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2025-11-02 00:00:00
2025-11-02 00:00:00
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2025-11-02 02:52:38
2025-11-02 02:52:38
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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 c...
22*(98 - 56) - 71
countdown_4arg
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 [56, 22, 98, 71], create an equation that equals 853. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 251, \"numbers\": [56, 22, 98, 71], \"target\": 853, \"expression\": \"22*(98 - 56) - 71\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 251, "numbers": [56, 22, 98, 71], "target": 853, "expression": "22*(98 - 56) - 71"}
[ "To create an equation using the numbers 56, 22, 98, and 71 that equals 853, we can follow these steps:\n\n1. Add 56 and 22:\n \\[\n 56 + 22 = 78\n \\]\n\n2. Add the result to 98:\n \\[\n 78 + 98 = 176\n \\]\n\n3. Add the result to 71:\n \\[\n 176 + 71 = 247\n \\]\n\nHowever, this does not equal 8...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(98 - 56) * 22 - 71", "(98 - 56) * 22 - 71", "(98 - 56) * 22 - 71", "(98 - 56) * 22 - 71" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 4104, "span_end": 4125, "original_span": "(98 - 56) * 22 - 71"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 4111, "span_end": 4132, "original_span": "(98 - 56) * 22 - 71"},...
[{"is_correct": true, "error": null, "answer_block": "(98 - 56) * 22 - 71", "final_answer": 853.0}, {"is_correct": true, "error": null, "answer_block": "(98 - 56) * 22 - 71", "final_answer": 853.0}, {"is_correct": true, "error": null, "answer_block": "(98 - 56) * 22 - 71", "final_answer": 853.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(98 - 56) * 22 - 71" ], [ "(98 - 56) * 22 - 71" ], [ "(98 - 56) * 22 - 71" ], [ "(98 - 56) * 22 - 71" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 4104, "span_text": "(98 - 56) * 22 - 71", "extraction_type": "internal", "span_start": 4104, "span_end": 4125, "original_span": "(98 - 56) * 22 - 71"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 4111, "span_text": "(98 - 56) * 22 - 71"...
[[{"is_correct": true, "error": null, "answer_block": "(98 - 56) * 22 - 71", "final_answer": 853.0}], [{"is_correct": true, "error": null, "answer_block": "(98 - 56) * 22 - 71", "final_answer": 853.0}], [{"is_correct": true, "error": null, "answer_block": "(98 - 56) * 22 - 71", "final_answer": 853.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085076
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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 [98, 58, 68, 26], create an equation that equals 198. You can use basic arithmetic operations (+, -, *, /) and each number c...
58 + 68 + 98 - 26
countdown_4arg
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 [98, 58, 68, 26], create an equation that equals 198. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 252, \"numbers\": [98, 58, 68, 26], \"target\": 198, \"expression\": \"58 + 68 + 98 - 26\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 252, "numbers": [98, 58, 68, 26], "target": 198, "expression": "58 + 68 + 98 - 26"}
[ "To create an equation using the numbers 98, 58, 68, and 26 that equals 198, we can follow these steps:\n\n1. Add 98 and 58:\n \\[\n 98 + 58 = 156\n \\]\n\n2. Add the result to 68:\n \\[\n 156 + 68 = 224\n \\]\n\n3. Subtract 26 from the result:\n \\[\n 224 - 26 = 224 - 26 = 198\n \\]\n\nSo, the eq...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(98 + 58) + 68 - 26", "(98 + 58) + 68 - 26", "(98 + 58) + 68 - 26", "(98 + 58) + 68 - 26" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 327, "span_end": 348, "original_span": "(98 + 58) + 68 - 26"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 327, "span_end": 348, "original_span": "(98 + 58) + 68 - 26"}, {"e...
