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Modalities:
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Tags:
degen_test_1_countdown
budget-32k
budget_forcing
hosted_vllm-Qwen-Qwen3-4B-Thinking-2507<api_base>http:--10.32.37.18:10080-v1
min-tokens-10
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 | retry_count_by_sample listlengths 1 1 | 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) | [["<think>\nOkay, let's try to figure out how to make 109 using all those numbers: 12, 4, 7, 1, 2, 5(...TRUNCATED) | [
79571
] | [
92
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's try to figure out how to make 109 using all those numbers: 12, 4, 7, 1, 2, 5(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[[],["","88 + 21 * (5 - 12 / ((7 - 4) / (2 - 1)))"],["88 + 21 * (5 - 12 / ((7 - 4) / (2 - 1)))","88(...TRUNCATED) | [[[],[false,true],[true,true],[true],[true,true],[true],[true,true],[true,true],[true],[true],[true,(...TRUNCATED) | [[[],[{"answer_block":"","error":"Missing answer block","final_answer":null,"is_correct":false},{"an(...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) | [["<think>\nOkay, let's try to figure out how to make 176 using all these numbers: 25, 69, 58, 14, 5(...TRUNCATED) | [
34705
] | [
1
] | [
[]
] | [["<think>\nOkay, let's try to figure out how to make 176 using all these numbers: 25, 69, 58, 14, 5(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [
[
[]
]
] | [
[
[]
]
] | [
[
[]
]
] |
"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) | [["<think>\nOkay, let's try to figure out how to make 245 using all these numbers: 55, 36, 6, 3, 14,(...TRUNCATED) | [
32845
] | [
108
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's try to figure out how to make 245 using all these numbers: 55, 36, 6, 3, 14,(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["( (82 * 3) - ( (99 - 55) / ( (36 - 17) - 14 ) ) ) + (6 / 3)"],["82 * 3 - (99 - 55) / (36 - 17 - (...TRUNCATED) | [[[false],[false],[false],[],[false],[false],[false],[false],[],[],[false],[false],[],[false],[],[fa(...TRUNCATED) | [[[{"answer_block":"( (82 * 3) - ( (99 - 55) / ( (36 - 17) - 14 ) ) ) + (6 / 3)","error":"Expression(...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) | [["<think>\nOkay, let's try to figure out how to make 281 using all the numbers 87, 87, 29, 2, 19, 4(...TRUNCATED) | [
32771
] | [
86
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's try to figure out how to make 281 using all the numbers 87, 87, 29, 2, 19, 4(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["87 * (2 + 1 + 1) + 29 - 19 - 4"],["87 * 2 + 87 + 29 + 19 - 4 - 1 - 1","87 * (2 + 1 + 1) + 29 - 1(...TRUNCATED) | [[[false],[false,false],[false,false],[false],[false],[false],[],[false],[],[false],[false],[],[fals(...TRUNCATED) | [[[{"answer_block":"87 * (2 + 1 + 1) + 29 - 19 - 4","error":"Expression does not equal stated result(...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) | [["<think>\nOkay, let's try to figure out how to make 132 using all the numbers 56, 63, 7, 50, 44, 1(...TRUNCATED) | [
32848
] | [
204
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's try to figure out how to make 132 using all the numbers 56, 63, 7, 50, 44, 1(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["87 + 52 - 7 + 63 - 50 - 56 + 44 - 1"],["87 + 52 - 7 + 63 - 50 - 56 + 44 - 1"],["87 + 52 - 7 + 63(...TRUNCATED) | [[[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],(...TRUNCATED) | [[[{"answer_block":"87 + 52 - 7 + 63 - 50 - 56 + 44 - 1","error":null,"final_answer":132.0,"is_corre(...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) | [["<think>\nOkay, let's see. I need to make an expression that equals 521 using all the numbers 7, 1(...TRUNCATED) | [
32770
] | [
248
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's see. I need to make an expression that equals 521 using all the numbers 7, 1(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[[],[],["59 × 7 + 44 × (3 - 1) + (49 - 28) - (7 ÷ 7)"],["59 * 7 + 44 * (3 - 1) + (49 - 28) - (7 (...TRUNCATED) | [[[],[],[false],[false],[false],[false],[false],[false],[false],[false],[false],[],[false],[false],[(...TRUNCATED) | [[[],[],[{"answer_block":"59 * 7 + 44 * (3 - 1) + (49 - 28) - (7 / 7)","error":"Expression uses an u(...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) | [["<think>\nOkay, let's try to figure out how to make 620 using all the numbers 97, 4, 93, 26, 3, 24(...TRUNCATED) | [
