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2025-11-16 00:00:00
2025-11-16 00:00:00
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2025-11-16 23:27:28
2025-11-16 23:27:28
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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 [96, 97, 68], create an equation that equals 125. 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.
97 + 96 - 68
countdown_3arg
countdown
[ { "content": "Answer the following problem. Explain your reasoning step by step. When you are finished, give your answer in this format: <answer>(your answer)</answer>.\n\n# Problem\nUsing the numbers in the list [96, 97, 68], create an equation that equals 125. You can use basic arithmetic operations (+, -, *,...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 5000, \"numbers\": [96, 97, 68], \"target\": 125, \"expression\": \"97 + 96 - 68\"}", "task_source": "countdown"}
test
null
null
null
null
null
null
null
null
null
null
null
null
{"source_dataset": "countdown", "source_index": 5000, "numbers": [96, 97, 68], "target": 125, "expression": "97 + 96 - 68"}
null
null
null
null
null
null
[ "To solve for 125 using the given numbers [96, 97, 68], we need to find a combination of these numbers through addition, subtraction, multiplication, and division that will result in 125. Let's break down the process:\n\n### Step-by-Step Reasoning\n\n1. **Identify Possible Combinations**:\n - We start with three ...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:40441/v1", "backend": "litellm", "chat_template_applied": true, "generation_params": { "chat_template_applied": true, "max_tokens": 16384, "n": 1, "repetition_penalty": 1.1, "temperature": 0.7, "top_k": 20, "top_p": 0.8 }, "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "prompt": [ { "content": "Answer the following problem. Explain your reasoning step by step. When you are finished, give your answer in this format: <answer>(your answer)</answer>.\n\n# Problem\nUsing the numbers in the list [96, 97, 68], create an equation that equals 125. 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.\n\nGive your answer in the following format:\n<answer>\n(your answer)\n</answer>\n\nWhere \"(your answer)\" is the list of steps to reach the target number or it should be a single equation that results in the target. \n\nFor example:\nIf the list of numbers was [1, 2, 3] and the target was 1, you could write:\n<answer>\nStep 1: 1 + 2 = 3\nStep 2: 3 / 3 = 1\n</answer>\n\nor \n\n<answer>\n(1 + 2) / 3\n</answer>\n\nLet's think step by step.", "role": "user" } ] }
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ true, false, true, true ]
[ "Step 1: 97 - 68 = 29\nStep 2: 96 + 29 = 125", "((96 + 97) * 68)", "(96 + 97) - 68 = 125", "((97 - 68) + 96)" ]
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[ [ true ], [ false ], [ true ], [ true ] ]
[ [ "Step 1: 97 - 68 = 29\nStep 2: 96 + 29 = 125" ], [ "((96 + 97) * 68)" ], [ "(96 + 97) - 68 = 125" ], [ "((97 - 68) + 96)" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 1090, "span_text": "Step 1: 97 - 68 = 29\nStep 2: 96 + 29 = 125", "extraction_type": "internal", "span_start": 1090, "span_end": 1134, "original_span": "Step 1: 97 - 68 = 29\nStep 2: 96 + 29 = 125"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 537, "span_text": "((96 + 97) * 68)", "extraction_type": "internal", "span_start": 537, "span_end": 553, "original_span": "((96 + 97) * 68)"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 456, "span_text": "(96 + 97) - 68 = 125", "extraction_type": "internal", "span_start": 456, "span_end": 476, "original_span": "(96 + 97) - 68 = 125"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 986, "span_text": "((97 - 68) + 96)", "extraction_type": "internal", "span_start": 986, "span_end": 1004, "original_span": "((97 - 68) + 96)"}]]
[[{"is_correct": true, "error": null, "answer_block": "Step 1: 97 - 68 = 29\nStep 2: 96 + 29 = 125", "final_answer": 125.0}], [{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "((96 + 97) * 68)", "final_answer": 125.0}], [{"is_correct": true, "error": null, "answer_block": "(96 + 97) - 68 = 125", "final_answer": 125.0}], [{"is_correct": true, "error": null, "answer_block": "((97 - 68) + 96)", "final_answer": 125.0}]]
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 3, "pass_at_n": 1, "percent_correct": 0.75, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, 0, 0 ], "reflect_open": [ 0, 0, 0, 0 ], "reflection_sbon": [ 0, 0, 0, 0 ], "sample_close": [ 0, 0, 0, 0 ], "sample_open": [ 0, 0, 0, 0 ], "vote_close": [ 0, 0, 0, 0 ], "vote_open": [ 0, 0, 0, 0 ], "voting": [ 0, 0, 0, 0 ] }, "total_responses": 4 }
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966899
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
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 [21, 80, 46], create an equation that equals 105. 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.
