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degen_test_1_countdown
budget-32k
random_noise
hosted_vllm-Qwen-Qwen3-4B-Instruct-2507<api_base>http:--10.32.37.13:9080-v1
License:
question stringlengths 152 158 | metadata stringlengths 160 172 | task_source stringclasses 1
value | formatted_prompt listlengths 2 2 | responses_by_sample listlengths 1 1 | tokens_by_sample listlengths 1 1 | num_rounds_by_sample listlengths 1 1 | continuation_prompts_by_sample listlengths 1 1 | continuation_text_by_sample listlengths 1 1 | strategy_type stringclasses 1
value | termination_reason_by_sample listlengths 1 1 | correct_round_by_sample listlengths 1 1 | smart_termination_enabled bool 1
class | answers_by_sample listlengths 1 1 | evals_by_sample listlengths 1 1 | eval_metadata_by_sample listlengths 1 1 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
"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) | [["We are given the numbers: \n**12, 4, 7, 1, 2, 5, 21, 88** \nWe must use **each number exactly o(...TRUNCATED) | [
32927
] | [
81
] | [["enim sed ut quis incididunt aliqua et dolor Continue exploring alternative solution strategies.",(...TRUNCATED) | [["We are given the numbers: \n**12, 4, 7, 1, 2, 5, 21, 88** \nWe must use **each number exactly o(...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["88 + 21 + (12 - 4) * ((7 * 1) - (5 + 2))"],["88 + 21 + (12 - 4) * ((7 * 1) - (5 + 2))"],["88 + 2(...TRUNCATED) | [[[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],(...TRUNCATED) | [[[{"answer_block":"88 + 21 + (12 - 4) * ((7 * 1) - (5 + 2))","error":null,"final_answer":109.0,"is_(...TRUNCATED) |
"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) | [["We are given the numbers: \n**25, 69, 58, 14, 55, 24, 36, 60** \nWe must use **each number exac(...TRUNCATED) | [
56054
] | [
1
] | [
[]
] | [["We are given the numbers: \n**25, 69, 58, 14, 55, 24, 36, 60** \nWe must use **each number exac(...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["60 + 55 + 36 + 25 + (69 + 14 - 58 - 24) - 1","60 + 55 + 36 + 25 + (69 - 58) - (24 - 14)","25 + 6(...TRUNCATED) | [[[false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,f(...TRUNCATED) | [[[{"answer_block":"60 + 55 + 36 + 25 + (69 + 14 - 58 - 24) - 1","error":"Expression uses an unavail(...TRUNCATED) |
"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) | [["We are given the numbers:\n\n**55, 36, 6, 3, 14, 99, 17, 82**\n\nWe must use **each number exactl(...TRUNCATED) | [
33439
] | [
19
] | [["quis sit dolore lorem ipsum nostrud magna sed elit ut Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers:\n\n**55, 36, 6, 3, 14, 99, 17, 82**\n\nWe must use **each number exactl(...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["((82 / (6 / 3)) + 99 + 55 + 36 + 14) * (17 / 17) = 245"],["((82 / (6 / 3)) + 99 + 55 + 36 + 14) (...TRUNCATED) | [[[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[f(...TRUNCATED) | [[[{"answer_block":"((82 / (6 / 3)) + 99 + 55 + 36 + 14) * (17 / 17) = 245","error":"Expression uses(...TRUNCATED) |
"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) | [["We are given the numbers: \n**87, 87, 29, 2, 19, 4, 1, 1** \nWe must use **each number exactly (...TRUNCATED) | [
34229
] | [
15
] | [["tempor lorem veniam amet dolor tempor quis ad tempor ut sit consectetur enim Continue exploring a(...TRUNCATED) | [["We are given the numbers: \n**87, 87, 29, 2, 19, 4, 1, 1** \nWe must use **each number exactly (...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["87 × ((4 + 2) / (1 + 1)) + 19 + 1 + (87 - 87)"],["87 + 87 + (29 × ((4 + 2) / (1 + 1))) + 19 + (...TRUNCATED) | [[[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[f(...TRUNCATED) | [[[{"answer_block":"87 * ((4 + 2) / (1 + 1)) + 19 + 1 + (87 - 87)","error":"Expression uses an unava(...TRUNCATED) |
"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) | [["We are given the numbers: \n**56, 63, 7, 50, 44, 1, 87, 52** \nWe must use **each number exactl(...TRUNCATED) | [