[{"is_correct": true, "error": null, "answer_block": "(98 + 58) + 68 - 26", "final_answer": 198.0}, {"is_correct": true, "error": null, "answer_block": "(98 + 58) + 68 - 26", "final_answer": 198.0}, {"is_correct": true, "error": null, "answer_block": "(98 + 58) + 68 - 26", "final_answer": 198.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(98 + 58) + 68 - 26" ], [ "(98 + 58) + 68 - 26" ], [ "(98 + 58) + 68 - 26" ], [ "(98 + 58) + 68 - 26" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 327, "span_text": "(98 + 58) + 68 - 26", "extraction_type": "internal", "span_start": 327, "span_end": 348, "original_span": "(98 + 58) + 68 - 26"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 327, "span_text": "(98 + 58) + 68 - 26", "e...
[[{"is_correct": true, "error": null, "answer_block": "(98 + 58) + 68 - 26", "final_answer": 198.0}], [{"is_correct": true, "error": null, "answer_block": "(98 + 58) + 68 - 26", "final_answer": 198.0}], [{"is_correct": true, "error": null, "answer_block": "(98 + 58) + 68 - 26", "final_answer": 198.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085085
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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, 27, 29, 39], create an equation that equals 648. You can use basic arithmetic operations (+, -, *, /) and each number c...
27*29 - 96 - 39
countdown_4arg
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, 27, 29, 39], create an equation that equals 648. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 253, \"numbers\": [96, 27, 29, 39], \"target\": 648, \"expression\": \"27*29 - 96 - 39\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 253, "numbers": [96, 27, 29, 39], "target": 648, "expression": "27*29 - 96 - 39"}
[ "To create an equation using the numbers 96, 27, 29, and 39 that equals 648, we can follow these steps:\n\n1. Add 96 and 27:\n \\[\n 96 + 27 = 123\n \\]\n\n2. Add the result to 29:\n \\[\n 123 + 29 = 152\n \\]\n\n3. Add the result to 39:\n \\[\n 152 + 39 = 191\n \\]\n\nHowever, this does not equal...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(27 * 29) - 96 - 39", "(27 * 29) - 96 - 39", "(27 * 29) - 96 - 39", "(27 * 29) - 96 - 39" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 1247, "span_end": 1268, "original_span": "(27 * 29) - 96 - 39"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 1247, "span_end": 1268, "original_span": "(27 * 29) - 96 - 39"},...
[{"is_correct": true, "error": null, "answer_block": "(27 * 29) - 96 - 39", "final_answer": 648.0}, {"is_correct": true, "error": null, "answer_block": "(27 * 29) - 96 - 39", "final_answer": 648.0}, {"is_correct": true, "error": null, "answer_block": "(27 * 29) - 96 - 39", "final_answer": 648.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(27 * 29) - 96 - 39" ], [ "(27 * 29) - 96 - 39" ], [ "(27 * 29) - 96 - 39" ], [ "(27 * 29) - 96 - 39" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 1247, "span_text": "(27 * 29) - 96 - 39", "extraction_type": "internal", "span_start": 1247, "span_end": 1268, "original_span": "(27 * 29) - 96 - 39"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 1247, "span_text": "(27 * 29) - 96 - 39"...
[[{"is_correct": true, "error": null, "answer_block": "(27 * 29) - 96 - 39", "final_answer": 648.0}], [{"is_correct": true, "error": null, "answer_block": "(27 * 29) - 96 - 39", "final_answer": 648.0}], [{"is_correct": true, "error": null, "answer_block": "(27 * 29) - 96 - 39", "final_answer": 648.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085087
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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 [65, 87, 48, 33], create an equation that equals 103. You can use basic arithmetic operations (+, -, *, /) and each number c...