46 + 80 - 21
countdown_3arg
countdown
[ { "content": "Answer the following problem. Explain your reasoning step by step. When you are finished, give your answer in this format: <answer>(your answer)</answer>.\n\n# Problem\nUsing the numbers in the list [21, 80, 46], create an equation that equals 105. You can use basic arithmetic operations (+, -, *,...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 5001, \"numbers\": [21, 80, 46], \"target\": 105, \"expression\": \"46 + 80 - 21\"}", "task_source": "countdown"}
test
null
null
null
null
null
null
null
null
null
null
null
null
{"source_dataset": "countdown", "source_index": 5001, "numbers": [21, 80, 46], "target": 105, "expression": "46 + 80 - 21"}
null
null
null
null
null
null
[ "To solve for 105 using the numbers [21, 80, 46], we need to combine these numbers through addition, subtraction, multiplication, and division while ensuring all numbers are utilized exactly once.\n\nHere’s one way to achieve this:\n\n1. Start with the largest number available.\n - Use 80 because it's close to ou...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:40441/v1", "backend": "litellm", "chat_template_applied": true, "generation_params": { "chat_template_applied": true, "max_tokens": 16384, "n": 1, "repetition_penalty": 1.1, "temperature": 0.7, "top_k": 20, "top_p": 0.8 }, "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "prompt": [ { "content": "Answer the following problem. Explain your reasoning step by step. When you are finished, give your answer in this format: <answer>(your answer)</answer>.\n\n# Problem\nUsing the numbers in the list [21, 80, 46], create an equation that equals 105. 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.\n\nGive your answer in the following format:\n<answer>\n(your answer)\n</answer>\n\nWhere \"(your answer)\" is the list of steps to reach the target number or it should be a single equation that results in the target. \n\nFor example:\nIf the list of numbers was [1, 2, 3] and the target was 1, you could write:\n<answer>\nStep 1: 1 + 2 = 3\nStep 2: 3 / 3 = 1\n</answer>\n\nor \n\n<answer>\n(1 + 2) / 3\n</answer>\n\nLet's think step by step.", "role": "user" } ] }
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ false, false, false, false ]
[ "(80 + 21) + 4", "None Found", "21 + 80", "80 + 21 - 46 = 105" ]
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[{"is_correct": false, "error": "Expression uses an unavailable or repeated number", "answer_block": "(80 + 21) + 4", "final_answer": 105.0}, {"is_correct": false, "error": "Could not evaluate expression", "answer_block": "None Found", "final_answer": null}, {"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "21 + 80", "final_answer": 105.0}, {"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "80 + 21 - 46 = 105", "final_answer": 105.0}]
[ [ false ], [ false ], [ false ], [ false ] ]
[ [ "(80 + 21) + 4" ], [ "None Found" ], [ "21 + 80" ], [ "80 + 21 - 46 = 105" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 879, "span_text": "(80 + 21) + 4", "extraction_type": "internal", "span_start": 879, "span_end": 894, "original_span": "(80 + 21) + 4"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 4052, "span_text": "None Found", "extraction_type": "internal", "span_start": 4052, "span_end": 4062, "original_span": "None Found"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 814, "span_text": "21 + 80", "extraction_type": "internal", "span_start": 814, "span_end": 821, "original_span": "21 + 80"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 2268, "span_text": "80 + 21 - 46 = 105", "extraction_type": "internal", "span_start": 2268, "span_end": 2289, "original_span": "80 + 21 - 46 = 105"}]]
[[{"is_correct": false, "error": "Expression uses an unavailable or repeated number", "answer_block": "(80 + 21) + 4", "final_answer": 105.0}], [{"is_correct": false, "error": "Could not evaluate expression", "answer_block": "None Found", "final_answer": null}], [{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "21 + 80", "final_answer": 105.0}], [{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "80 + 21 - 46 = 105", "final_answer": 105.0}]]
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 0, "pass_at_n": 0, "percent_correct": 0, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, 0, 0 ], "reflect_open": [ 0, 0, 0, 0 ], "reflection_sbon": [ 0, 0, 0, 0 ], "sample_close": [ 0, 0, 0, 0 ], "sample_open": [ 0, 0, 0, 0 ], "vote_close": [ 0, 0, 0, 0 ], "vote_open": [ 0, 0, 0, 0 ], "voting": [ 0, 0, 0, 0 ] }, "total_responses": 4 }
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966909
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
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 [6, 76, 96], create an equation that equals 500. 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.
