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2
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1
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1
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"Using ALL of the numbers 12, 4, 7, 1, 2, 5, 21, 88, create an expression that equals 109. You must (...TRUNCATED)
"{\"numbers\": [12, 4, 7, 1, 2, 5, 21, 88], \"target\": 109, \"operators_used\": [\"/\", \"+\", \"/\(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's see. I need to make an expression that equals 109 using all the numbers 12, 4, 7, 1, (...TRUNCATED)
[ 67376 ]
[ 23 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's see. I need to make an expression that equals 109 using all the numbers 12, 4, 7, 1, (...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["88 + 21 + (12 - (7 + 5)) * (4 - (2 - 1))","88 + 21 + (12 - (7 + 5)) * (4 - (2 - 1))"],["88 + 21 (...TRUNCATED)
[[[true,true],[true],[true],[true],[true],[true],[true],[true],[false,true],[true],[true],[true,true(...TRUNCATED)
[[[{"answer_block":"88 + 21 + (12 - (7 + 5)) * (4 - (2 - 1))","error":null,"final_answer":109.0,"is_(...TRUNCATED)
[[{"all_operands":[109.0,88.0],"all_operators":["-"],"branch_id":0,"canonical_form":"109-88","canoni(...TRUNCATED)
[ { "merged_text_length": 171583, "total_expressions": 2231 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 25, 69, 58, 14, 55, 24, 36, 60, create an expression that equals 176. You (...TRUNCATED)
"{\"numbers\": [25, 69, 58, 14, 55, 24, 36, 60], \"target\": 176, \"operators_used\": [\"-\", \"+\",(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's try to figure out this problem. We need to use all the numbers 25, 69, 58, 14, 55, 24(...TRUNCATED)
[ 67713 ]
[ 13 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's try to figure out this problem. We need to use all the numbers 25, 69, 58, 14, 55, 24(...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["(55 - 14 - 25) * (69 - 58) + (60 - 24 - 36)"],["(69 - 58) * (55 - 14 - 25) * ((60 - 36) / 24)"],(...TRUNCATED)
[[[true],[true],[true,true],[true,true],[true],[true],[true],[true,true],[true,true],[true,true],[tr(...TRUNCATED)
[[[{"answer_block":"(55 - 14 - 25) * (69 - 58) + (60 - 24 - 36)","error":null,"final_answer":176.0,"(...TRUNCATED)
[[{"all_operands":[16.0,11.0],"all_operators":["*"],"branch_id":0,"canonical_form":"16*11","canonica(...TRUNCATED)
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[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 55, 36, 6, 3, 14, 99, 17, 82, create an expression that equals 245. You mu(...TRUNCATED)
"{\"numbers\": [55, 36, 6, 3, 14, 99, 17, 82], \"target\": 245, \"operators_used\": [\"*\", \"-\", \(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's see. I need to use all these numbers: 55, 36, 6, 3, 14, 99, 17, 82 to make 245. Hmm, (...TRUNCATED)
[ 70416 ]
[ 12 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's see. I need to use all these numbers: 55, 36, 6, 3, 14, 99, 17, 82 to make 245. Hmm, (...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["82 + 99 + 55 + ((36 / 6) - (17 - 14)) * 3","82 + 99 + 55 + ((36 / 6) - (17 - 14)) * 3"],["82 + 9(...TRUNCATED)
[[[true,true],[false],[false],[true],[true],[true],[true,true],[true],[true],[true,true],[true],[tru(...TRUNCATED)
[[[{"answer_block":"82 + 99 + 55 + ((36 / 6) - (17 - 14)) * 3","error":null,"final_answer":245.0,"is(...TRUNCATED)
[[{"all_operands":[55.0,36.0],"all_operators":["+"],"branch_id":0,"canonical_form":"55+36","canonica(...TRUNCATED)
[ { "merged_text_length": 165773, "total_expressions": 3539 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 87, 87, 29, 2, 19, 4, 1, 1, create an expression that equals 281. You must(...TRUNCATED)
"{\"numbers\": [87, 87, 29, 2, 19, 4, 1, 1], \"target\": 281, \"operators_used\": [\"/\", \"+\", \"/(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's try to solve this problem. We need to use all the numbers 87, 87, 29, 2, 19, 4, 1, 1 (...TRUNCATED)
