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question
string
answer
string
problem_idx
int64
problem_type
list
formatted_prompt
list
response
list
formatted_prompt__metadata
list
response__metadata
list
eval_correct
list
prompt_name
string
Find the sum of all integer bases $b>9$ for which $17_b$ is a divisor of $97_b.$
70
1
[ "Number Theory" ]
[ { "content": "You are a helpful assistant. You are given a question and you need to answer it. The answer should be given at the end of your response in exactly the format '### <final answer>'", "role": "system" }, { "content": "Find the sum of all integer bases $b>9$ for which $17_b$ is a divisor o...
[ "First, let's understand the problem:\n\nWe are given two numbers written in base \\( b \\), where \\( b > 9 \\):\n\n- \\( 17_b \\)\n- \\( 97_b \\)\n\nWe want to find all integer bases \\( b > 9 \\) such that \\( 17_b \\) divides \\( 97_b \\).\n\n---\n\n**Step 1: Convert the numbers from base \\( b \\) to base 10**...
[ { "endpoint_type": "chat", "litellm_function": "acompletion", "model": "gpt-4.1-mini-2025-04-14", "raw_prompt": [ { "content": "You are a helpful assistant. You are given a question and you need to answer it. The answer should be given at the end of your response in exactly the format ...
[ { "cost": 0.0024271999999999996, "finish_reason": "stop", "input_tokens": 76, "model": "gpt-4.1-mini-2025-04-14", "output_tokens": 1498, "raw_response": "{\"id\": \"chatcmpl-DDJ5z1YriDhPjFwaQgNeb2xQtNvMS\", \"created\": 1772064039, \"model\": \"gpt-4.1-mini-2025-04-14\", \"object\": \"chat.c...
[ true, true, true, true, true, true, true, true, false, true ]
seed
"On $\\triangle ABC$ points $A, D, E$, and $B$ lie in that order on side $\\overline{AB}$ with $AD =(...TRUNCATED)
588
2
[ "Geometry" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["First, let's analyze the problem step-by-step.\n\n---\n\n**Given:**\n\n- Points \\(A, D, E, B\\) l(...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.0061264,"finish_reason":"stop","input_tokens":656,"model":"gpt-4.1-mini-2025-04-14","outp(...TRUNCATED)
[ false, false, true, false, true, true, false, false, true, false ]
seed
"The 9 members of a baseball team went to an ice-cream parlor after their game. Each player had a si(...TRUNCATED)
16
3
[ "Combinatorics" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["We have 9 players, each choosing one flavor from {chocolate (C), vanilla (V), strawberry (S)}.\n\n(...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.0021516,"finish_reason":"stop","input_tokens":159,"model":"gpt-4.1-mini-2025-04-14","outp(...TRUNCATED)
[ false, false, true, true, true, true, false, true, false, false ]
seed
"Find the number of ordered pairs $(x,y)$, where both $x$ and $y$ are integers between $-100$ and $1(...TRUNCATED)
117
4
[ "Algebra" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["Given the equation:\n\\[\n12x^2 - xy - 6y^2 = 0,\n\\]\nwhere \\(x, y \\in \\{-100, -99, \\ldots, 9(...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.0019744,"finish_reason":"stop","input_tokens":100,"model":"gpt-4.1-mini-2025-04-14","outp(...TRUNCATED)
[ true, true, true, true, true, true, false, true, true, true ]
seed
"There are $8!= 40320$ eight-digit positive integers that use each of the digits 1, 2, 3, 4, 5, 6, 7(...TRUNCATED)
279
5
[ "Combinatorics", "Number Theory" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["We are considering all 8-digit numbers formed by using each of the digits \\(1, 2, 3, 4, 5, 6, 7, (...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.0066024,"finish_reason":"length","input_tokens":122,"model":"gpt-4.1-mini-2025-04-14","ou(...TRUNCATED)
[ false, true, false, false, false, false, false, false, false, false ]
seed
"An isosceles trapezoid has an inscribed circle tangent to each of its four sides. The radius of the(...TRUNCATED)
504
6
[ "Geometry" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["Given:\n- An isosceles trapezoid with an inscribed circle tangent to all four sides (i.e., a tange(...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.0017319999999999998,"finish_reason":"stop","input_tokens":126,"model":"gpt-4.1-mini-2025-(...TRUNCATED)
[ false, false, false, true, true, true, true, true, false, true ]
seed
"The twelve letters $A$,$B$,$C$,$D$,$E$,$F$,$G$,$H$,$I$,$J$,$K$, and $L$ are randomly grouped into s(...TRUNCATED)
821
7
[ "Combinatorics" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["**Step 1: Understanding the problem**\n\nWe have 12 distinct letters: \\( A, B, C, D, E, F, G, H, (...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.00663,"finish_reason":"length","input_tokens":191,"model":"gpt-4.1-mini-2025-04-14","outp(...TRUNCATED)
[ false, false, false, false, false, false, false, false, false, false ]
seed
"Let $k$ be a real number such that the system\n\\begin{align*} |25+20i-z|&=5\\\\ |z-4-k|&=|z-3i-k| (...TRUNCATED)
77
8
[ "Algebra" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["Given the system:\n\\[\n\\begin{cases}\n|25 + 20i - z| = 5 \\\\\n|z - (4 + k)| = |z - (3i + k)|\n\(...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.0039984,"finish_reason":"stop","input_tokens":160,"model":"gpt-4.1-mini-2025-04-14","outp(...TRUNCATED)
[ false, false, false, true, false, true, true, false, false, false ]
seed
"The parabola with equation $y = x^2 - 4$ is rotated $60^\\circ$ counterclockwise around the origin.(...TRUNCATED)
62
9
[ "Algebra" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["Given the parabola:\n\\[\ny = x^2 - 4\n\\]\n\nWe rotate this parabola by \\(60^\\circ\\) countercl(...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.0066136,"finish_reason":"length","input_tokens":150,"model":"gpt-4.1-mini-2025-04-14","ou(...TRUNCATED)
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seed
"The $27$ cells of a $3 \\times 9$ grid are filled in using the numbers $1$ through $9$ so that each(...TRUNCATED)
81
10
[ "Combinatorics" ]
[{"content":"You are a helpful assistant. You are given a question and you need to answer it. The an(...TRUNCATED)
["Let's analyze the problem carefully.\n\n**Problem Summary:** \nWe have a \\(3 \\times 9\\) grid, (...TRUNCATED)
[{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED)
[{"cost":0.0040456,"finish_reason":"stop","input_tokens":354,"model":"gpt-4.1-mini-2025-04-14","outp(...TRUNCATED)
[ false, false, false, false, false, false, false, false, false, false ]
seed
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aime-2025-gepa-seed

AIME GEPA: Seed Baseline — AIME 2025 prompt evaluation results from GEPA prompt optimization.

Evaluated on 150 AIME 2025 problems (MathArena/aime_2025 x5) with 10 samples per problem using openai/gpt-4.1-mini at temperature 0.7.

Results

Metric Value
pass@1 0.1733
pass@2 0.2933
pass@3 0.3733
pass@4 0.4200
pass@5 0.4400
pass@6 0.4733
pass@7 0.4867
pass@8 0.5000
pass@9 0.5067
pass@10 0.5133

Details

Parameter Value
Model openai/gpt-4.1-mini
Temperature 0.7
Max tokens 4096
Samples per problem 10
Test examples 150

Usage

from datasets import load_dataset
ds = load_dataset("reasoning-degeneration-dev/aime-2025-gepa-seed", split="train")

Tracked in reasoning-degeneration-dev/PROJECT-MANIFEST

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