6*96 - 76
countdown_3arg
countdown
[ { "content": "Answer the following problem. Explain your reasoning step by step. When you are finished, give your answer in this format: <answer>(your answer)</answer>.\n\n# Problem\nUsing the numbers in the list [6, 76, 96], create an equation that equals 500. You can use basic arithmetic operations (+, -, *, ...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 5002, \"numbers\": [6, 76, 96], \"target\": 500, \"expression\": \"6*96 - 76\"}", "task_source": "countdown"}
test
null
null
null
null
null
null
null
null
null
null
null
null
{"source_dataset": "countdown", "source_index": 5002, "numbers": [6, 76, 96], "target": 500, "expression": "6*96 - 76"}
null
null
null
null
null
null
[ "First, I'll try to understand the problem better by writing out a plan and go really deep into detail about how I should solve this.\nThe goal is to create an equation using the numbers from the given list [6, 76, 96] which will result in the target number 500.\nOne possible approach would be to start with one of ...
[ false, false, false, false ]
[ "", "", "", "" ]
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{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ false, false, false, false ]
[ "((76 - 6) + 96) * 3 - 6", null, "76*96/6=500", "6 + 76 + 96 = 178" ]
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[{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "((76 - 6) + 96) * 3 - 6", "final_answer": 500.0}, {"evaluation_method": "response_processor", "reason": "no_extracted_answer", "extraction_result": "{'extraction_type': 'final'}"}, {"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "76*96/6=500", "final_answer": 500.0}, {"is_correct": false, "error": "Incorrect final answer", "answer_block": "6 + 76 + 96 = 178", "final_answer": 178.0}]
[ [ false ], [], [ false ], [ false ] ]
[ [ "((76 - 6) + 96) * 3 - 6" ], [], [ "76*96/6=500" ], [ "6 + 76 + 96 = 178" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 1129, "span_text": "((76 - 6) + 96) * 3 - 6", "extraction_type": "internal", "span_start": 1129, "span_end": 1155, "original_span": "((76 - 6) + 96) * 3 - 6"}], [], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 2365, "span_text": "76*96/6=500", "extraction_type": "internal", "span_start": 2365, "span_end": 2376, "original_span": "76*96/6=500"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 549, "span_text": "6 + 76 + 96 = 178", "extraction_type": "internal", "span_start": 549, "span_end": 568, "original_span": "6 + 76 + 96 = 178"}]]
[[{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "((76 - 6) + 96) * 3 - 6", "final_answer": 500.0}], [], [{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "76*96/6=500", "final_answer": 500.0}], [{"is_correct": false, "error": "Incorrect final answer", "answer_block": "6 + 76 + 96 = 178", "final_answer": 178.0}]]
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 0, "pass_at_n": 0, "percent_correct": 0, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, 0, 0 ], "reflect_open": [ 0, 0, 0, 0 ], "reflection_sbon": [ 0, 0, 0, 0 ], "sample_close": [ 0, 0, 0, 0 ], "sample_open": [ 0, 0, 0, 0 ], "vote_close": [ 0, 0, 0, 0 ], "vote_open": [ 0, 0, 0, 0 ], "voting": [ 0, 0, 0, 0 ] }, "total_responses": 4 }
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966911
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
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 [42, 12, 3], create an equation that equals 630. 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.