33212
] | [
31
] | [["do sed enim dolor dolore dolor sed sed lorem elit aliqua lorem incididunt amet incididunt Continu(...TRUNCATED) | [["We are given the numbers: \n**56, 63, 7, 50, 44, 1, 87, 52** \nWe must use **each number exactl(...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["87 + 44 + 1 + (50 - 52) * (63 - 56 - 7) = 132"],["87 + 52 - 7 + (63 - 56 - 1) - (50 - 44) = 132"(...TRUNCATED) | [[[true],[true,true],[true,true],[true],[true,true],[true,true],[true],[true,true],[true],[true,true(...TRUNCATED) | [[[{"answer_block":"87 + 44 + 1 + (50 - 52) * (63 - 56 - 7) = 132","error":null,"final_answer":132.0(...TRUNCATED) |
"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) | [["We are given the numbers: \n**7, 1, 49, 7, 28, 59, 3, 44** \nWe must use **each number exactly (...TRUNCATED) | [
33323
] | [
34
] | [["tempor eiusmod dolore tempor labore sit elit quis dolor minim Continue exploring alternative solu(...TRUNCATED) | [["We are given the numbers: \n**7, 1, 49, 7, 28, 59, 3, 44** \nWe must use **each number exactly (...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["(59 * ((28 / 7) + 3 + 1)) + 49 + (7 - 7) * 44"],["(59 * ((28 / 7) + 3 + 1)) + 49 + (7 - 7) * 44"(...TRUNCATED) | [[[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[f(...TRUNCATED) | [[[{"answer_block":"(59 * ((28 / 7) + 3 + 1)) + 49 + (7 - 7) * 44","error":"Expression uses an unava(...TRUNCATED) |
"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) | [["We are given the numbers:\n\n**97, 4, 93, 26, 3, 24, 20, 31**\n\nWe must **use each number exactl(...TRUNCATED) | [
33122
] | [
15
] | [["elit dolor ut quis sit do incididunt tempor aliqua magna nostrud consectetur nostrud enim Continu(...TRUNCATED) | [["We are given the numbers:\n\n**97, 4, 93, 26, 3, 24, 20, 31**\n\nWe must **use each number exactl(...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["(93 + 24) × 4 + 31 + 20 + 3 + 97 + (26 / 26)"],["(93 + 24) × 4 + 31 + 20 + 3 + 97 + (26 / 26)"(...TRUNCATED) | [[[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[f(...TRUNCATED) | [[[{"answer_block":"(93 + 24) * 4 + 31 + 20 + 3 + 97 + (26 / 26)","error":"Expression uses an unavai(...TRUNCATED) |
"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) | [["We are given the numbers:\n\n**45, 69, 55, 40, 1, 9, 8, 83**\n\nWe must use **each number exactly(...TRUNCATED) | [
34237
] | [
17
] | [["ipsum veniam do tempor amet adipiscing do ut ut amet magna amet Continue exploring alternative so(...TRUNCATED) | [["We are given the numbers:\n\n**45, 69, 55, 40, 1, 9, 8, 83**\n\nWe must use **each number exactly(...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["83 × (69 + 40 + 1 - 55 - 45 + 9 - 8)"],["83 × (69 + 40 + 1 - 55 - 45 + 9 - 8)"],["83 × (69 + (...TRUNCATED) | [[[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],(...TRUNCATED) | [[[{"answer_block":"83 * (69 + 40 + 1 - 55 - 45 + 9 - 8)","error":null,"final_answer":913.0,"is_corr(...TRUNCATED) |
"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) | [["We are given the numbers:\n\n**72, 3, 67, 1, 43, 1, 93, 53**\n\nWe must use **each number exactly(...TRUNCATED) | [
33256
] | [
14
] | [["eiusmod ipsum lorem ipsum minim magna ipsum ut dolore ipsum et Continue exploring alternative sol(...TRUNCATED) | [["We are given the numbers:\n\n**72, 3, 67, 1, 43, 1, 93, 53**\n\nWe must use **each number exactly(...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["72 + 67 + 3 * (1 + 1) = 145","72 + 67 + 3 * (1 + 1) = 145"],["72 + 67 + 3 * (1 + 1) = 145","72 +(...TRUNCATED) | [[[false,false],[false,false],[false],[false],[false],[false,false],[false],[false],[false],[false],(...TRUNCATED) | [[[{"answer_block":"72 + 67 + 3 * (1 + 1) = 145","error":"Expression must use ALL available numbers.(...TRUNCATED) |
"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) | [["We are given the numbers: \n**13, 1, 13, 68, 2, 2, 93, 62** \nWe must use **all of them exactly(...TRUNCATED) | [