33 + 48 - 65 + 87
countdown_4arg
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 [65, 87, 48, 33], create an equation that equals 103. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 254, \"numbers\": [65, 87, 48, 33], \"target\": 103, \"expression\": \"33 + 48 - 65 + 87\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 254, "numbers": [65, 87, 48, 33], "target": 103, "expression": "33 + 48 - 65 + 87"}
[ "To create an equation using the numbers 65, 87, 48, and 33 that equals 103, we can follow these steps:\n\n1. Add 65 and 87:\n \\[\n 65 + 87 = 152\n \\]\n\n2. Add the result to 48:\n \\[\n 152 + 48 = 200\n \\]\n\n3. Subtract 33 from the result:\n \\[\n 200 - 33 = 167\n \\]\n\nHowever, this does no...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(87 + 48) - 65 + 33", "(87 + 48) - 65 + 33", "(87 + 48) - 65 + 33", "(87 + 48) - 65 + 33" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 540, "span_end": 561, "original_span": "(87 + 48) - 65 + 33"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 540, "span_end": 561, "original_span": "(87 + 48) - 65 + 33"}, {"e...
[{"is_correct": true, "error": null, "answer_block": "(87 + 48) - 65 + 33", "final_answer": 103.0}, {"is_correct": true, "error": null, "answer_block": "(87 + 48) - 65 + 33", "final_answer": 103.0}, {"is_correct": true, "error": null, "answer_block": "(87 + 48) - 65 + 33", "final_answer": 103.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(87 + 48) - 65 + 33" ], [ "(87 + 48) - 65 + 33" ], [ "(87 + 48) - 65 + 33" ], [ "(87 + 48) - 65 + 33" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 540, "span_text": "(87 + 48) - 65 + 33", "extraction_type": "internal", "span_start": 540, "span_end": 561, "original_span": "(87 + 48) - 65 + 33"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 540, "span_text": "(87 + 48) - 65 + 33", "e...
[[{"is_correct": true, "error": null, "answer_block": "(87 + 48) - 65 + 33", "final_answer": 103.0}], [{"is_correct": true, "error": null, "answer_block": "(87 + 48) - 65 + 33", "final_answer": 103.0}], [{"is_correct": true, "error": null, "answer_block": "(87 + 48) - 65 + 33", "final_answer": 103.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085089
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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 [17, 39, 38, 82], create an equation that equals 100. You can use basic arithmetic operations (+, -, *, /) and each number c...
17 - 38 + 82 + 39
countdown_4arg
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 [17, 39, 38, 82], create an equation that equals 100. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 255, \"numbers\": [17, 39, 38, 82], \"target\": 100, \"expression\": \"17 - 38 + 82 + 39\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 255, "numbers": [17, 39, 38, 82], "target": 100, "expression": "17 - 38 + 82 + 39"}
[ "To create an equation using the numbers 17, 39, 38, and 82 that equals 100, we can follow these steps:\n\n1. Add 17 and 39:\n \\[\n 17 + 39 = 56\n \\]\n\n2. Add the result to 38:\n \\[\n 56 + 38 = 94\n \\]\n\n3. Add the result to 82:\n \\[\n 94 + 82 = 176\n \\]\n\nHowever, this does not equal 100...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(17 + 82) + 39 - 38", "(17 + 82) + 39 - 38", "(17 + 82) + 39 - 38", "(17 + 82) + 39 - 38" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 1426, "span_end": 1447, "original_span": "(17 + 82) + 39 - 38"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 978, "span_end": 999, "original_span": "(17 + 82) + 39 - 38"}, {...
[{"is_correct": true, "error": null, "answer_block": "(17 + 82) + 39 - 38", "final_answer": 100.0}, {"is_correct": true, "error": null, "answer_block": "(17 + 82) + 39 - 38", "final_answer": 100.0}, {"is_correct": true, "error": null, "answer_block": "(17 + 82) + 39 - 38", "final_answer": 100.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(17 + 82) + 39 - 38" ], [ "(17 + 82) + 39 - 38" ], [ "(17 + 82) + 39 - 38" ], [ "(17 + 82) + 39 - 38" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 1426, "span_text": "(17 + 82) + 39 - 38", "extraction_type": "internal", "span_start": 1426, "span_end": 1447, "original_span": "(17 + 82) + 39 - 38"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 978, "span_text": "(17 + 82) + 39 - 38",...
