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Answer the following problem. Explain your reasoning step by step. When you are finished, give your answer in this format: <answer>(your answer)</answer>.
# Problem
Using the numbers in the list [56, 22, 98, 71], create an equation that equals 853. You can use basic arithmetic operations (+, -, *, /) and each number can only be used once. Your solution should include a series of steps "Step X:" where each step is a mathematical operation and the final step ultimately leads to the target number or it should be a single equation that results in the target.
Give your answer in the following format:
<answer>
(your answer)
</answer>
Where "(your answer)" is the list of steps to reach the target number or it should be a single equation that results in the target.
For example:
If the list of numbers was [1, 2, 3] and the target was 1, you could write:
<answer>
Step 1: 1 + 2 = 3
Step 2: 3 / 3 = 1
</answer>
or
<answer>
(1 + 2) / 3
</answer>
Let's think step by step. | 22*(98 - 56) - 71 | countdown_4arg | countdown | [
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} | 2025-11-09 | test | main | TAUR-dev/M-0918__random_3args_grpo-rl | 0 | eval_rl | 1 | 2025-11-09T01:05:49.155201 | TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg-eval_rl |
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"(98 + 58) + 68 - 26"
] | "[{\"extraction_type\": \"final\", \"total_spans_found\": 6, \"non_overlapping_spans\": 6, \"span_st(...TRUNCATED) | "[{\"is_correct\": true, \"error\": null, \"answer_block\": \"(98 + 68) + 58 - 26\", \"final_answer\(...TRUNCATED) | [[true,false,false,false,true,true],[true,true,false,true,false,false,false,false,true,true],[false,(...TRUNCATED) | [["(98 - 26) + 58 + 68","None of the provided options correctly achieve the target number of 198 usi(...TRUNCATED) | "[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 792, \"span_text\": \"(98 -(...TRUNCATED) | "[[{\"is_correct\": true, \"error\": null, \"answer_block\": \"(98 - 26) + 58 + 68\", \"final_answer(...TRUNCATED) | {"flips_by":[1,2,0,1],"flips_total":4,"num_correct":4,"pass_at_n":1,"percent_correct":1.0,"skill_cou(...TRUNCATED) | 2025-11-09 | test | main | TAUR-dev/M-0918__random_3args_grpo-rl | 0 | eval_rl | 1 | 2025-11-09T01:05:49.155217 | TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg-eval_rl |
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED) | 27*29 - 96 - 39 | countdown_4arg | countdown | [{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED) | [] | [] | "{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 253, \\\"numbers(...TRUNCATED) | test | "{\"source_dataset\": \"countdown\", \"source_index\": 253, \"numbers\": [96, 27, 29, 39], \"target\(...TRUNCATED) | ["<think>\n<sample>\nTo solve this problem, we need to use the numbers 96, 27, 29, and 39 exactly on(...TRUNCATED) | [
false,
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] | [
"",
"",
"",
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] | {"api_url":"http://10.32.37.15:9080/v1","backend":"litellm","chat_template_applied":true,"generation(...TRUNCATED) | {"backend":"litellm","model_name":"hosted_vllm/TAUR-dev/M-0918__random_3args_grpo-rl","n_responses":(...TRUNCATED) | [
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] | [
"(96 - 29) * (39 - 27)",
"(27 * 39) - 96",
"Not Possible",
"(29 - 27) * 39"
] | "[{\"extraction_type\": \"final\", \"total_spans_found\": 15, \"non_overlapping_spans\": 15, \"span_(...TRUNCATED) | "[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\": (...TRUNCATED) | [[false,false,false,false,false,false,false,false,false,false,false,false,false,false,false],[false,(...TRUNCATED) | [["((96 * 29) / 27) + 39","(96 * 39) / 27","(96 - 27) * (29 - 39)","(27 * 29) - 39","(96 * 29) / 27 (...TRUNCATED) | "[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 2493, \"span_text\": \"((96(...TRUNCATED) | "[[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\":(...TRUNCATED) | {"flips_by":[0,0,0,0],"flips_total":0,"num_correct":0,"pass_at_n":0,"percent_correct":0.0,"skill_cou(...TRUNCATED) | 2025-11-09 | test | main | TAUR-dev/M-0918__random_3args_grpo-rl | 0 | eval_rl | 1 | 2025-11-09T01:05:49.155219 | TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg-eval_rl |
