{
  "best": "stage1_group3",
  "results": {
    "after_sft": {
      "details": [
        {
          "difficulty": "hard",
          "problem_id": "arc196_a",
          "samples": [
            {
              "completion_chars": 1731,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1841,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 781,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2276,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1543,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2677,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "abc398_f",
          "samples": [
            {
              "completion_chars": 3067,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 2838,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 599,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 2426,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1308,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1743,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "easy",
          "problem_id": "abc400_a",
          "samples": [
            {
              "completion_chars": 376,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 520,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 725,
              "end": "ok",
              "passed": true,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 666,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 294,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 431,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "arc196_c",
          "samples": [
            {
              "completion_chars": 10417,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 11700,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1704,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 3592,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 12478,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 11832,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "medium",
          "problem_id": "abc400_d",
          "samples": [
            {
              "completion_chars": 5287,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 10882,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1065,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 1647,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 13229,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 9263,
              "end": "timeout",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "abc398_g",
          "samples": [
            {
              "completion_chars": 12369,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 10642,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 11360,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2075,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 11910,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 604,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            }
          ]
        }
      ],
      "eval_limit": 6,
      "max_new_tokens": 1024,
      "pass_at_1": 0.027777777777777776,
      "passed_samples": 1,
      "samples_per_problem": 6,
      "tag": "after_sft",
      "temperature": 1.0,
      "tool_turn_limit": 1,
      "top_p": 0.95,
      "total_samples": 36
    },
    "stage1_group3": {
      "details": [
        {
          "difficulty": "hard",
          "problem_id": "arc196_a",
          "samples": [
            {
              "completion_chars": 11690,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 12444,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 12570,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 12044,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 1151,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 10895,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "abc398_f",
          "samples": [
            {
              "completion_chars": 2877,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2932,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": true,
              "tool_type": null
            },
            {
              "completion_chars": 715,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2867,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2538,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2577,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "easy",
          "problem_id": "abc400_a",
          "samples": [
            {
              "completion_chars": 328,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 917,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 600,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 742,
              "end": "ok",
              "passed": true,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 808,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 820,
              "end": "ok",
              "passed": true,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "arc196_c",
          "samples": [
            {
              "completion_chars": 5294,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1689,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 5976,
              "end": "format_error: final",
              "passed": false,
              "stop_seen": false,
              "tool_type": "final"
            },
            {
              "completion_chars": 4300,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 4040,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 5089,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "medium",
          "problem_id": "abc400_d",
          "samples": [
            {
              "completion_chars": 8429,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 7583,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 7201,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 7008,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2737,
              "end": "format_error: final",
              "passed": false,
              "stop_seen": false,
              "tool_type": "final"
            },
            {
              "completion_chars": 7069,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "abc398_g",
          "samples": [
            {
              "completion_chars": 11630,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 12637,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 4093,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 3088,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 13122,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 2073,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            }
          ]
        }
      ],
      "eval_limit": 6,
      "max_new_tokens": 1024,
      "pass_at_1": 0.05555555555555555,
      "passed_samples": 2,
      "samples_per_problem": 6,
      "tag": "stage1_group3",
      "temperature": 1.0,
      "tool_turn_limit": 1,
      "top_p": 0.95,
      "total_samples": 36
    },
    "stage2_group1": {
      "details": [
        {
          "difficulty": "hard",
          "problem_id": "arc196_a",
          "samples": [
            {
              "completion_chars": 11873,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 4103,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 10118,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 11800,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2309,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 2870,
              "end": "format_error: final",
              "passed": false,
              "stop_seen": false,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "abc398_f",
          "samples": [
            {
              "completion_chars": 1513,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1075,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1550,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1186,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1775,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 399,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "easy",
          "problem_id": "abc400_a",
          "samples": [
            {
              "completion_chars": 478,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 466,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 949,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 556,
              "end": "ok",
              "passed": true,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 328,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 434,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "arc196_c",
          "samples": [
            {
              "completion_chars": 5189,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 4221,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 3838,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 1365,
              "end": "format_error: final",
              "passed": false,
              "stop_seen": false,
              "tool_type": "final"
            },
            {
              "completion_chars": 4021,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 4585,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "medium",
          "problem_id": "abc400_d",
          "samples": [
            {
              "completion_chars": 1449,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 13228,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 7164,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 10712,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 9464,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 5995,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            }
          ]
        },
        {
          "difficulty": "hard",
          "problem_id": "abc398_g",
          "samples": [
            {
              "completion_chars": 10181,
              "end": "runtime_error",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 11037,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2580,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            },
            {
              "completion_chars": 10968,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 12204,
              "end": "wrong_answer",
              "passed": false,
              "stop_seen": true,
              "tool_type": "final"
            },
            {
              "completion_chars": 2073,
              "end": "format_error: Could not parse 'Tool type' or 'Tool query' from the response. Ensure you output an <answer> block with 'Tool type:' and 'Tool query:'.",
              "passed": false,
              "stop_seen": false,
              "tool_type": null
            }
          ]
        }
      ],
      "eval_limit": 6,
      "max_new_tokens": 1024,
      "pass_at_1": 0.027777777777777776,
      "passed_samples": 1,
      "samples_per_problem": 6,
      "tag": "stage2_group1",
      "temperature": 1.0,
      "tool_turn_limit": 1,
      "top_p": 0.95,
      "total_samples": 36
    }
  },
  "summary": {
    "after_sft": 0.027777777777777776,
    "stage1_group3": 0.05555555555555555,
    "stage2_group1": 0.027777777777777776
  }
}