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Tags:
degen_test_1_countdown
budget-32k
iterative
hosted_vllm-Qwen-Qwen3-30B-A3B-Instruct-2507<api_base>http:--10.32.37.25:9080-v1
min-tokens-10
inference-engine
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 use each number exactly once. You may use +, -, *, /. | {"numbers": [12, 4, 7, 1, 2, 5, 21, 88], "target": 109, "operators_used": ["/", "+", "/", "/", "/", "*", "+"], "expression": "12 / 4 + 7 / 1 / 2 / 5 * 21 + 88"} | countdown | [
{
"content": "You are a helpful assistant that solves math problems by reasoning step-by-step. Show your work clearly and provide complete solutions. You MUST use ALL of the given numbers exactly once in your solution. When you have a final answer, wrap it in <answer></answer> tags.",
"role": "system"
},
... | [
[
"We are given the numbers: \n**12, 4, 7, 1, 2, 5, 21, 88** \nWe must use **each number exactly once** and combine them using **+**, **-**, **\\***, **/** to make an expression that equals **109**.\n\n---\n\nLet’s look for a strategy.\n\nWe notice that **88** is a large number, and 109 is only 21 more than 8... | [
33040
] | [
27
] | [
[
"Continue exploring alternative solution strategies.",
"Continue exploring alternative solution strategies.",
"Continue exploring alternative solution strategies.",
"Continue exploring alternative solution strategies.",
"Continue exploring alternative solution strategies.",
"Continue explo... | [
[
"We are given the numbers: \n**12, 4, 7, 1, 2, 5, 21, 88** \nWe must use **each number exactly once** and combine them using **+**, **-**, **\\***, **/** to make an expression that equals **109**.\n\n---\n\nLet’s look for a strategy.\n\nWe notice that **88** is a large number, and 109 is only 21 more than 8... | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [
[
[
"88 + 21 + (5 - 4 - 2 + 1) × (12 - 7)"
],
[
"88 + 21 + (12 - 7 - 5) × (4 + 1 + 2)",
"88 + 21 + (12 - 7 - 5) × (4 + 1 + 2)"
],
[
"88 + 21 + ( (12 ÷ (4 + 2)) - (7 - 5) ) × 1",
"88 + 21 + ( (12 ÷ (4 + 2)) - (7 - 5) ) × 1"
],
[
"88 + 21 + ( (12 ÷ (4 + ... | [
[
[
true
],
[
true,
true
],
[
true,
true
],
[
true
],
[
true
],
[
true
],
[
true
],
[
true
],
[
true
],
[
true
],
[
true
],
[
true
],
... | [
[
[
{
"answer_block": "88 + 21 + (5 - 4 - 2 + 1) * (12 - 7)",
"error": null,
"final_answer": 109,
"is_correct": true
}
],
[
{
"answer_block": "88 + 21 + (12 - 7 - 5) * (4 + 1 + 2)",
"error": null,
"final_answer": 109,
"is_... |
"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) | [
33299
] | [
18
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**25, 69, 58, 14, 55, 24, 36, 60** \nWe must use **each number exac(...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["60 + 58 + 55 + (69 - 36) / (25 - 14)","60 + 58 + 55 + (69 - 36) / (25 - 14)","60 + 58 + 55 + (69(...TRUNCATED) | [[[false,false,false,false],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true,tru(...TRUNCATED) | [[[{"answer_block":"60 + 58 + 55 + (69 - 36) / (25 - 14)","error":"Expression must use ALL available(...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**55, 36, 6, 3, 14, 99, 17, 82** \nWe must use **each number exactl(...TRUNCATED) | [
32984
] | [
20
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**55, 36, 6, 3, 14, 99, 17, 82** \nWe must use **each number exactl(...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["99 + 82 + 55 + 6 + 3 = 245","99 + 82 + 55 + 6 + 3 = 245","3 * 82 + 55 - 36 - 14 - 6 = 245","3 * (...TRUNCATED) | [[[false,false,false,false,false,false,false],[false],[false],[false],[false,false],[false,false],[f(...TRUNCATED) | [[[{"answer_block":"99 + 82 + 55 + 6 + 3 = 245","error":"Expression must use ALL available numbers. (...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) | [
33025
] | [
32
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**87, 87, 29, 2, 19, 4, 1, 1** \nWe must use **each number exactly (...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["87 + 87 + 19 * 4 + 29 + 2 + 1 - 1 = 281"],["87 + 87 + 19 * 4 + 29 + 2 + 1 - 1 = 281"],["(29 + 19(...TRUNCATED) | [[[true],[true],[false,false],[true],[false],[false],[false],[true],[false],[false],[false],[false],(...TRUNCATED) | [[[{"answer_block":"87 + 87 + 19 * 4 + 29 + 2 + 1 - 1 = 281","error":null,"final_answer":281.0,"is_c(...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) | [
32963
] | [
60