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED) | 33 + 48 - 65 + 87 | countdown_4arg | countdown | [{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED) | [] | [] | "{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 254, \\\"numbers(...TRUNCATED) | test | "{\"source_dataset\": \"countdown\", \"source_index\": 254, \"numbers\": [65, 87, 48, 33], \"target\(...TRUNCATED) | ["<think>\n<sample>\nTo solve this problem, we need to use the numbers 65, 87, 48, and 33 exactly on(...TRUNCATED) | [
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"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED) | 17 - 38 + 82 + 39 | countdown_4arg | countdown | [{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED) | [] | [] | "{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 255, \\\"numbers(...TRUNCATED) | test | "{\"source_dataset\": \"countdown\", \"source_index\": 255, \"numbers\": [17, 39, 38, 82], \"target\(...TRUNCATED) | ["<think>\n<sample>\nTo solve this problem, we need to use the numbers 17, 39, 38, and 82 exactly on(...TRUNCATED) | [
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"",
"",
"",
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"(82 - 38) + 39 + 17",
"(39 + 82) - 38",
"(38 + 39) - 17",
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] | "[{\"extraction_type\": \"final\", \"total_spans_found\": 8, \"non_overlapping_spans\": 8, \"span_st(...TRUNCATED) | "[{\"is_correct\": true, \"error\": null, \"answer_block\": \"(82 - 38) + 39 + 17\", \"final_answer\(...TRUNCATED) | [[false,false,false,false,false,false,true,true],[false,false,false,false,true,false,false,false],[f(...TRUNCATED) | [["(82 - 39) * 17","Not Possible","(39 * 38) - 82","(82 - 39) * 38","(82 - 17) + 39","(82 - 17) * 39(...TRUNCATED) | "[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 2047, \"span_text\": \"(82 (...TRUNCATED) | "[[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\":(...TRUNCATED) | {"flips_by":[0,1,0,0],"flips_total":1,"num_correct":2,"pass_at_n":1,"percent_correct":0.5,"skill_cou(...TRUNCATED) | 2025-11-09 | test | main | TAUR-dev/M-0918__random_3args_grpo-rl | 0 | eval_rl | 1 | 2025-11-09T01:05:49.155223 | TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg-eval_rl |
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED) | 93 + 99 + 42 + 20 | countdown_4arg | countdown | [{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED) | [] | [] | "{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 256, \\\"numbers(...TRUNCATED) | test | "{\"source_dataset\": \"countdown\", \"source_index\": 256, \"numbers\": [42, 20, 99, 93], \"target\(...TRUNCATED) | ["<think>\n<sample>\nTo solve this problem, we need to use the numbers 42, 20, 99, and 93 exactly on(...TRUNCATED) | [
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"",
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"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED) | 76*25/2 + 2 | countdown_4arg | countdown | [{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED) | [] | [] | "{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 257, \\\"numbers(...TRUNCATED) | test | "{\"source_dataset\": \"countdown\", \"source_index\": 257, \"numbers\": [2, 2, 25, 76], \"target\":(...TRUNCATED) | ["<think>\n<sample>\nTo solve this problem, we need to use the numbers 2, 2, 25, and 76 exactly once(...TRUNCATED) | [
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"",
"",
"",
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"(25 * 2) * (25 - 2)",
"((76 / 2) * 25) + 2",
"(25 - 2) * 25 - 25",
"None of the options work."