33112
] | [
30
] | [["minim dolore elit sed labore Continue exploring alternative solution strategies.","amet nostrud s(...TRUNCATED) | [["We are given the numbers: \n**13, 1, 13, 68, 2, 2, 93, 62** \nWe must use **all of them exactly(...TRUNCATED) | random_noise | [
"budget_reached"
] | [
null
] | false | [[["(93 + 62 - 68 + 13 + 2) * 1 + (13 - 13) + (2 - 2)"],["(93 + 62 - 68 + 13 + 2) * 1 + (13 - 13) + (...TRUNCATED) | [[[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[f(...TRUNCATED) | [[[{"answer_block":"(93 + 62 - 68 + 13 + 2) * 1 + (13 - 13) + (2 - 2)","error":"Expression uses an u(...TRUNCATED) |
End of preview. Expand in Data Studio
EAS-qwen3-4B-Instruct-2507-cd8arg-random_noise
Countdown reasoning with random_noise strategy to 32768 tokens
Dataset Info
- Rows: 100
- Columns: 16
Columns
| Column | Type | Description |
|---|---|---|
| question | Value('string') | The countdown problem statement |
| metadata | Value('string') | JSON with target number, available numbers, and solution |
| task_source | Value('string') | Task type identifier (countdown) |
| formatted_prompt | List({'content': Value('string'), 'role': Value('string')}) | Initial prompt messages sent to the model |
| responses_by_sample | List(List(Value('string'))) | Full model response [sample_idx][round_idx] = response string |
| tokens_by_sample | List(Value('int64')) | Total token count for each sample (based on continuation_text) |
| num_rounds_by_sample | List(Value('int64')) | Number of continuation rounds for each sample |
| continuation_prompts_by_sample | List(List(Value('string'))) | Continuation prompts used [sample_idx][round_idx] = prompt string |
| continuation_text_by_sample | List(List(Value('string'))) | Truncated text used for continuation [sample_idx][round_idx]. For budget_forcing: truncated at first tag. For other strategies: same as responses_by_sample. |
| strategy_type | Value('string') | Prompting strategy: 'iterative', 'budget_forcing', or 'random_noise' |
| termination_reason_by_sample | List(Value('string')) | Why each sample terminated: 'max_rounds_reached', 'budget_reached', or 'answer_correct' |
| correct_round_by_sample | List(Value('null')) | Round number where correct answer was first found (None if never correct) |
| smart_termination_enabled | Value('bool') | Whether smart termination was enabled for this run |
| answers_by_sample | List(List(List(Value('string')))) | Extracted answer spans [sample][round][answer_idx] |
| evals_by_sample | List(List(List(Value('bool')))) | Correctness evaluations [sample][round][answer_idx] |
| eval_metadata_by_sample | List(List(List({'answer_block': Value('string'), 'error': Value('string'), 'final_answer': Value('float64'), 'is_correct': Value('bool')}))) | Evaluation details [sample][round][answer_idx] |
Generation Parameters
{
"script_name": "stage_01_generate_reasoning.py",
"model": "hosted_vllm/Qwen/Qwen3-4B-Instruct-2507<api_base>http://10.32.37.13:9080/v1",
"hyperparameters": {
"temperature": 0.7,
"max_tokens_per_round": 32768,
"target_total_tokens": 32768,
"samples": 1,
"strategy": "random_noise",
"max_rounds": null
},
"input_datasets": [],
"description": "Countdown reasoning with random_noise strategy to 32768 tokens",
"experiment": "degen_test_1_countdown",
"strategy": "random_noise",
"arg_count": 8,
"seed": 42,
"smart_termination": false,
"max_rounds": null,
"status": "completed",
"completed_at": "2025-12-22T09:49:05.948802"
}
Experiment Documentation
For complete experiment details, see https://github.com/TAUR-Lab/Reasoning-Horizons/tree/main/experiments/degen_test_1_countdown
Usage
from datasets import load_dataset
dataset = load_dataset("reasoning-degeneration-dev/EAS-qwen3-4B-Instruct-2507-cd8arg-random_noise", split="train")
print(f"Loaded {len(dataset)} rows")
This dataset is tracked in reasoning-degeneration-dev/PROJECT-MANIFEST
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