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**56, 63, 7, 50, 44, 1, 87, 52** \nWe must use **each number exactl(...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["87 + 44 + 1 + (63 - 56 - 7) × (52 - 50)"],["87 + 56 - (63 - 52) + (50 - 44) - (7 - 1)"],["(87 +(...TRUNCATED) | [[[true],[true],[false],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[true](...TRUNCATED) | [[[{"answer_block":"87 + 44 + 1 + (63 - 56 - 7) * (52 - 50)","error":null,"final_answer":132.0,"is_c(...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) | [
32996
] | [
16
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**7, 1, 49, 7, 28, 59, 3, 44** \nWe must use **each number exactly (...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["44 \\times (59 - 49 + 3 - 1) - 7 = 521"],["\\left(44 \\times \\left(\\frac{49 - 28}{7} \\times ((...TRUNCATED) | [[[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[false],[f(...TRUNCATED) | [[[{"answer_block":"44 * (59 - 49 + 3 - 1) - 7 = 521","error":"Expression must use ALL available num(...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**97, 4, 93, 26, 3, 24, 20, 31** \nWe must use **each number exactl(...TRUNCATED) | [
32803
] | [
29
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**97, 4, 93, 26, 3, 24, 20, 31** \nWe must use **each number exactl(...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["(20 \\times 31) + (97 - 97) + (26 - 26) + (24 - 24) + (4 - 4) + (3 - 3) = 620","20 \\times 31 + (...TRUNCATED) | [[[false,false,false],[false,false,false,false,false],[false,false,false,false],[false,false,false],(...TRUNCATED) | [[[{"answer_block":"(20 * 31) + (97 - 97) + (26 - 26) + (24 - 24) + (4 - 4) + (3 - 3) = 620","error"(...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**45, 69, 55, 40, 1, 9, 8, 83** \nWe must use **each number exactly(...TRUNCATED) | [
32858
] | [
38
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**45, 69, 55, 40, 1, 9, 8, 83** \nWe must use **each number exactly(...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["83 * (55 - 45 + 1) = 913","83 * (55 - 45 + 1) + (8 + 9 - 40 - 69) = 913","83 * (55 - 45 + 1) = 9(...TRUNCATED) | [[[false,false,false,false],[false,false,false],[false,false],[false,false],[false],[false,false],[f(...TRUNCATED) | [[[{"answer_block":"83 * (55 - 45 + 1) = 913","error":"Expression must use ALL available numbers. Un(...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**72, 3, 67, 1, 43, 1, 93, 53** \nWe must use **each number exactly(...TRUNCATED) | [
33423
] | [
18
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**72, 3, 67, 1, 43, 1, 93, 53** \nWe must use **each number exactly(...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["(93 + 53 - 1) + (67 - (72 / 3) - 43) * 1 = 145"],["(93 + 53 - 1) + (67 - (72 / 3) - 43) * 1 = 14(...TRUNCATED) | [[[true],[true],[true],[true],[true],[true],[true],[true],[true],[true,true],[true,true],[true,true](...TRUNCATED) | [[[{"answer_block":"(93 + 53 - 1) + (67 - (72 / 3) - 43) * 1 = 145","error":null,"final_answer":145.(...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 **each number exactly(...TRUNCATED) | [
32840
] | [
36
] | [["Continue exploring alternative solution strategies.","Continue exploring alternative solution str(...TRUNCATED) | [["We are given the numbers: \n**13, 1, 13, 68, 2, 2, 93, 62** \nWe must use **each number exactly(...TRUNCATED) | iterative | [
"budget_reached"
] | [
null
] | false | [
0
] | [[["(93 + 68 - 62 + 2 + 1) + (13 - 13) * 2 = 102"],["68 + (93 - 62 + 1 + 2) + (13 - 13) × 2 = 102",(...TRUNCATED) | [[[true],[true,true],[true,true],[true],[true],[true],[true],[true],[true],[true],[true],[true],[tru(...TRUNCATED) | [[[{"answer_block":"(93 + 68 - 62 + 2 + 1) + (13 - 13) * 2 = 102","error":null,"final_answer":102.0,(...TRUNCATED) |
End of preview. Expand in Data Studio
EAS-Qwen3-30B-A3B-Instruct-2507-cd8arg-iterative
Countdown reasoning with iterative 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/Qwen3-30B-A3B-Instruct-2507<api_base>http://10.32.37.25:9080/v1",
"hyperparameters": {
"temperature": 0.7,
"max_tokens_per_round": 32768,
"target_total_tokens": 32768,
"samples": 1,
"strategy": "iterative",
"max_rounds": null,
"min_tokens": 10,
"max_retries_per_round": -1
},
"input_datasets": [],
"description": "Countdown reasoning with iterative strategy to 32768 tokens",
"experiment": "degen_test_1_countdown",
"strategy": "iterative",
"arg_count": 8,
"seed": 42,
"smart_termination": false,
"max_rounds": null,
"min_tokens": 10,
"inference_backend": "inference_engine",
"status": "completed",
"completed_at": "2025-12-26T12:20:00.562844"
}
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-Qwen3-30B-A3B-Instruct-2507-cd8arg-iterative", split="train")
print(f"Loaded {len(dataset)} rows")
This dataset is tracked in reasoning-degeneration-dev/PROJECT-MANIFEST
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