question stringclasses 10
values | metadata stringclasses 10
values | task_source stringclasses 1
value | formatted_prompt listlengths 2 2 | response listlengths 1 1 | formatted_prompt__metadata listlengths 1 1 | response__metadata listlengths 1 1 | response__extractions listlengths 1 1 | response__extractions_metadata listlengths 1 1 | eval_correct listlengths 1 1 | eval_correct__metadata listlengths 1 1 | _judge_prompt__metadata listlengths 1 1 | _judge_response__metadata listlengths 1 1 | strategy_compliance int64 3 5 | compliance_reasoning stringclasses 10
values | compliance_elements_followed listlengths 3 8 | compliance_elements_missed listlengths 0 5 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
"Using ALL of the numbers 28, 98, 44, 14, 69, 49, 7, 46, create an expression that equals 303. You m(...TRUNCATED) | "{\"numbers\": [28, 98, 44, 14, 69, 49, 7, 46], \"target\": 303, \"operators_used\": [\"*\", \"*\", (...TRUNCATED) | countdown | [{"content":"You are a math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["STEP 1 — INVENTORY: \nAvailable: [7, 14, 28, 44, 46, 49, 69, 98] \nTarget: 303 \n\nWe will pe(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.049928,"finish_reason":"length","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K(...TRUNCATED) | [
[]
] | [
[]
] | [
[]
] | [
[]
] | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.0027560999999999996,"finish_reason":"stop","input_tokens":17518,"model":"gpt-4o-mini-2024(...TRUNCATED) | 4 | "The model demonstrates a strong adherence to the systematic tree search strategy, including clear i(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...TRUNCATED) | ["Shows solution path tracing back through successful branches","Avoids heuristic reasoning (no 'clo(...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 math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["STEP 1 — INVENTORY \nAvailable: [25, 69, 58, 14, 55, 24, 36, 60] \nTarget: 176 \n\nWe will pe(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.049928,"finish_reason":"length","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K(...TRUNCATED) | [
[]
] | [
[]
] | [
[]
] | [
[]
] | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.0027507,"finish_reason":"stop","input_tokens":17510,"model":"gpt-4o-mini-2024-07-18","out(...TRUNCATED) | 4 | "The model demonstrates a strong adherence to the systematic tree search strategy, including clear i(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...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 math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["STEP 1 — INVENTORY: \nAvailable: [55, 36, 6, 3, 14, 99, 17, 82] \nTarget: 245 \n\nWe will per(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.049928,"finish_reason":"length","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K(...TRUNCATED) | [
[]
] | [
[]
] | [
[]
] | [
[]
] | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.0027549,"finish_reason":"stop","input_tokens":17514,"model":"gpt-4o-mini-2024-07-18","out(...TRUNCATED) | 3 | "The model demonstrates a partial adherence to the prescribed strategy by listing the available numb(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...TRUNCATED) | ["Uses explicit tree structure (branches, levels, indentation, or labeling)","Explicitly marks dead (...TRUNCATED) |
"Using ALL of the numbers 87, 69, 43, 4, 55, 34, 23, 2, create an expression that equals 874. You mu(...TRUNCATED) | "{\"numbers\": [87, 69, 43, 4, 55, 34, 23, 2], \"target\": 874, \"operators_used\": [\"*\", \"+\", \(...TRUNCATED) | countdown | [{"content":"You are a math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["Let's solve this using systematic tree search with explicit backtracking.\n\n---\n\n**STEP 1 — I(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.022814,"finish_reason":"stop","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K2-(...TRUNCATED) | [
[
"(87 * 2) + (69 + 43 + 55 + 34 + 23 - 4) = 874"
]
] | [
[
{
"end_index": 16995,
"end_phrase": "</answer>",
"start_index": 16933,
"start_phrase": "<answer>"
}
]
] | [
[
false
]