[ 66085 ]
[ 17 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's try to solve this problem. We need to use all the numbers 87, 87, 29, 2, 19, 4, 1, 1 (...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["","","","","87*2 + 87 + (29 - 19)*(4 - 1 - 1)","87*2 + 87 + (29 - 19)*(4 - 1 - 1)"],["87 + (87 *(...TRUNCATED)
[[[false,false,false,false,true,true],[true],[true],[true,true],[true],[true],[true],[true,true],[tr(...TRUNCATED)
[[[{"answer_block":"","error":"Missing answer block","final_answer":null,"is_correct":false},{"answe(...TRUNCATED)
[[{"all_operands":[2.0,8.0,1.0],"all_operators":["+","+"],"branch_id":0,"canonical_form":"2+8+1","ca(...TRUNCATED)
[ { "merged_text_length": 159068, "total_expressions": 3035 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 56, 63, 7, 50, 44, 1, 87, 52, create an expression that equals 132. You mu(...TRUNCATED)
"{\"numbers\": [56, 63, 7, 50, 44, 1, 87, 52], \"target\": 132, \"operators_used\": [\"-\", \"/\", \(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's see. I need to use all the numbers 56, 63, 7, 50, 44, 1, 87, 52 to make an expression(...TRUNCATED)
[ 71257 ]
[ 21 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's see. I need to use all the numbers 56, 63, 7, 50, 44, 1, 87, 52 to make an expression(...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["44 * (52 - 50 + 1) * (87 - 63 - 56 + 7) / (87 - 63 - 56 + 7)"],["87 + 52 - 7 + 63 - 50 - 56 + 44(...TRUNCATED)
[[[false],[true],[true],[true],[false],[true],[true],[true,true],[false],[true],[true],[true],[true](...TRUNCATED)
[[[{"answer_block":"44 * (52 - 50 + 1) * (87 - 63 - 56 + 7) / (87 - 63 - 56 + 7)","error":"Expressio(...TRUNCATED)
[[{"all_operands":[12.0,11.0],"all_operators":["*"],"branch_id":0,"canonical_form":"12*11","canonica(...TRUNCATED)
[ { "merged_text_length": 183403, "total_expressions": 2821 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 7, 1, 49, 7, 28, 59, 3, 44, create an expression that equals 521. You must(...TRUNCATED)
"{\"numbers\": [7, 1, 49, 7, 28, 59, 3, 44], \"target\": 521, \"operators_used\": [\"/\", \"*\", \"/(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's try to figure out how to make 521 using all the numbers 7, 1, 49, 7, 28, 59, 3, 44. H(...TRUNCATED)
[ 66988 ]
[ 14 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's try to figure out how to make 521 using all the numbers 7, 1, 49, 7, 28, 59, 3, 44. H(...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["((59 + 49 / 7) * (44 - 28) / (3 - 1)) - 7"],["44 * (7 + (59 - 49) / (3 - 1)) - 7"],["59 * 7 + 44(...TRUNCATED)
[[[true],[false],[false,false],[true],[true,true],[false],[true],[true],[false,false,false],[false],(...TRUNCATED)
[[[{"answer_block":"((59 + 49 / 7) * (44 - 28) / (3 - 1)) - 7","error":null,"final_answer":521.0,"is(...TRUNCATED)
[[{"all_operands":[59.0,8.0],"all_operators":["*"],"branch_id":0,"canonical_form":"59*8","canonical_(...TRUNCATED)
[ { "merged_text_length": 159217, "total_expressions": 2403 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 97, 4, 93, 26, 3, 24, 20, 31, create an expression that equals 620. You mu(...TRUNCATED)
"{\"numbers\": [97, 4, 93, 26, 3, 24, 20, 31], \"target\": 620, \"operators_used\": [\"-\", \"/\", \(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's try to figure out how to make 620 using all these numbers: 97, 4, 93, 26, 3, 24, 20, (...TRUNCATED)
[ 71958 ]
[ 7 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's try to figure out how to make 620 using all these numbers: 97, 4, 93, 26, 3, 24, 20, (...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[[],["93 - 24 - 31 + 97 * 3 * (26 - 20 - 4)"],["93 - 24 - 31 + 97 * 3 * (26 - 20 - 4)","93 - 24 - 3(...TRUNCATED)
[ [ [], [ true ], [ true, true ], [ true ], [ true, true ], [ true ], [ true, true, false ] ] ]