[[{"is_correct": true, "error": null, "answer_block": "(17 + 82) + 39 - 38", "final_answer": 100.0}], [{"is_correct": true, "error": null, "answer_block": "(17 + 82) + 39 - 38", "final_answer": 100.0}], [{"is_correct": true, "error": null, "answer_block": "(17 + 82) + 39 - 38", "final_answer": 100.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085090
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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, 20, 99, 93], create an equation that equals 254. You can use basic arithmetic operations (+, -, *, /) and each number c...
93 + 99 + 42 + 20
countdown_4arg
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, 20, 99, 93], create an equation that equals 254. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 256, \"numbers\": [42, 20, 99, 93], \"target\": 254, \"expression\": \"93 + 99 + 42 + 20\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 256, "numbers": [42, 20, 99, 93], "target": 254, "expression": "93 + 99 + 42 + 20"}
[ "To create an equation using the numbers 42, 20, 99, and 93 that equals 254, we can follow these steps:\n\n1. Add 42 and 20:\n \\[\n 42 + 20 = 62\n \\]\n\n2. Add the result to 99:\n \\[\n 62 + 99 = 161\n \\]\n\n3. Add the result to 93:\n \\[\n 161 + 93 = 254\n \\]\n\nSo, the equation that equals 2...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(42 + 20) + 99 + 93", "(42 + 20) + 99 + 93", "(42 + 20) + 99 + 93", "(42 + 20) + 99 + 93" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 307, "span_end": 328, "original_span": "(42 + 20) + 99 + 93"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 307, "span_end": 328, "original_span": "(42 + 20) + 99 + 93"}, {"e...
[{"is_correct": true, "error": null, "answer_block": "(42 + 20) + 99 + 93", "final_answer": 254.0}, {"is_correct": true, "error": null, "answer_block": "(42 + 20) + 99 + 93", "final_answer": 254.0}, {"is_correct": true, "error": null, "answer_block": "(42 + 20) + 99 + 93", "final_answer": 254.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(42 + 20) + 99 + 93" ], [ "(42 + 20) + 99 + 93" ], [ "(42 + 20) + 99 + 93" ], [ "(42 + 20) + 99 + 93" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 307, "span_text": "(42 + 20) + 99 + 93", "extraction_type": "internal", "span_start": 307, "span_end": 328, "original_span": "(42 + 20) + 99 + 93"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 307, "span_text": "(42 + 20) + 99 + 93", "e...
[[{"is_correct": true, "error": null, "answer_block": "(42 + 20) + 99 + 93", "final_answer": 254.0}], [{"is_correct": true, "error": null, "answer_block": "(42 + 20) + 99 + 93", "final_answer": 254.0}], [{"is_correct": true, "error": null, "answer_block": "(42 + 20) + 99 + 93", "final_answer": 254.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085092
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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 [2, 2, 25, 76], create an equation that equals 952. You can use basic arithmetic operations (+, -, *, /) and each number can...
76*25/2 + 2
countdown_4arg
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 [2, 2, 25, 76], create an equation that equals 952. You can use basic arithmetic operations (+, -, ...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 257, \"numbers\": [2, 2, 25, 76], \"target\": 952, \"expression\": \"76*25/2 + 2\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 257, "numbers": [2, 2, 25, 76], "target": 952, "expression": "76*25/2 + 2"}
[ "To create an equation using the numbers 2, 2, 25, and 76 that equals 952, we can follow these steps:\n\n1. Add 2 and 2:\n \\[\n 2 + 2 = 4\n \\]\n\n2. Add the result to 25:\n \\[\n 4 + 25 = 29\n \\]\n\n3. Add the result to 76:\n \\[\n 29 + 76 = 105\n \\]\n\nHowever, this does not equal 952. Let's ...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(76 / 2) * 25 + 2", "(76 / 2) * 25 + 2", "(76 / 2) * 25 + 2", "(76 / 2) * 25 + 2" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 5542, "span_end": 5561, "original_span": "(76 / 2) * 25 + 2"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 4165, "span_end": 4184, "original_span": "(76 / 2) * 25 + 2"}, {"e...