] | [[{"answer_block":"(87 * 2) + (69 + 43 + 55 + 34 + 23 - 4) = 874","error":"Expression does not equal(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.0014031,"finish_reason":"stop","input_tokens":8478,"model":"gpt-4o-mini-2024-07-18","outp(...TRUNCATED) | 4 | "The model demonstrates a strong adherence to the systematic tree search strategy, including clear i(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...TRUNCATED) | [
"Shows solution path tracing back through successful branches",
"Must use all numbers exactly once"
] |
"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 math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["We are given the numbers: \n**[56, 63, 7, 50, 44, 1, 87, 52]** \nTarget: **132**\n\nWe must use (...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.01925,"finish_reason":"stop","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K2-I(...TRUNCATED) | [
[
"((87 + 52) - (50 - 44) - 1) + ((56 - 63) + 7) = 132"
]
] | [
[
{
"end_index": 15194,
"end_phrase": "</answer>",
"start_index": 15126,
"start_phrase": "<answer>"
}
]
] | [
[
true
]
] | [[{"answer_block":"((87 + 52) - (50 - 44) - 1) + ((56 - 63) + 7) = 132","error":null,"final_answer":(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.0012282,"finish_reason":"stop","input_tokens":7320,"model":"gpt-4o-mini-2024-07-18","outp(...TRUNCATED) | 5 | "The model fully adhered to the prescribed reasoning strategy, systematically exploring branches and(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...TRUNCATED) | [] |
"Using ALL of the numbers 32, 32, 36, 58, 2, 97, 60, 11, create an expression that equals 409. You m(...TRUNCATED) | "{\"numbers\": [32, 32, 36, 58, 2, 97, 60, 11], \"target\": 409, \"operators_used\": [\"/\", \"*\", (...TRUNCATED) | countdown | [{"content":"You are a math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["STEP 1 — INVENTORY \nAvailable numbers: [2, 11, 32, 32, 36, 58, 60, 97] \nTarget: 409 \n\nWe (...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.049928,"finish_reason":"length","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K(...TRUNCATED) | [
[]
] | [
[]
] | [
[]
] | [
[]
] | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.00273675,"finish_reason":"stop","input_tokens":17397,"model":"gpt-4o-mini-2024-07-18","ou(...TRUNCATED) | 4 | "The model demonstrates a strong adherence to the systematic tree search strategy, including clear i(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...TRUNCATED) | ["Shows solution path tracing back through successful branches","Avoids heuristic reasoning (no 'clo(...TRUNCATED) |
"Using ALL of the numbers 38, 30, 47, 23, 39, 2, 91, 1, create an expression that equals 785. You mu(...TRUNCATED) | "{\"numbers\": [38, 30, 47, 23, 39, 2, 91, 1], \"target\": 785, \"operators_used\": [\"-\", \"*\", \(...TRUNCATED) | countdown | [{"content":"You are a math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["STEP 1 — INVENTORY \nAvailable: [38, 30, 47, 23, 39, 2, 91, 1] \nTarget: 785\n\nWe will do a s(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.036857,"finish_reason":"stop","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K2-(...TRUNCATED) | [
[
"39 * 23 - 47 - 38 - 30 + 2 + 1 = 785"
]
] | [
[
{
"end_index": 27407,
"end_phrase": "</answer>",
"start_index": 27354,
"start_phrase": "<answer>"
}
]
] | [
[
false
]
] | [[{"answer_block":"39 * 23 - 47 - 38 - 30 + 2 + 1 = 785","error":"Expression must use ALL available (...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.00210105,"finish_reason":"stop","input_tokens":13103,"model":"gpt-4o-mini-2024-07-18","ou(...TRUNCATED) | 5 | "The model fully adheres to the prescribed strategy, systematically listing available numbers and th(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...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 math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["STEP 1 — INVENTORY \nAvailable numbers: [1, 2, 2, 13, 13, 62, 68, 93] \nTarget: 102 \nWe must(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.004523,"finish_reason":"stop","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K2-(...TRUNCATED) | [
[
"93 + 68 - 62 + 2 + 1 + (13 - 13) * 2 = 102"
]
] | [
[
{
"end_index": 3554,
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"start_phrase": "<answer>"
}
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[
true