42*(12 + 3)
countdown_3arg
countdown
[ { "content": "Answer the following problem. Explain your reasoning step by step. When you are finished, give your answer in this format: <answer>(your answer)</answer>.\n\n# Problem\nUsing the numbers in the list [42, 12, 3], create an equation that equals 630. You can use basic arithmetic operations (+, -, *, ...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 5003, \"numbers\": [42, 12, 3], \"target\": 630, \"expression\": \"42*(12 + 3)\"}", "task_source": "countdown"}
test
null
null
null
null
null
null
null
null
null
null
null
null
{"source_dataset": "countdown", "source_index": 5003, "numbers": [42, 12, 3], "target": 630, "expression": "42*(12 + 3)"}
null
null
null
null
null
null
[ "Rewritten Question:\n\nCreate an equation using the numbers from the set {42, 12, 3} such that the result equals 630.\n- Step 1: Multiply 42 by 12.\n- Step 2: Divide the product obtained in Step 1 by 3.\n\nFinal Equation: (42 * 12) / 3\n\n<answer>\n(42 * 12) / 3\n</answer>", "First, I'll try to understand the pr...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:40441/v1", "backend": "litellm", "chat_template_applied": true, "generation_params": { "chat_template_applied": true, "max_tokens": 16384, "n": 1, "repetition_penalty": 1.1, "temperature": 0.7, "top_k": 20, "top_p": 0.8 }, "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "prompt": [ { "content": "Answer the following problem. Explain your reasoning step by step. When you are finished, give your answer in this format: <answer>(your answer)</answer>.\n\n# Problem\nUsing the numbers in the list [42, 12, 3], create an equation that equals 630. 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.\n\nGive your answer in the following format:\n<answer>\n(your answer)\n</answer>\n\nWhere \"(your answer)\" is the list of steps to reach the target number or it should be a single equation that results in the target. \n\nFor example:\nIf the list of numbers was [1, 2, 3] and the target was 1, you could write:\n<answer>\nStep 1: 1 + 2 = 3\nStep 2: 3 / 3 = 1\n</answer>\n\nor \n\n<answer>\n(1 + 2) / 3\n</answer>\n\nLet's think step by step.", "role": "user" } ] }
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ false, false, false, false ]
[ "(42 * 12) / 3", "42 * 12 + 126", "42 * 12 + 3", "((42 - 12) * 3)" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 239, "span_end": 254, "original_span": "(42 * 12) / 3"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 1236, "span_end": 1249, "original_span": "42 * 12 + 126"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 204, "span_end": 215, "original_span": "42 * 12 + 3"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 2265, "span_end": 2283, "original_span": "((42 - 12) * 3)"}]
[{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "(42 * 12) / 3", "final_answer": 630.0}, {"is_correct": false, "error": "Expression uses an unavailable or repeated number", "answer_block": "42 * 12 + 126", "final_answer": 630.0}, {"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "42 * 12 + 3", "final_answer": 630.0}, {"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "((42 - 12) * 3)", "final_answer": 630.0}]
[ [ false ], [ false ], [ false ], [ false ] ]
[ [ "(42 * 12) / 3" ], [ "42 * 12 + 126" ], [ "42 * 12 + 3" ], [ "((42 - 12) * 3)" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 239, "span_text": "(42 * 12) / 3", "extraction_type": "internal", "span_start": 239, "span_end": 254, "original_span": "(42 * 12) / 3"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 1236, "span_text": "42 * 12 + 126", "extraction_type": "internal", "span_start": 1236, "span_end": 1249, "original_span": "42 * 12 + 126"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 204, "span_text": "42 * 12 + 3", "extraction_type": "internal", "span_start": 204, "span_end": 215, "original_span": "42 * 12 + 3"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 2265, "span_text": "((42 - 12) * 3)", "extraction_type": "internal", "span_start": 2265, "span_end": 2283, "original_span": "((42 - 12) * 3)"}]]