] | "[{\"extraction_type\": \"final\", \"total_spans_found\": 12, \"non_overlapping_spans\": 12, \"span_(...TRUNCATED) | "[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\": (...TRUNCATED) | [[false,false,false,false,false,false,false,false,false,false,false,false],[true,true],[false,false,(...TRUNCATED) | [["(76 + 25) * 2 + 2","(2 * 25) + 76","(25 + 25) * 2","(2 * 25) * 2 - 76","Not Possible","(25 * 2) *(...TRUNCATED) | "[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 1763, \"span_text\": \"(76 (...TRUNCATED) | "[[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\":(...TRUNCATED) | {"flips_by":[0,0,1,1],"flips_total":2,"num_correct":1,"pass_at_n":1,"percent_correct":0.25,"skill_co(...TRUNCATED) | 2025-11-09 | test | main | TAUR-dev/M-0918__random_3args_grpo-rl | 0 | eval_rl | 1 | 2025-11-09T01:05:49.155226 | TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg-eval_rl |
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED) | 26 + 87 + 25 + 97 | countdown_4arg | countdown | [{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED) | [] | [] | "{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 258, \\\"numbers(...TRUNCATED) | test | "{\"source_dataset\": \"countdown\", \"source_index\": 258, \"numbers\": [87, 25, 97, 26], \"target\(...TRUNCATED) | ["<think>\n<sample>\nTo solve this problem, we need to use the numbers 87, 25, 97, and 26 exactly on(...TRUNCATED) | [
false,
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false,
false
] | [
"",
"",
"",
""
] | {"api_url":"http://10.32.37.15:9080/v1","backend":"litellm","chat_template_applied":true,"generation(...TRUNCATED) | {"backend":"litellm","model_name":"hosted_vllm/TAUR-dev/M-0918__random_3args_grpo-rl","n_responses":(...TRUNCATED) | [
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true,
false,
true
] | [
"(26 + 25) * 97",
"(87 + 25) + 97 + 26",
"(26 - 25) * 25 * 87",
"(87 + 25) + 97 + 26"
] | "[{\"extraction_type\": \"final\", \"total_spans_found\": 15, \"non_overlapping_spans\": 15, \"span_(...TRUNCATED) | "[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\": (...TRUNCATED) | [[true,false,false,false,false,false,false,false,false,false,false,false,false,false,false],[true,fa(...TRUNCATED) | [["(87 + 25) + 97 + 26","(87 - 25) * 26","(87 - 25) * 97","(26 * 25) - 87","(26 * 25) - 87","(26 * 2(...TRUNCATED) | "[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 1650, \"span_text\": \"(87 (...TRUNCATED) | "[[{\"is_correct\": true, \"error\": null, \"answer_block\": \"(87 + 25) + 97 + 26\", \"final_answer(...TRUNCATED) | {"flips_by":[1,1,0,0],"flips_total":2,"num_correct":2,"pass_at_n":1,"percent_correct":0.5,"skill_cou(...TRUNCATED) | 2025-11-09 | test | main | TAUR-dev/M-0918__random_3args_grpo-rl | 0 | eval_rl | 1 | 2025-11-09T01:05:49.155227 | TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg-eval_rl |
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED) | 10*58 - 37 + 25 | countdown_4arg | countdown | [{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED) | [] | [] | "{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 259, \\\"numbers(...TRUNCATED) | test | "{\"source_dataset\": \"countdown\", \"source_index\": 259, \"numbers\": [58, 25, 10, 37], \"target\(...TRUNCATED) | ["<think>\n<sample>\nTo solve this problem, we need to use the numbers 58, 25, 10, and 37 exactly on(...TRUNCATED) | [
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"",
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] | ["(58 * 10) + 25 - 37","(58 * 10) - 37 + 25","No valid solution found within given constraints.","No(...TRUNCATED) | "[{\"extraction_type\": \"final\", \"total_spans_found\": 10, \"non_overlapping_spans\": 10, \"span_(...TRUNCATED) | "[{\"is_correct\": true, \"error\": null, \"answer_block\": \"(58 * 10) + 25 - 37\", \"final_answer\(...TRUNCATED) | [[false,true,false,false,false,false,false,false,true,true],[false,false,false,false,false,true,true(...TRUNCATED) | [["((58 * 10) - 25) * 37","(58 * 10) - 37 + 25","(58 + 37) * 10","(58 - 25) * 10 + 37","(58 + 37) * (...TRUNCATED) | "[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 2244, \"span_text\": \"((58(...TRUNCATED) | "[[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\":(...TRUNCATED) | {"flips_by":[1,0,1,1],"flips_total":3,"num_correct":2,"pass_at_n":1,"percent_correct":0.5,"skill_cou(...TRUNCATED) | 2025-11-09 | test | main | TAUR-dev/M-0918__random_3args_grpo-rl | 0 | eval_rl | 1 | 2025-11-09T01:05:49.155228 | TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg-eval_rl |