]
] | [[{"answer_block":"93 + 68 - 62 + 2 + 1 + (13 - 13) * 2 = 102","error":null,"final_answer":102.0,"is(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.00048014999999999993,"finish_reason":"stop","input_tokens":2381,"model":"gpt-4o-mini-2024(...TRUNCATED) | 5 | "The model fully complies with the prescribed strategy by systematically listing the available numbe(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...TRUNCATED) | [] |
"Using ALL of the numbers 87, 1, 21, 9, 57, 45, 6, 17, create an expression that equals 113. You mus(...TRUNCATED) | "{\"numbers\": [87, 1, 21, 9, 57, 45, 6, 17], \"target\": 113, \"operators_used\": [\"/\", \"*\", \"(...TRUNCATED) | countdown | [{"content":"You are a math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["STEP 1 — INVENTORY \nAvailable: [87, 1, 21, 9, 57, 45, 6, 17] \nTarget: 113 \n\nWe will perfo(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.049928,"finish_reason":"length","input_tokens":776,"model":"together_ai/moonshotai/Kimi-K(...TRUNCATED) | [
[]
] | [
[]
] | [
[]
] | [
[]
] | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.0027603,"finish_reason":"stop","input_tokens":17526,"model":"gpt-4o-mini-2024-07-18","out(...TRUNCATED) | 3 | "The model demonstrates a partial adherence to the prescribed strategy by listing the available numb(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...TRUNCATED) | ["Explicitly marks dead ends (writes DEAD END or BACKTRACK or equivalent)","Returns to previous bran(...TRUNCATED) |
"Using ALL of the numbers 60, 90, 39, 30, 53, 15, 18, 6, create an expression that equals 239. You m(...TRUNCATED) | "{\"numbers\": [60, 90, 39, 30, 53, 15, 18, 6], \"target\": 239, \"operators_used\": [\"+\", \"*\", (...TRUNCATED) | countdown | [{"content":"You are a math problem solver. Solve the given arithmetic problem step by step. Show yo(...TRUNCATED) | ["STEP 1 — INVENTORY \nAvailable: [60, 90, 39, 30, 53, 15, 18, 6] \nTarget: 239 \n\nWe will per(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"together_ai/moonshotai/Kimi-K2-In(...TRUNCATED) | [{"cost":0.0057079999999999995,"finish_reason":"stop","input_tokens":776,"model":"together_ai/moonsh(...TRUNCATED) | [
[
"60 + 90 + 53 + 39 - 30 + 15 + 18 - 6 = 239"
]
] | [
[
{
"end_index": 4512,
"end_phrase": "</answer>",
"start_index": 4453,
"start_phrase": "<answer>"
}
]
] | [
[
true
]
] | [[{"answer_block":"60 + 90 + 53 + 39 - 30 + 15 + 18 - 6 = 239","error":null,"final_answer":239.0,"is(...TRUNCATED) | [{"endpoint_type":"chat","litellm_function":"acompletion","model":"gpt-4o-mini-2024-07-18","raw_prom(...TRUNCATED) | [{"cost":0.0005448,"finish_reason":"stop","input_tokens":2768,"model":"gpt-4o-mini-2024-07-18","outp(...TRUNCATED) | 5 | "The model fully complies with the prescribed strategy by systematically listing the available numbe(...TRUNCATED) | ["Lists all available numbers and target at the start (INVENTORY step)","Picks pairs of numbers and (...TRUNCATED) | [] |
t1-strategy-countdown-treesearch-kimi-k2-instruct-kimi-inst
Strategy compliance evaluation on countdown arithmetic — tree-search variant.
Model was instructed to use a systematic tree search with explicit backtracking. Compliance is scored by an LLM judge (1-5 Likert).
Results
| Metric | Value |
|---|---|
| pass@1 | 0.3000 |
| Strategy compliance (mean) | 4.20 |
| Strategy compliance (min) | 3 |
| Strategy compliance (max) | 5 |
| Total problems | 10 |
Compliance Distribution
| Score | Count | Meaning |
|---|---|---|
| 1 | 0 | Non-compliant |
| 2 | 0 | Minimal |
| 3 | 2 | Partial |
| 4 | 4 | Mostly compliant |
| 5 | 4 | Fully compliant |
Details
| Parameter | Value |
|---|---|
| Model | together_ai/moonshotai/Kimi-K2-Instruct-0905 |
| Thinking | False |
| Temperature | 0.7 |
| Max tokens | 32768 |
| Judge model | openai/gpt-4o-mini |
| Num examples | 10 |
| Num args | 8 |
| Variant | tree-search |
Usage
from datasets import load_dataset
ds = load_dataset("reasoning-degeneration-dev/t1-strategy-countdown-treesearch-kimi-k2-instruct-kimi-inst", split="train")
scores = ds["strategy_compliance"]
print(f"Mean compliance: {sum(scores) / len(scores):.2f}")
Tracked in reasoning-degeneration-dev/PROJECT-MANIFEST
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