[{"is_correct": true, "error": null, "answer_block": "(76 / 2) * 25 + 2", "final_answer": 952.0}, {"is_correct": true, "error": null, "answer_block": "(76 / 2) * 25 + 2", "final_answer": 952.0}, {"is_correct": true, "error": null, "answer_block": "(76 / 2) * 25 + 2", "final_answer": 952.0}, {"is_correct": true, "error"...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(76 / 2) * 25 + 2" ], [ "(76 / 2) * 25 + 2" ], [ "(76 / 2) * 25 + 2" ], [ "(76 / 2) * 25 + 2" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 5542, "span_text": "(76 / 2) * 25 + 2", "extraction_type": "internal", "span_start": 5542, "span_end": 5561, "original_span": "(76 / 2) * 25 + 2"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 4165, "span_text": "(76 / 2) * 25 + 2", "ext...
[[{"is_correct": true, "error": null, "answer_block": "(76 / 2) * 25 + 2", "final_answer": 952.0}], [{"is_correct": true, "error": null, "answer_block": "(76 / 2) * 25 + 2", "final_answer": 952.0}], [{"is_correct": true, "error": null, "answer_block": "(76 / 2) * 25 + 2", "final_answer": 952.0}], [{"is_correct": true, ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085093
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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 [87, 25, 97, 26], create an equation that equals 235. You can use basic arithmetic operations (+, -, *, /) and each number c...
26 + 87 + 25 + 97
countdown_4arg
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 [87, 25, 97, 26], create an equation that equals 235. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 258, \"numbers\": [87, 25, 97, 26], \"target\": 235, \"expression\": \"26 + 87 + 25 + 97\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 258, "numbers": [87, 25, 97, 26], "target": 235, "expression": "26 + 87 + 25 + 97"}
[ "To create an equation using the numbers 87, 25, 97, and 26 that equals 235, we can follow these steps:\n\n1. Add 87 and 25:\n \\[\n 87 + 25 = 112\n \\]\n\n2. Add the result to 97:\n \\[\n 112 + 97 = 209\n \\]\n\n3. Add the result to 26:\n \\[\n 209 + 26 = 235\n \\]\n\nSo, the equation that equals...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(87 + 25) + 97 + 26", "(87 + 25) + 97 + 26", "(87 + 25) + 97 + 26", "(87 + 25) + 97 + 26" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 309, "span_end": 330, "original_span": "(87 + 25) + 97 + 26"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 309, "span_end": 330, "original_span": "(87 + 25) + 97 + 26"}, {"e...
[{"is_correct": true, "error": null, "answer_block": "(87 + 25) + 97 + 26", "final_answer": 235.0}, {"is_correct": true, "error": null, "answer_block": "(87 + 25) + 97 + 26", "final_answer": 235.0}, {"is_correct": true, "error": null, "answer_block": "(87 + 25) + 97 + 26", "final_answer": 235.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(87 + 25) + 97 + 26" ], [ "(87 + 25) + 97 + 26" ], [ "(87 + 25) + 97 + 26" ], [ "(87 + 25) + 97 + 26" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 309, "span_text": "(87 + 25) + 97 + 26", "extraction_type": "internal", "span_start": 309, "span_end": 330, "original_span": "(87 + 25) + 97 + 26"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 309, "span_text": "(87 + 25) + 97 + 26", "e...
[[{"is_correct": true, "error": null, "answer_block": "(87 + 25) + 97 + 26", "final_answer": 235.0}], [{"is_correct": true, "error": null, "answer_block": "(87 + 25) + 97 + 26", "final_answer": 235.0}], [{"is_correct": true, "error": null, "answer_block": "(87 + 25) + 97 + 26", "final_answer": 235.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085095
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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 [58, 25, 10, 37], create an equation that equals 568. You can use basic arithmetic operations (+, -, *, /) and each number c...