32786
] | [
147
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's try to figure out how to make 620 using all the numbers 97, 4, 93, 26, 3, 24(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["(24 * 26) - 4 + (97 - 93) - (31 - 20) + 3"],[],["(24 * 26) - 4 + (97 - 93) - (31 - 20 - 3)"],["((...TRUNCATED) | [[[false],[],[false],[false],[false],[false],[false],[false],[false],[false],[],[],[],[],[],[false],(...TRUNCATED) | [[[{"answer_block":"(24 * 26) - 4 + (97 - 93) - (31 - 20) + 3","error":"Expression does not equal st(...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) | [["<think>\nOkay, let's see. I need to make an expression that equals 913 using all the numbers 45, (...TRUNCATED) | [
32853
] | [
196
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's see. I need to make an expression that equals 913 using all the numbers 45, (...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["83 * ((69 - 55) - (45 - 40) + 9 - 8 + 1)"],["","83 * (69 - 55 - 45 + 40 + 9 - 8 + 1)","83 * (69 (...TRUNCATED) | [[[true],[false,true,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":null,"final_answer":913.0,"is_(...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) | [["<think>\nOkay, let's see. I need to use all these numbers: 72, 3, 67, 1, 43, 1, 93, 53. Each exac(...TRUNCATED) | [
33648
] | [
61
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's see. I need to use all these numbers: 72, 3, 67, 1, 43, 1, 93, 53. Each exac(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["(93 + 53) - (72 / (67 - 43) + 3 + 1 + 1)"],["93 + 53 - (72 / (67 - 43)) - 3 - 1 - 1"],["93 + 53 (...TRUNCATED) | [[[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[f(...TRUNCATED) | [[[{"answer_block":"(93 + 53) - (72 / (67 - 43) + 3 + 1 + 1)","error":"Expression does not equal sta(...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) | [["<think>\nOkay, let's try to figure out how to make 102 using all these numbers: 13, 1, 13, 68, 2,(...TRUNCATED) | [
32887
] | [
280
] | [[" Wait… I’ll continue exploring alternative solution strategies. Let’s try something new. ",(...TRUNCATED) | [["<think>\nOkay, let's try to figure out how to make 102 using all these numbers: 13, 1, 13, 68, 2,(...TRUNCATED) | budget_forcing | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["68 + (93 - 62) * (13 / 13) + 2 * 2 - 1"],["68 + (93 - 62) * (13 / 13) + 2 * 2 - 1","68 + (93 - 6(...TRUNCATED) | [[[true],[true,true],[true,true],[true,true],[true,true],[true,true],[true,true],[true],[true,true],(...TRUNCATED) | [[[{"answer_block":"68 + (93 - 62) * (13 / 13) + 2 * 2 - 1","error":null,"final_answer":102.0,"is_co(...TRUNCATED) |
End of preview. Expand in Data Studio
EAS-Qwen3-4B-Thinking-2507-cd8arg-budget_forcing
Countdown reasoning with budget_forcing strategy to 32768 tokens
Dataset Info
- Rows: 100
- Columns: 17
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 |
| retry_count_by_sample | List(Value('int64')) | Total retry attempts per sample due to empty or too-short responses (0 if no retries needed) |
| 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-Thinking-2507<api_base>http://10.32.37.18:10080/v1",
"hyperparameters": {
"temperature": 0.7,
"max_tokens_per_round": 32768,
"target_total_tokens": 32768,
"samples": 1,
"strategy": "budget_forcing",
"max_rounds": null,
"min_tokens": 10,
"max_retries_per_round": -1
},
"input_datasets": [],
"description": "Countdown reasoning with budget_forcing strategy to 32768 tokens",
"experiment": "degen_test_1_countdown",
"strategy": "budget_forcing",
"arg_count": 8,
"seed": 42,
"smart_termination": false,
"max_rounds": null,
"min_tokens": 10,
"status": "completed",
"completed_at": "2025-12-25T06:15:19.989623"
}
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-Thinking-2507-cd8arg-budget_forcing", split="train")
print(f"Loaded {len(dataset)} rows")
This dataset is tracked in reasoning-degeneration-dev/PROJECT-MANIFEST
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