So, I just need to plug in x = -2 into the polynomial and compute the result. Let me write that down.
54
 
55
- The polynomial is (5x + 9)^611 + (x + 5)^11 + (x - 1)^11 + 3x² + 1. Let me substitute x = -2 into each term.
56
 
57
- First term: (5*(-2) + 9)^611. Let me compute 5*(-2) which is -10, then add 9: -10...
58
- ```
59
-
60
- - **prompt** (truncated): `Determine the distance, in units, between the points (2, −6) and (−4, 3), and write your answer in simplest radical form.`
61
- - **reference**: `3\sqrt{13}`
62
- - **extracted answers** (8/8 correct, ✓✓✓✓✓✓✓✓):
63
- - `3\sqrt{13}`
64
- - `3\sqrt{13}`
65
- - `3\sqrt{13}`
66
- - `3\sqrt{13}`
67
- - `3\sqrt{13}`
68
- - `3\sqrt{13}`
69
- - `3\sqrt{13}`
70
- - `3\sqrt{13}`
71
- - **raw completions**:
72
- - completion 1:
73
- ```text
74
- <think>
75
- Okay, so I need to find the distance between the two points (2, -6) and (-4, 3). Hmm, I remember there's a formula for the distance between two points in a coordinate plane. Let me think... Oh right, the distance formula is derived from the Pythagorean theorem. It's something like the square root of [(x2 - x1) squared plus (y2 - y1) squared]. Let me write that down to make sure.
76
 
77
- So the formula is: distance = √[(x2 - x1)² + (y2 - y1)²]. Yeah, that sounds right. Let me check. If I have two points, say (x1, y1) and (x2, y2), then the horizontal distance is x2 - x1 and the vertical distance is y2 - y1. Then, the distance between them is the hypotenuse of a right triangle with those two...
78
- ```
79
- - completion 2:
80
- ```text
81
- <think>
82
- Okay, so I need to find the distance between the two points (2, −6) and (−4, 3). Hmm, I remember there's a formula for the distance between two points in a coordinate plane. Let me try to recall. I think it's something like the square root of the sum of the squares of the differences in the x-coordinates and y-coordinates. Wait, let me make sure.
83
 
84
- Right, the distance formula is derived from the Pythagorean theorem. If you have two points, (x1, y1) and (x2, y2), then the distance between them is √[(x2 - x1)² + (y2 - y1)²]. Yeah, that sounds right. So I need to plug in the coordinates of the two points into this formula.
85
 
86
- Let me write down the coordinates. The first point is (2, −6),...
87
- ```
88
-
89
- **Incorrect** (2 shown)
90
-
91
- - **prompt** (truncated): `For a 4-question math test, each question’s topic is selected randomly and independently from the set {algebra, combinatorics, geometry, number theory}. Conditional on the test containing at least one algebra question, at least one combinatorics question, and at least one geometry question, determine the probability that it also contains at least one number theory question.`
92
- - **reference**: `\frac{2}{5}`
93
- - **extracted answers** (0/8 correct, ✗✗✗✗✗✗✗✗):
94
- - `<no answer>`
95
- - `<no answer>`
96
- - `<no answer>`
97
- - `<no answer>`
98
- - `<no answer>`
99
- - `<no answer>`
100
- - `<no answer>`
101
- - `\dfrac{2}{5}`
102
- - **raw completions**:
103
- - completion 1:
104
- ```text
105
- <think>
106
- Okay, so I need to find the probability that a 4-question math test, where each question is randomly selected from algebra, combinatorics, geometry, and number theory, also contains at least one number theory question, given that it has at least one of each of algebra, combinatorics, and geometry.
107
 
108
- First, let me make sure I understand the problem correctly. The test has 4 questions, each question is independently chosen from the four topics: algebra, combinatorics, geometry, number theory. But we are given that the test contains at least one algebra, at least one combinatorics, and at least one geometry question. So we need to find the probability that it also contains at least one...
109
- ```
110
- - completion 2:
111
- ```text
112
- <think>
113
- Okay, so I need to find the probability that a 4-question math test, where each question is randomly selected from algebra, combinatorics, geometry, and number theory, has at least one number theory question given that it has at least one of each of algebra, combinatorics, and geometry.
114
 
115
- First, let me make sure I understand the problem. The test has 4 questions, each question is independently chosen from the four topics. But we are given that the test contains at least one algebra, at least one combinatorics, and at least one geometry question. So, we need to find the probability that it also contains at least one number theory question under this condition.
116
 