10*58 - 37 + 25
countdown_4arg
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 [58, 25, 10, 37], create an equation that equals 568. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 259, \"numbers\": [58, 25, 10, 37], \"target\": 568, \"expression\": \"10*58 - 37 + 25\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 259, "numbers": [58, 25, 10, 37], "target": 568, "expression": "10*58 - 37 + 25"}
[ "To create an equation using the numbers 58, 25, 10, and 37 that equals 568, we can follow these steps:\n\n1. Add 58 and 25:\n \\[\n 58 + 25 = 83\n \\]\n\n2. Add the result to 10:\n \\[\n 83 + 10 = 93\n \\]\n\n3. Add the result to 37:\n \\[\n 93 + 37 = 130\n \\]\n\nHowever, this does not equal 568...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(58 * 10) + 25 - 37", "(58 * 10) + 25 - 37", "(58 * 10) + 25 - 37", "(58 * 10) + 25 - 37" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 1704, "span_end": 1725, "original_span": "(58 * 10) + 25 - 37"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 1704, "span_end": 1725, "original_span": "(58 * 10) + 25 - 37"},...
[{"is_correct": true, "error": null, "answer_block": "(58 * 10) + 25 - 37", "final_answer": 568.0}, {"is_correct": true, "error": null, "answer_block": "(58 * 10) + 25 - 37", "final_answer": 568.0}, {"is_correct": true, "error": null, "answer_block": "(58 * 10) + 25 - 37", "final_answer": 568.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(58 * 10) + 25 - 37" ], [ "(58 * 10) + 25 - 37" ], [ "(58 * 10) + 25 - 37" ], [ "(58 * 10) + 25 - 37" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 1704, "span_text": "(58 * 10) + 25 - 37", "extraction_type": "internal", "span_start": 1704, "span_end": 1725, "original_span": "(58 * 10) + 25 - 37"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 1704, "span_text": "(58 * 10) + 25 - 37"...
[[{"is_correct": true, "error": null, "answer_block": "(58 * 10) + 25 - 37", "final_answer": 568.0}], [{"is_correct": true, "error": null, "answer_block": "(58 * 10) + 25 - 37", "final_answer": 568.0}], [{"is_correct": true, "error": null, "answer_block": "(58 * 10) + 25 - 37", "final_answer": 568.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085097
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
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 [61, 12, 33, 75], create an equation that equals 115. You can use basic arithmetic operations (+, -, *, /) and each number c...
61 + 75 + 12 - 33
countdown_4arg
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 [61, 12, 33, 75], create an equation that equals 115. You can use basic arithmetic operations (+, -...
[]
[]
{"metadata": "{\"source_dataset\": \"countdown\", \"source_index\": 261, \"numbers\": [61, 12, 33, 75], \"target\": 115, \"expression\": \"61 + 75 + 12 - 33\"}", "task_source": "countdown"}
test
{"source_dataset": "countdown", "source_index": 261, "numbers": [61, 12, 33, 75], "target": 115, "expression": "61 + 75 + 12 - 33"}
[ "To create an equation using the numbers 61, 12, 33, and 75 that equals 115, we can follow these steps:\n\n1. Add 61 and 12:\n \\[\n 61 + 12 = 73\n \\]\n\n2. Add the result to 33:\n \\[\n 73 + 33 = 106\n \\]\n\n3. Add the result to 75:\n \\[\n 106 + 75 = 181\n \\]\n\nHowever, this does not equal 1...
[ false, false, false, false ]
[ "", "", "", "" ]
{ "api_url": "http://127.0.0.1:43981/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...