[[[],[{"answer_block":"93 - 24 - 31 + 97 * 3 * (26 - 20 - 4)","error":null,"final_answer":620.0,"is_(...TRUNCATED)
[[{"all_operands":[20.0,31.0],"all_operators":["*"],"branch_id":0,"canonical_form":"20*31","canonica(...TRUNCATED)
[ { "merged_text_length": 166262, "total_expressions": 2956 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 45, 69, 55, 40, 1, 9, 8, 83, create an expression that equals 913. You mus(...TRUNCATED)
"{\"numbers\": [45, 69, 55, 40, 1, 9, 8, 83], \"target\": 913, \"operators_used\": [\"*\", \"+\", \"(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's try to solve this problem. We need to use all the numbers 45, 69, 55, 40, 1, 9, 8, 83(...TRUNCATED)
[ 65852 ]
[ 23 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's try to solve this problem. We need to use all the numbers 45, 69, 55, 40, 1, 9, 8, 83(...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["83 * ( (69 - 55) - (45 - 40) / (9 - 8) + 1 )"],["83 * ((69 - 55) - ((45 - 40) - (9 - 8) - 1))"],(...TRUNCATED)
[[[false],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true](...TRUNCATED)
[[[{"answer_block":"83 * ( (69 - 55) - (45 - 40) / (9 - 8) + 1 )","error":"Expression does not equal(...TRUNCATED)
[[{"all_operands":[83.0,11.0],"all_operators":["*"],"branch_id":0,"canonical_form":"83*11","canonica(...TRUNCATED)
[ { "merged_text_length": 170972, "total_expressions": 2478 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 72, 3, 67, 1, 43, 1, 93, 53, create an expression that equals 145. You mus(...TRUNCATED)
"{\"numbers\": [72, 3, 67, 1, 43, 1, 93, 53], \"target\": 145, \"operators_used\": [\"/\", \"-\", \"(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's try to figure out how to make 145 using all these numbers: 72, 3, 67, 1, 43, 1, 93, 5(...TRUNCATED)
[ 69850 ]
[ 24 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's try to figure out how to make 145 using all these numbers: 72, 3, 67, 1, 43, 1, 93, 5(...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["72 + 3 + 67 + 1 + 43 + 53 - 93 - 1"],["53 + 43 + 67 - (93 - 72 - 3) + (1 - 1)"],["67 + 43 + 53 -(...TRUNCATED)
[[[true],[true],[true],[false,false],[true],[false,false],[false],[true,true],[false],[true],[true,t(...TRUNCATED)
[[[{"answer_block":"72 + 3 + 67 + 1 + 43 + 53 - 93 - 1","error":null,"final_answer":145.0,"is_correc(...TRUNCATED)
[[{"all_operands":[93.0,72.0],"all_operators":["+"],"branch_id":0,"canonical_form":"93+72","canonica(...TRUNCATED)
[ { "merged_text_length": 179814, "total_expressions": 2489 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
"Using ALL of the numbers 13, 1, 13, 68, 2, 2, 93, 62, create an expression that equals 102. You mus(...TRUNCATED)
"{\"numbers\": [13, 1, 13, 68, 2, 2, 93, 62], \"target\": 102, \"operators_used\": [\"/\", \"-\", \"(...TRUNCATED)
countdown
[{"content":"You are a helpful assistant that solves math problems by reasoning step-by-step. Show y(...TRUNCATED)
[["Okay, let's try to figure out how to make 102 using all the numbers 13, 1, 13, 68, 2, 2, 93, 62 e(...TRUNCATED)
[ 66100 ]
[ 30 ]
[["Think about it differently. Try a new approach to solve this problem.","Think about it differentl(...TRUNCATED)
[["Okay, let's try to figure out how to make 102 using all the numbers 13, 1, 13, 68, 2, 2, 93, 62 e(...TRUNCATED)
iterative
[ "budget_reached" ]
[ null ]
false
[ 0 ]
[[["93 - 62 + 68 - 13 + 13 - 1 + 2 * 2"],["93 + 68 - 62 + 13 - 13 + 2 * 2 - 1"],["68 + 93 - 62 - 13 (...TRUNCATED)
[[[true],[true],[true],[false,true,true],[true],[false,true],[true],[true],[true,true],[true],[true](...TRUNCATED)
[[[{"answer_block":"93 - 62 + 68 - 13 + 13 - 1 + 2 * 2","error":null,"final_answer":102.0,"is_correc(...TRUNCATED)
[[{"all_operands":[17.0,6.0],"all_operators":["*"],"branch_id":0,"canonical_form":"17*6","canonical_(...TRUNCATED)
[ { "merged_text_length": 170024, "total_expressions": 2724 } ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
[ [] ]
End of preview. Expand in Data Studio