117
- So, this is a condition...
118
- ```
119
-
120
- - **prompt** (truncated): `Let \(S\) denote the collection of all ordered triples \((a,b,c)\) of positive integers that can occur as the side lengths of a triangle. Determine the value of
121
- \[
122
- \sum_{(a,b,c)\in S}\frac{2^a}{3^b5^c}.
123
- \]`
124
- - **reference**: `\frac{17}{21}`
125
- - **extracted answers** (0/8 correct, ✗✗✗✗✗✗✗✗):
126
- - `<no answer>`
127
- - `<no answer>`
128
- - `<no answer>`
129
- - `<no answer>`
130
- - `<no answer>`
131
- - `<no answer>`
132
- - `<no answer>`
133
- - `<no answer>`
134
- - **raw completions**:
135
- - completion 1:
136
- ```text
137
- <think>
138
- Okay, so I need to find the sum of 2^a / 3^b 5^c for all ordered triples (a, b, c) of positive integers that can form a triangle. Hmm, let me start by recalling some basics about triangles and their side lengths.
 
 
 
 
139
 
140
- First, for three positive integers a, b, c to form a triangle, they must satisfy the triangle inequality. That is, the sum of any two sides must be greater than the third. So, the conditions are:
 
 
 
 
 
 
141
 
142
- a + b > c,
143
- a + c > b,
144
- b + c > a.
 
 
 
 
145
 
146
- But since a, b, c are positive integers, these inequalities can be rewritten as:
147
 
148
- c < a + b,
149
- a < b + c,
150
- b < a + c.
151
 
152
- But since a, b, c are positive integers, the most restrictive condition is probably c < a + b. Similarly, the other inequalities ar...
 
 
 
 
 
 
 
 
 
 
 
 
153
  ```
154
- - completion 2:
 
 
 
 
 
 
 
155
  ```text
156
  <think>
157
- Okay, so I need to find the sum over all ordered triples (a, b, c) of positive integers that can form a triangle, of the term 2^a / (3^b 5^c). Hmm, let me start by recalling some basics about triangles and how their side lengths relate.
 
 
 
 
 
 
 
 
158
 
159
- First, for three positive integers a, b, c to form a triangle, they must satisfy the triangle inequality. That is, the sum of any two sides must be greater than the third. So, the conditions are:
160
 
161
- a + b > c,
162
 
163
- a + c > b,
164
 
165
- b + c > a.
166
 
167
- But since a, b, c are positive integers, I can think of them as positive integers where each of these inequalities must hold. However, since the problem says "ordered triples of positive integers that can occur as the sid...
168
  ```
 
1
  # Automated MNLP evaluation report
2
 
3
+ - **Model repo:** [`cs-552-2026-baseline/math_model`](https://huggingface.co/cs-552-2026-baseline/math_model)
4
+ - **Owner(s):** group **baseline**
5
+ - **Generated at:** 2026-05-19T03:22:52+00:00 (UTC)
6
  - **Pipeline:** [mnlp-project-ci](https://github.com/eric11eca/mnlp-project-ci)
7
 
8
  _This PR is opened automatically by the course CI. It is **non-blocking** — you do not need to merge it. The next nightly run will refresh this file._
9
 
10
  ## Summary
11
 
12
+ | Benchmark | Accuracy | Status |
13
+ |---|---:|---|
14
+ | Math | 0.1500 | ok |
15
+ | Knowledge | — | not run |
16
+ | Multilingual | — | not run |
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+ | Safety | — | not run |
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19
  ## Sample completions
20
 
21
+ _Prompts are intentionally omitted to avoid revealing benchmark contents. For multi-completion problems, only one completion is shown per sample._
22
+
23
  ### Math
24
 
25
+ **Correct** (1 shown)
26
+
27
+ - **reference**: `70`
28
+ - **overall** (5/8 completions correct)
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+ - **extracted** (✓): `70`
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+ - **completion**:
31
 
 
 
 
 
 
 
 
 
 
 
 
 
 
32
  ```text
33
  <think>
34
+ Okay, so I need to figure out the sum of all integer values of the base b greater than 9 for which the base-b number 17 divides the base-b number 97. Hmm, let me start by understanding what the problem is asking.
35
 
36
+ First, base-b numbers. In base b, the number 17 would be equal to 1*b + 7, right? And the number 97 in base b would be 9*b + 7. The problem says that 17 divides 97 in base b. So,
37
 
38
+ ... [truncated 823 chars] ...
39
 
40
+ n \mathbb{Z}
41
+ $$
42
 
43
+ ---
 
 
 
 
 
44
 
45
+ ### Step 2: Simplify the division
46
 
47
+ We perform the division:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
48
 
49
+ $$
50
+ \frac{9b + 7}{b + 7} = 9 - \frac{56}{b + 7}
51
+ $$
 
 
 