{ "backend": "litellm", "model_name": "hosted_vllm/TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360", "n_responses": 4 }
[ true, true, true, true ]
[ "(75 + 12) + 61 - 33", "(75 + 12) + 61 - 33", "(75 + 12) + 61 - 33", "(75 + 12) + 61 - 33" ]
[{"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 531, "span_end": 552, "original_span": "(75 + 12) + 61 - 33"}, {"extraction_type": "final", "total_spans_found": 1, "non_overlapping_spans": 1, "span_start": 531, "span_end": 552, "original_span": "(75 + 12) + 61 - 33"}, {"e...
[{"is_correct": true, "error": null, "answer_block": "(75 + 12) + 61 - 33", "final_answer": 115.0}, {"is_correct": true, "error": null, "answer_block": "(75 + 12) + 61 - 33", "final_answer": 115.0}, {"is_correct": true, "error": null, "answer_block": "(75 + 12) + 61 - 33", "final_answer": 115.0}, {"is_correct": true, "...
[ [ true ], [ true ], [ true ], [ true ] ]
[ [ "(75 + 12) + 61 - 33" ], [ "(75 + 12) + 61 - 33" ], [ "(75 + 12) + 61 - 33" ], [ "(75 + 12) + 61 - 33" ] ]
[[{"pattern_used": "answer tag", "confidence": 1.0, "position": 531, "span_text": "(75 + 12) + 61 - 33", "extraction_type": "internal", "span_start": 531, "span_end": 552, "original_span": "(75 + 12) + 61 - 33"}], [{"pattern_used": "answer tag", "confidence": 1.0, "position": 531, "span_text": "(75 + 12) + 61 - 33", "e...
[[{"is_correct": true, "error": null, "answer_block": "(75 + 12) + 61 - 33", "final_answer": 115.0}], [{"is_correct": true, "error": null, "answer_block": "(75 + 12) + 61 - 33", "final_answer": 115.0}], [{"is_correct": true, "error": null, "answer_block": "(75 + 12) + 61 - 33", "final_answer": 115.0}], [{"is_correct": ...
{ "flips_by": [ 0, 0, 0, 0 ], "flips_total": 0, "num_correct": 4, "pass_at_n": 1, "percent_correct": 1, "skill_count": { "answer_revision": [ 0, 0, 0, 0 ], "best_of_n": [ 0, 0, 0, 0 ], "reflect_close": [ 0, 0, ...
2025-11-02
test
main
TAUR-dev/M-rl_rlonly_AT_fixed-rl@checkpoint-step-360
0
eval_rl
1
2025-11-02T02:52:38.085098
TAUR-dev/D-EVAL__standard_eval_v3__FinEval_16k_fulleval_AT_rlonly-countdown_4arg-eval_rl
End of preview. Expand in Data Studio

Experiment Tracker: FinEval_16k_fulleval_AT_rlonly-countdown_4arg

Experiment Description: Evaluation experiment for task countdown_4arg from FinEval_16k_fulleval_AT_rlonly

Start Time: 2025-11-02T01:28:22.453638

Tracker Dataset: TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-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_AT_rlonly-countdown_4arg__v1', 'experiment_metadata')

# Load complete training datasets
sft_data = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-countdown_4arg__v1', 'training_data__sft')
sft_metadata = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-countdown_4arg__v1', 'training_data__sft_metadata')

# Load complete configurations
sft_hyperparams = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-countdown_4arg__v1', 'hyperparameters__sft')
rl_hyperparams = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-countdown_4arg__v1', 'hyperparameters__rl')

# Load stage-specific logs
sft_logs = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-countdown_4arg__v1', 'logs__sft')
rl_logs = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-countdown_4arg__v1', 'logs__rl')

# Load evaluation results with annotations
sft_eval_results = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-countdown_4arg__v1', 'evals_eval_sft')
rl_eval_results = load_dataset('TAUR-dev/D-ExpTracker__FinEval_16k_fulleval_AT_rlonly-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_AT_rlonly-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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