EAS-Qwen3-4B-Thinking-2507-cd8arg-iterative-64k-stage02z-v1

Custom simple extraction from reasoning traces

Dataset Info

  • Rows: 100
  • Columns: 24

Columns

Column Type Description
question Value('string') No description provided
metadata Value('string') No description provided
task_source Value('string') No description provided
formatted_prompt List({'content': Value('string'), 'role': Value('string')}) No description provided
responses_by_sample List(List(Value('string'))) No description provided
tokens_by_sample List(Value('int64')) No description provided
num_rounds_by_sample List(Value('int64')) No description provided
continuation_prompts_by_sample List(List(Value('string'))) No description provided
continuation_text_by_sample List(List(Value('string'))) No description provided
strategy_type Value('string') No description provided
termination_reason_by_sample List(Value('string')) No description provided
correct_round_by_sample List(Value('null')) No description provided
smart_termination_enabled Value('bool') No description provided
retry_count_by_sample List(Value('int64')) No description provided
answers_by_sample List(List(List(Value('string')))) No description provided
evals_by_sample List(List(List(Value('bool')))) No description provided
eval_metadata_by_sample List(List(List({'answer_block': Value('string'), 'error': Value('string'), 'final_answer': Value('float64'), 'is_correct': Value('bool')}))) No description provided
arithmetic_attempts_by_sample List(List({'all_operands': List(Value('float64')), 'all_operators': List(Value('string')), 'branch_id': Value('int64'), 'canonical_form': Value('string'), 'canonical_key': Value('string'), 'end_char': Value('int64'), 'end_char_in_round': Value('int64'), 'has_stated_result': Value('bool'), 'is_legal': Value('null'), 'is_multi_operand': Value('bool'), 'is_valid_arithmetic': Value('bool'), 'match_type': Value('string'), 'operand_a': Value('float64'), 'operand_a_str': Value('string'), 'operand_b': Value('float64'), 'operand_b_str': Value('string'), 'operator': Value('string'), 'operator_raw': Value('string'), 'result': Value('float64'), 'result_str': Value('string'), 'round_idx': Value('int64'), 'separator_raw': Value('null'), 'span_text': Value('string'), 'start_char': Value('int64'), 'start_char_in_round': Value('int64'), 'subgoal_id': Value('null'), 'subgoal_value': Value('null')})) No description provided
extraction_stats_by_sample List({'merged_text_length': Value('int64'), 'total_expressions': Value('int64')}) No description provided
expression_attempts_by_sample List(List(Value('null'))) No description provided
subgoals_by_sample List(List(Value('null'))) No description provided
failure_markers_by_sample List(List(Value('null'))) No description provided
subgoal_windows_by_sample List(List(Value('null'))) No description provided
branches_by_sample List(List(Value('null'))) No description provided

Generation Parameters

{
  "script_name": "stage_02z_custom_simple_extract_attempts.py",
  "model": "custom_parser",
  "hyperparameters": {},
  "input_datasets": [
    "reasoning-degeneration-dev/EAS-Qwen3-4B-Thinking-2507-cd8arg-iterative-64k"
  ],
  "description": "Custom simple extraction from reasoning traces"
}

Usage

from datasets import load_dataset

dataset = load_dataset("reasoning-degeneration-dev/EAS-Qwen3-4B-Thinking-2507-cd8arg-iterative-64k-stage02z-v1", split="train")
print(f"Loaded {len(dataset)} rows")

This dataset is tracked in reasoning-degeneration-dev/PROJECT-MANIFEST

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