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[ { "content": "Generate an executable Python function generated from the given prompt. The function should take stdin as input and print the output. Simply call the function after the definition.There are N competitive programmers numbered person 1, person 2, \\ldots, and person N.\nThere is a relation called su...
{ "do_sample": false, "max_new_tokens": 32768, "seed": 0, "temperature": 0.7 }
0
256
LiveCodeBench
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
<think> Okay, I need to solve this problem where I have to find out if there's a unique strongest programmer based on the given relations. Let's think about how to approach this. First, the problem says that the superiority is transitive. So, if A is stronger than B, and B is stronger than C, then A is stronger than C...
[ { "content": "In this problem, the final will be a numeric value. Give the numerical answer correct upto the 2nd decimal digit. Give a detailed solution and end the solution with the final answer. Mark your solution with \\boxed\nAnswer:\n\nProblem: 2 mol of $\\mathrm{Hg}(g)$ is combusted in a fixed volume bomb...
{ "do_sample": false, "max_new_tokens": 32768, "seed": 2, "temperature": 0.7 }
2
400
JEEBench
{ "expected_answer": "90.39", "problem_id": "37", "reference_solution": null, "subject": "chem", "type": "Numeric" }
<think> Okay, so I need to find the standard molar enthalpy of formation of HgO(s) at 298 K. The problem gives me some information about a reaction where 2 mol of Hg(g) is combusted in a bomb calorimeter with excess O₂, leading to HgO(s). The temperature increases from 298 K to 312.8 K, and I have the heat capacity of ...
[ { "content": "You are a coding expert. Given a competition-level coding problem, you need to write a Python program to solve it. You may start by outlining your thought process. In the end, please provide the complete code in a code block enclosed with ``` ```. The code should take stdin as input and print the ...
{ "do_sample": false, "max_new_tokens": 32768, "seed": 1, "temperature": 0.7 }
1
363
CodeForces
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
<think> Okay, let's see. The problem is to rearrange the array a so that Kevin earns the maximum number of points. The way the points are earned is when adding an a_i to s makes it even, then we divide s by 2 until it's odd. But each operation can only contribute at most one point, even if you can divide multiple times...
[{"content":"Return your final response within \\boxed{} and only include the letter choice (A, B, C(...TRUNCATED)
{ "do_sample": true, "max_new_tokens": 32768, "seed": 0, "temperature": 0.7 }
0
186
GPQADiamond
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
"<think>\nOkay, so I've got this astronomy problem here. It's about determining how many stars from (...TRUNCATED)
[{"content":"You are a coding expert. Given a competition-level coding problem, you need to write a (...TRUNCATED)
{ "do_sample": false, "max_new_tokens": 32768, "seed": 0, "temperature": 0.7 }
0
321
CodeForces
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
"<think>\nOkay, I need to solve this problem where after each operation, I have to track the possibl(...TRUNCATED)
[{"content":"Generate an executable Python function generated from the given prompt. Return the func(...TRUNCATED)
{ "do_sample": false, "max_new_tokens": 32768, "seed": 2, "temperature": 0.7 }
2
167
LiveCodeBench
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
"<think>\nOkay, let's try to figure out how to solve this problem. So the task is to find the total (...TRUNCATED)
[{"content":"\"You are a coding expert. Given a competition-level coding problem, you need to write (...TRUNCATED)
{ "do_sample": false, "max_new_tokens": 32768, "seed": 2, "temperature": 0.7 }
2
152
CodeElo
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
"<think>\nOkay, let's try to figure out how to solve this problem. So the task is to find the earlie(...TRUNCATED)
[{"content":"\"You are a coding expert. Given a competition-level coding problem, you need to write (...TRUNCATED)
{ "do_sample": false, "max_new_tokens": 32768, "seed": 0, "temperature": 0.7 }
0
31
CodeElo
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
"<think>\nOkay, I need to solve this problem where I have to track whether all the black vertices fo(...TRUNCATED)
[{"content":"Generate an executable Python function generated from the given prompt. The function sh(...TRUNCATED)
{ "do_sample": false, "max_new_tokens": 32768, "seed": 1, "temperature": 0.7 }
1
359
LiveCodeBench
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
"<think>\nOkay, I need to solve this problem where I have to place dragon parts in an N x N grid wit(...TRUNCATED)
[{"content":"Problem: Rectangle $ABCD$ has center $O$ and $AB/AD=k$. A point is randomly chosen from(...TRUNCATED)
{ "do_sample": false, "max_new_tokens": 32768, "seed": 0, "temperature": 0.7 }
0
444
MATH500
{ "expected_answer": "", "problem_id": "", "reference_solution": "", "subject": null, "type": null }
"<think>\nOkay, so I need to find the probability that a randomly chosen point inside rectangle ABCD(...TRUNCATED)
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mlfoundations-dev/fig1_scaling_bespoke_stratos_1k_eval_636d

Precomputed model outputs for evaluation.

Evaluation Results

Summary

Metric AIME24 AMC23 MATH500 MMLUPro JEEBench GPQADiamond LiveCodeBench CodeElo CodeForces
Accuracy 14.3 53.5 72.0 27.2 37.1 37.4 25.0 4.3 5.8

AIME24

  • Average Accuracy: 14.33% ± 0.95%
  • Number of Runs: 10
Run Accuracy Questions Solved Total Questions
1 20.00% 6 30
2 13.33% 4 30
3 16.67% 5 30
4 16.67% 5 30
5 10.00% 3 30
6 10.00% 3 30
7 13.33% 4 30
8 13.33% 4 30
9 16.67% 5 30
10 13.33% 4 30

AMC23

  • Average Accuracy: 53.50% ± 1.18%
  • Number of Runs: 10
Run Accuracy Questions Solved Total Questions
1 55.00% 22 40
2 57.50% 23 40
3 52.50% 21 40
4 50.00% 20 40
5 47.50% 19 40
6 50.00% 20 40
7 52.50% 21 40
8 57.50% 23 40
9 52.50% 21 40
10 60.00% 24 40

MATH500

  • Accuracy: 72.00%
    Accuracy Questions Solved Total Questions
    72.00% 360 500

MMLUPro

  • Average Accuracy: 27.20% ± 0.00%
  • Number of Runs: 1
Run Accuracy Questions Solved Total Questions
1 27.20% 136 500

JEEBench

  • Average Accuracy: 37.06% ± 0.54%
  • Number of Runs: 3
Run Accuracy Questions Solved Total Questions
1 38.30% 197.25 515
2 36.07% 185.75 515
3 36.80% 189.5 515

GPQADiamond

  • Average Accuracy: 37.37% ± 1.56%
  • Number of Runs: 3
Run Accuracy Questions Solved Total Questions
1 37.88% 75 198
2 40.40% 80 198
3 33.84% 67 198

LiveCodeBench

  • Average Accuracy: 25.05% ± 0.92%
  • Number of Runs: 3
Run Accuracy Questions Solved Total Questions
1 24.66% 126 511
2 23.68% 121 511
3 26.81% 137 511

CodeElo

  • Average Accuracy: 4.26% ± 0.47%
  • Number of Runs: 3
Run Accuracy Questions Solved Total Questions
1 4.60% 18 391
2 4.86% 19 391
3 3.32% 13 391

CodeForces

  • Average Accuracy: 5.81% ± 0.52%
  • Number of Runs: 3
Run Accuracy Questions Solved Total Questions
1 6.62% 30 453
2 5.96% 27 453
3 4.86% 22 453
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