52
 
53
+ This shows that for the expression to be an integer, $ \frac{56}{b + 7} $ must also be an integer. Therefore, $ b + 7 $ must be a **divisor** of 56.
54
 
55
+ ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
56
 
57
+ ### Step 3: Find all divisors of 56 greater than 16
 
 
 
 
 
58
 
59
+ We factorize 56:
60
 
61
+ $$
62
+ 56 = 2^3 \cdot 7
63
+ $$
64
+
65
+ The positive divisors of 56 are:
66
+
67
+ $$
68
+ 1, 2, 4, 7, 8, 14, 28, 56
69
+ $$
70
+
71
+ We are only interested in those divisors **greater than 16**, so we take:
72
+
73
+ $$
74
+ 28, 56
75
+ $$
76
+
77
+ Now, compute $ b $ from $ b + 7 = d $:
78
+
79
+ - If $ b + 7 = 28 \Rightarrow b = 21 $
80
+ - If $ b + 7 = 56 \Rightarrow b = 49 $
81
+
82
+ ---
83
+
84
+ ### Step 4: Verify the results
85
+
86
+ Check if both bases satisfy the original condition:
87
 
88
+ - For $ b = 21 $:
89
+ $$
90
+ 17_{21} = 1 \cdot 21 + 7 = 28,\quad 97_{21} = 9 \cdot 21 + 7 = 196
91
+ $$
92
+ $$
93
+ 196 \div 28 = 7 \quad \text{(integer)}
94
+ $$
95
 
96
+ - For $ b = 49 $:
97
+ $$
98
+ 17_{49} = 1 \cdot 49 + 7 = 56,\quad 97_{49} = 9 \cdot 49 + 7 = 448
99
+ $$
100
+ $$
101
+ 448 \div 56 = 8 \quad \text{(integer)}
102
+ $$
103
 
104
+ Both values of $ b $ are valid and greater than 9.
105
 
106
+ ---
 
 
107
 
108
+ ### Final Step: Compute the sum
109
+
110
+ $$
111
+ 21 + 49 = 70
112
+ $$
113
+
114
+ ---
115
+
116
+ ### Final Answer
117
+
118
+ $$
119
+ \boxed{70}
120
+ $$
121
  ```
122
+
123
+ **Incorrect** (1 shown)
124
+
125
+ - **reference**: `\frac{270}7\text{ degrees}`
126
+ - **overall** (0/8 completions correct)
127
+ - **extracted** (✗): `<no answer>`
128
+ - **completion**:
129
+
130
  ```text
131
  <think>
132
+ Okay, so I need to find the measure of angle BAC in this figure where there's a square and a regular heptagon sharing the side AD. Let me try to visualize the Asymptote figure first. The Asymptote code draws a regular heptagon and a square. The square shares the side AD with the heptagon. Points A, B, C, D are labeled, with A at the bottom, B on the left, C at the southeast, and D at the b
133
+
134
+ ... [truncated 822 chars] ...
135
+
136
+ as C + F - A. Let me check that.
137
+
138
+ D is defined as C + (F - A). So if C is (x_A, y_F), then F - A is (x_F - x_A, y_F - y_A). Then adding that to C gives (x_A + (x_F - x_A), y_F + (y_F - y_A)) = (x_F, y_F + y_F - y_A) = (x_F, 2y_F - y_A). So coordinates of D are (x_F, 2y_F - y_A). Then the square is A-C-D-F. So from A to C to D to F and back to A? So A is (x_A, y_A), C is (x_A, y_F), D is (x_F, 2y_F - y_A), and F is (x_F, y_F). So connecting A to C to D to F to A. Let me check if this is a square.
139
+
140
+ For it to be a square, all sides must be equal and adjacent sides must be perpendicular. Let's check the lengths.
141
 
142
+ Length AC: distance between A and C. Since C is (x_A, y_F) and A is (x_A, y_A), so AC is vertical line, length |y_F - y_A|.
143
 
144
+ Length CD: distance between C (x_A, y_F) and D (x_F, 2y_F - y_A). So sqrt[(x_F - x_A)^2 + (2y_F - y_A - y_F)^2] = sqrt[(x_F - x_A)^2 + (y_F - y_A)^2].
145
 
146
+ Length DF: distance between D (x_F, 2y_F - y_A) and F (x_F, y_F). That's sqrt[(x_F - x_F)^2 + (y_F - (2y_F - y_A))^2] = sqrt[0 + (-y_F + y_A)^2] = |y_A - y_F|.
147
 
148
+ Length FA: distance between F (x_F, y_F) and A (x_A, y_A): sqrt[(x_F - x_A)^2 + (y_F - y_A)^2].
149
 
150
+ So for it to be a square, AC = CD = DF = FA. So
151
  ```