[[{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "(42 * 12) / 3", "final_answer": 630.0}], [{"is_correct": false, "error": "Expression uses an unavailable or repeated number", "answer_block": "42 * 12 + 126", "final_answer": 630.0}], [{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "42 * 12 + 3", "final_answer": 630.0}], [{"is_correct": false, "error": "Expression does not equal stated result", "answer_block": "((42 - 12) * 3)", "final_answer": 630.0}]]
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 0, "pass_at_n": 0, "percent_correct": 0, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, 0, 0 ], "reflect_open": [ 0, 0, 0, 0 ], "reflection_sbon": [ 0, 0, 0, 0 ], "sample_close": [ 0, 0, 0, 0 ], "sample_open": [ 0, 0, 0, 0 ], "vote_close": [ 0, 0, 0, 0 ], "vote_open": [ 0, 0, 0, 0 ], "voting": [ 0, 0, 0, 0 ] }, "total_responses": 4 }
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966914
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED)
86 + 69 - 52
countdown_3arg
countdown
[{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED)
[]
[]
"{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 5005, \\\"number(...TRUNCATED)
test
null
null
null
null
null
null
null
null
null
null
null
null
"{\"source_dataset\": \"countdown\", \"source_index\": 5005, \"numbers\": [86, 69, 52], \"target\": (...TRUNCATED)
null
null
null
null
null
null
["First, I'll try to understand the problem better by writing out a plan and go really deep into det(...TRUNCATED)
[ false, false, false, false ]
[ "", "", "", "" ]
{"api_url":"http://127.0.0.1:40441/v1","backend":"litellm","chat_template_applied":true,"generation_(...TRUNCATED)
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ false, false, true, false ]
["(86 + 52) - 69 = 103","Step 1: 86 + 69 = 155</step>\nStep 2: 155 - 52 = 103","86 - 52 + 69 = 103",(...TRUNCATED)
"[{\"extraction_type\": \"final\", \"total_spans_found\": 1, \"non_overlapping_spans\": 1, \"span_st(...TRUNCATED)
"[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\": (...TRUNCATED)
[ [ false ], [ false ], [ true ], [] ]
[["(86 + 52) - 69 = 103"],["Step 1: 86 + 69 = 155</step>\nStep 2: 155 - 52 = 103"],["86 - 52 + 69 = (...TRUNCATED)
"[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 1584, \"span_text\": \"(86 (...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":1,"pass_at_n":1,"percent_correct":0.25,"skill_co(...TRUNCATED)
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966916
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED)
63*7 - 87
countdown_3arg
countdown
[{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED)
[]
[]
"{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 5006, \\\"number(...TRUNCATED)
test
null
null
null
null
null
null
null
null
null
null
null
null
"{\"source_dataset\": \"countdown\", \"source_index\": 5006, \"numbers\": [63, 7, 87], \"target\": 3(...TRUNCATED)
null
null
null
null
null
null
["Rewritten Question:\n\nCreate an equation using the numbers from the given set {63, 7, 87} such th(...TRUNCATED)
[ false, false, false, false ]
[ "", "", "", "" ]
{"api_url":"http://127.0.0.1:40441/v1","backend":"litellm","chat_template_applied":true,"generation_(...TRUNCATED)
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ false, false, false, true ]
[ "((63 + 7) * 87) - 63", "87 - 63 + 7 + 63 - 7 = 354", "(87 - 7) * 63 = 354", "(63 * 7 - 87)" ]
"[{\"extraction_type\": \"final\", \"total_spans_found\": 1, \"non_overlapping_spans\": 1, \"span_st(...TRUNCATED)
"[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\": (...TRUNCATED)
[ [ false ], [ false ], [ false ], [ true ] ]
[ [ "((63 + 7) * 87) - 63" ], [ "87 - 63 + 7 + 63 - 7 = 354" ], [ "(87 - 7) * 63 = 354" ], [ "(63 * 7 - 87)" ] ]
"[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 374, \"span_text\": \"((63 (...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":1,"pass_at_n":1,"percent_correct":0.25,"skill_co(...TRUNCATED)
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966918
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED)
19*8 - 50
countdown_3arg
countdown
