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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["First, rewrite the given numbers in base 10:\n\n- \\(17_b = 1 \\times b + 7 = b + 7\\).\n- \\(97_b(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0022924,"finish_reason":"stop","input_tokens":1283,"model":"gpt-4.1-mini-2025-04-14","out(...TRUNCATED) | [
true,
false,
true,
true,
true,
true,
true,
true,
true,
true
] | inputs_only_rlm_final |
"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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["**Given:**\n\n- Points on segment \\( AB \\) in order: \\( A, D, E, B \\) with lengths \\( AD=4 \\(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0041275999999999995,"finish_reason":"stop","input_tokens":1863,"model":"gpt-4.1-mini-2025(...TRUNCATED) | [
true,
true,
true,
false,
true,
false,
true,
true,
true,
true
] | inputs_only_rlm_final |
"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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["We have 9 players and 3 flavors: Chocolate (C), Vanilla (V), Strawberry (S). Each player chooses e(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0024855999999999997,"finish_reason":"stop","input_tokens":1366,"model":"gpt-4.1-mini-2025(...TRUNCATED) | [
false,
true,
true,
true,
true,
true,
true,
false,
true,
true
] | inputs_only_rlm_final |
"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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["Given the equation:\n\\[\n12x^2 - xy - 6y^2 = 0\n\\]\nwith \\(x, y \\in \\{-100, -99, \\ldots, 99,(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0027884,"finish_reason":"stop","input_tokens":1307,"model":"gpt-4.1-mini-2025-04-14","out(...TRUNCATED) | [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
] | inputs_only_rlm_final |
"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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["We are given all 8-digit integers using each digit from 1 to 8 exactly once. There are \\(8! = 403(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0046996,"finish_reason":"stop","input_tokens":1329,"model":"gpt-4.1-mini-2025-04-14","out(...TRUNCATED) | [
true,
false,
false,
false,
false,
false,
false,
false,
true,
false
] | inputs_only_rlm_final |
"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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["**Step 1: Understand the problem**\n\nWe have an isosceles trapezoid with an inscribed circle (tan(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0023892,"finish_reason":"stop","input_tokens":1333,"model":"gpt-4.1-mini-2025-04-14","out(...TRUNCATED) | [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
] | inputs_only_rlm_final |
"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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["**Problem restatement:**\nWe have 12 distinct letters: \\(A, B, C, D, E, F, G, H, I, J, K, L\\). T(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0071128,"finish_reason":"length","input_tokens":1398,"model":"gpt-4.1-mini-2025-04-14","o(...TRUNCATED) | [
false,
false,
false,
false,
false,
false,
false,
false,
false,
false
] | inputs_only_rlm_final |
"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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["**Step 1: Understand the problem**\n\nWe have a complex variable \\( z \\) and a real parameter \\(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0041868,"finish_reason":"stop","input_tokens":1367,"model":"gpt-4.1-mini-2025-04-14","out(...TRUNCATED) | [
true,
true,
true,
false,
true,
true,
false,
false,
false,
false
] | inputs_only_rlm_final |
"The parabola with equation $y = x^2 - 4$ is rotated $60^\\circ$ counterclockwise around the origin.(...TRUNCATED) | 62 | 9 | [
"Algebra"
] | [{"content":"You are a math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["**Step 1: Understand the problem**\n\nWe start with the parabola:\n\\[\ny = x^2 - 4.\n\\]\n\nWe ro(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.007096399999999999,"finish_reason":"length","input_tokens":1357,"model":"gpt-4.1-mini-202(...TRUNCATED) | [
false,
false,
false,
false,
false,
false,
false,
false,
false,
false
] | inputs_only_rlm_final |
"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 math contest problem–solving assistant. You will be given a single self-con(...TRUNCATED) | ["**Step 1: Understand the problem**\n\nWe have a \\(3 \\times 9\\) grid divided into three \\(3 \\t(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4.1-mini-2025-04-14","raw_pro(...TRUNCATED) | [{"cost":0.0046916,"finish_reason":"stop","input_tokens":1561,"model":"gpt-4.1-mini-2025-04-14","out(...TRUNCATED) | [
false,
false,
false,
false,
false,
false,
false,
false,
false,
false
] | inputs_only_rlm_final |
End of preview. Expand in Data Studio
aime-2025-gepa-inputs-only-rlm-final
AIME GEPA: Inputs-Only RLM Final — 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 | 0.3400 |
| pass@2 | 0.4200 |
| pass@3 | 0.4733 |
| pass@4 | 0.5333 |
| pass@5 | 0.5400 |
| pass@6 | 0.5533 |
| pass@7 | 0.5533 |
| pass@8 | 0.5667 |
| pass@9 | 0.5667 |
| pass@10 | 0.5800 |
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-inputs-only-rlm-final", split="train")
Tracked in reasoning-degeneration-dev/PROJECT-MANIFEST
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