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED) | 61 + 75 + 12 - 33 | countdown_4arg | countdown | [{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED) | [] | [] | "{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 261, \\\"numbers(...TRUNCATED) | test | "{\"source_dataset\": \"countdown\", \"source_index\": 261, \"numbers\": [61, 12, 33, 75], \"target\(...TRUNCATED) | ["<think>\n<sample>\nTo solve this problem, we need to use the numbers 61, 12, 33, and 75 exactly on(...TRUNCATED) | [
false,
false,
false,
false
] | [
"",
"",
"",
""
] | {"api_url":"http://10.32.37.15:9080/v1","backend":"litellm","chat_template_applied":true,"generation(...TRUNCATED) | {"backend":"litellm","model_name":"hosted_vllm/TAUR-dev/M-0918__random_3args_grpo-rl","n_responses":(...TRUNCATED) | [
true,
false,
false,
false
] | [
"(75 - 33) + 12 + 61",
"(61 + 12) + 33",
"(61 + 33) * 12",
"(75 - 12) * 61 / 33"
] | "[{\"extraction_type\": \"final\", \"total_spans_found\": 6, \"non_overlapping_spans\": 6, \"span_st(...TRUNCATED) | "[{\"is_correct\": true, \"error\": null, \"answer_block\": \"(75 - 33) + 12 + 61\", \"final_answer\(...TRUNCATED) | [[false,false,false,false,true,true],[false,false,false,false,false,false,false,false,false,false,fa(...TRUNCATED) | [["Not possible with the given numbers using standard arithmetic operations.","(75 + 12) - 33","No v(...TRUNCATED) | "[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 2275, \"span_text\": \"Not (...TRUNCATED) | "[[{\"is_correct\": false, \"error\": \"Could not evaluate expression\", \"answer_block\": \"Not pos(...TRUNCATED) | {"flips_by":[0,0,0,0],"flips_total":0,"num_correct":1,"pass_at_n":1,"percent_correct":0.25,"skill_co(...TRUNCATED) | 2025-11-09 | test | main | TAUR-dev/M-0918__random_3args_grpo-rl | 0 | eval_rl | 1 | 2025-11-09T01:05:49.155229 | TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg-eval_rl |
Experiment Tracker: FinEval_16k_fulleval_3args_Random-RL-countdown_4arg
Experiment Description: Evaluation experiment for task countdown_4arg from FinEval_16k_fulleval_3args_Random-RL
Start Time: 2025-11-08T21:01:00.619735
Tracker Dataset: TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1
Stages Completed
Total stages: 1
Models Created
Dataset Configurations
This tracker dataset contains the following configurations with immediate upload as stages complete:
Training Data (Complete Datasets)
Hyperparameters (Complete Configurations)
Logs (Stage-Specific)
Evaluation Results (Complete with Annotations)
Metadata
- experiment_metadata: Timeline and stage information
Usage
Load specific configurations with:
from datasets import load_dataset
# Load experiment metadata
metadata = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'experiment_metadata')
# Load complete training datasets
sft_data = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'training_data__sft')
sft_metadata = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'training_data__sft_metadata')
# Load complete configurations
sft_hyperparams = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'hyperparameters__sft')
rl_hyperparams = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'hyperparameters__rl')
# Load stage-specific logs
sft_logs = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'logs__sft')
rl_logs = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'logs__rl')
# Load evaluation results with annotations
sft_eval_results = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'evals_eval_sft')
rl_eval_results = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_3args_Random-RL-countdown_4arg__v1', 'evals_eval_rl')
Models
Registry
All models from this experiment are automatically registered in the SkillFactory Model Registry with:
- Complete training configuration (hyperparameters, datasets, methods)
- Experiment lineage (links back to this tracker dataset)
- Stage-specific metadata (SFT vs RL training details)
- Structured input data references (training datasets and configurations)
Registry entries follow the naming pattern: Model - FinEval_16k_fulleval_3args_Random-RL-countdown_4arg - {stage_name} - {SFT/RL}
Generated by SkillFactory Experiment Management System All artifacts uploaded immediately as stages complete with perfect data provenance
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