[{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED)
[]
[]
"{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 5007, \\\"number(...TRUNCATED)
test
null
null
null
null
null
null
null
null
null
null
null
null
"{\"source_dataset\": \"countdown\", \"source_index\": 5007, \"numbers\": [8, 50, 19], \"target\": 1(...TRUNCATED)
null
null
null
null
null
null
["Rewritten Question:\n\nCreate an equation using the numbers from the given set {8, 50, 19} that eq(...TRUNCATED)
[ false, false, false, false ]
[ "", "", "", "" ]
{"api_url":"http://127.0.0.1:40441/v1","backend":"litellm","chat_template_applied":true,"generation_(...TRUNCATED)
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ false, false, false, false ]
[ "50 * 2 + 19", "50 - 19 + 8 + 63", "((8*19)+50)-19=102", null ]
"[{\"extraction_type\": \"final\", \"total_spans_found\": 1, \"non_overlapping_spans\": 1, \"span_st(...TRUNCATED)
"[{\"is_correct\": false, \"error\": \"Expression does not equal stated result\", \"answer_block\": (...TRUNCATED)
[ [ false ], [ false ], [ false ], [] ]
[ [ "50 * 2 + 19" ], [ "50 - 19 + 8 + 63" ], [ "((8*19)+50)-19=102" ], [] ]
"[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 327, \"span_text\": \"50 * (...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)
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966921
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED)
40 + 46 + 38
countdown_3arg
countdown
[{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED)
[]
[]
"{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 5008, \\\"number(...TRUNCATED)
test
null
null
null
null
null
null
null
null
null
null
null
null
"{\"source_dataset\": \"countdown\", \"source_index\": 5008, \"numbers\": [38, 46, 40], \"target\": (...TRUNCATED)
null
null
null
null
null
null
["Rewritten Question:\n\nCreate an equation using the numbers from the given set [38, 46, 40] which (...TRUNCATED)
[ false, false, false, false ]
[ "", "", "", "" ]
{"api_url":"http://127.0.0.1:40441/v1","backend":"litellm","chat_template_applied":true,"generation_(...TRUNCATED)
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ true, false, false, true ]
[ "(46 + 40) + 38", "(40 * 3) + 6", "(46 + 40) = 86\n86 + 38 = 124", "((38 + 46) + 40)" ]
"[{\"extraction_type\": \"final\", \"total_spans_found\": 1, \"non_overlapping_spans\": 1, \"span_st(...TRUNCATED)
"[{\"is_correct\": true, \"error\": null, \"answer_block\": \"(46 + 40) + 38\", \"final_answer\": 12(...TRUNCATED)
[ [ true ], [ false ], [ false ], [ true ] ]
[ [ "(46 + 40) + 38" ], [ "(40 * 3) + 6" ], [ "(46 + 40) = 86\n86 + 38 = 124" ], [ "((38 + 46) + 40)" ] ]
"[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 615, \"span_text\": \"(46 +(...TRUNCATED)
"[[{\"is_correct\": true, \"error\": null, \"answer_block\": \"(46 + 40) + 38\", \"final_answer\": 1(...TRUNCATED)
{"flips_by":[0,0,0,0],"flips_total":0,"num_correct":2,"pass_at_n":1,"percent_correct":0.5,"skill_cou(...TRUNCATED)
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966923
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED)
19 + 92 + 21
countdown_3arg
countdown
[{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED)
[]
[]
"{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 5009, \\\"number(...TRUNCATED)
test
null
null
null
null
null
null
null
null
null
null
null
null
"{\"source_dataset\": \"countdown\", \"source_index\": 5009, \"numbers\": [92, 21, 19], \"target\": (...TRUNCATED)
null
null
null
null
null
null
["First, I'll try to understand the problem better by writing out a plan and go really deep into det(...TRUNCATED)
[ false, false, false, false ]
[ "", "", "", "" ]
{"api_url":"http://127.0.0.1:40441/v1","backend":"litellm","chat_template_applied":true,"generation_(...TRUNCATED)
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ false, false, false, false ]
[ "92 - 19 + 59 = 132", "92 + 21 - 19", null, "\\( 92 * 21 = 1932 \\\\\n1932 / 19 ≈ 101.7368 \\)" ]
"[{\"extraction_type\": \"final\", \"total_spans_found\": 1, \"non_overlapping_spans\": 1, \"span_st(...TRUNCATED)
"[{\"is_correct\": false, \"error\": \"Expression uses an unavailable or repeated number\", \"answer(...TRUNCATED)
[ [ false ], [ false ], [], [ false ] ]
[ [ "92 - 19 + 59 = 132" ], [ "92 + 21 - 19" ], [], [ "\\( 92 * 21 = 1932 \\\\\n1932 / 19 ≈ 101.7368 \\)" ] ]
"[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 628, \"span_text\": \"92 - (...TRUNCATED)
"[[{\"is_correct\": false, \"error\": \"Expression uses an unavailable or repeated number\", \"answe(...TRUNCATED)
{"flips_by":[0,0,0,0],"flips_total":0,"num_correct":0,"pass_at_n":0,"percent_correct":0.0,"skill_cou(...TRUNCATED)
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966925
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
"Answer the following problem. Explain your reasoning step by step. When you are finished, give your(...TRUNCATED)
23*(21 - 7)
countdown_3arg
countdown
[{"content":"Answer the following problem. Explain your reasoning step by step. When you are finishe(...TRUNCATED)
[]
[]
"{\"metadata\": \"{\\\"source_dataset\\\": \\\"countdown\\\", \\\"source_index\\\": 5010, \\\"number(...TRUNCATED)
test
null
null
null
null
null
null
null
null
null
null
null
null
"{\"source_dataset\": \"countdown\", \"source_index\": 5010, \"numbers\": [23, 21, 7], \"target\": 3(...TRUNCATED)
null
null
null
null
null
null
["Rewritten Question:\n\nCreate an equation using the numbers from the given set {23, 21, 7} that eq(...TRUNCATED)
[ false, false, false, false ]
[ "", "", "", "" ]
{"api_url":"http://127.0.0.1:40441/v1","backend":"litellm","chat_template_applied":true,"generation_(...TRUNCATED)
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-AT_star_sft-sft", "n_responses": 4 }
[ false, false, false, false ]
["(23 + 21 + 7) ÷ 7 = 322","((23 * 7) + 21) - 7","No valid equation found for creating 322 using th(...TRUNCATED)
"[{\"extraction_type\": \"final\", \"total_spans_found\": 1, \"non_overlapping_spans\": 1, \"span_st(...TRUNCATED)
"[{\"is_correct\": false, \"error\": \"Could not evaluate expression\", \"answer_block\": \"(23 + 21(...TRUNCATED)
[ [ false ], [ false ], [ false ], [] ]
[["(23 + 21 + 7) ÷ 7 = 322"],["((23 * 7) + 21) - 7"],["No valid equation found for creating 322 usi(...TRUNCATED)
"[[{\"pattern_used\": \"answer tag\", \"confidence\": 1.0, \"position\": 834, \"span_text\": \"(23 +(...TRUNCATED)
"[[{\"is_correct\": false, \"error\": \"Could not evaluate expression\", \"answer_block\": \"(23 + 2(...TRUNCATED)
{"flips_by":[0,0,0,0],"flips_total":0,"num_correct":0,"pass_at_n":0,"percent_correct":0.0,"skill_cou(...TRUNCATED)
2025-11-16
test
main
TAUR-dev/M-AT_star_sft-sft
0
eval_sft
1
2025-11-16T23:27:28.966927
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_STAR_sft-eval_sft
End of preview. Expand in Data Studio

Experiment Tracker: FinEval_16k_fulleval_AT_STAR_sft

Experiment Description: Simple test experiment for Skill Factory workflows.

Start Time: 2025-11-16T16:54:31.037358

Tracker Dataset: TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__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_AT_STAR_sft__v1', 'experiment_metadata')

# Load complete training datasets
sft_data = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__v1', 'training_data__sft')
sft_metadata = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__v1', 'training_data__sft_metadata')

# Load complete configurations
sft_hyperparams = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__v1', 'hyperparameters__sft')
rl_hyperparams = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__v1', 'hyperparameters__rl')

# Load stage-specific logs
sft_logs = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__v1', 'logs__sft')
rl_logs = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__v1', 'logs__rl')

# Load evaluation results with annotations
sft_eval_results = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__v1', 'evals_eval_sft')
rl_eval_results = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_STAR_sft__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_AT_STAR_sft - {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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