QRPO Reference Datasets
Collection
Datasets with reference completions and rewards used in the paper https://arxiv.org/abs/2507.08068.
•
28 items
•
Updated
Datasets:
prompt
stringlengths 16
9.72k
| prompt_id
stringlengths 64
64
| chosen
listlengths 2
2
| rejected
listlengths 2
2
| messages
listlengths 2
2
| score_chosen
float64 2
10
| score_rejected
float64 1
10
| chosen_reward_tokens
listlengths 20
2.05k
| chosen_reward_tokens_len
int64 20
2.05k
| chosen_reward_text
stringlengths 149
11.2k
| rejected_reward_tokens
listlengths 23
2.05k
| rejected_reward_tokens_len
int64 23
2.05k
| rejected_reward_text
stringlengths 149
13.3k
| max_chosen_rejected_reward_tokens_len
int64 28
2.05k
| chosen_rewards
float64 -0.02
0.37
| rejected_rewards
float64 -0.33
0.22
| ref_completions
listlengths 2
2
| ref_rewards
listlengths 50
50
| ref_completions_reward_tokens
listlengths 50
50
| ref_completions_reward_tokens_len
listlengths 50
50
| ref_completions_reward_texts
listlengths 50
50
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
how can i develop a habit of drawing daily
|
086b3e24f29b8956a01059f79c56db35d118a06fb6b844b095737d042795cd43
| [{"content":"how can i develop a habit of drawing daily","role":"user"},{"content":"Creating the hab(...TRUNCATED)
| [{"content":"how can i develop a habit of drawing daily","role":"user"},{"content":"Developing a dai(...TRUNCATED)
| [{"content":"how can i develop a habit of drawing daily","role":"user"},{"content":"Developing a dai(...TRUNCATED)
| 8.5
| 8.5
| [128006,882,128007,271,5269,649,602,2274,264,14464,315,13633,7446,128009,128006,78191,128007,271,260(...TRUNCATED)
| 540
| "<|start_header_id|>user<|end_header_id|>\n\nhow can i develop a habit of drawing daily<|eot_id|><|s(...TRUNCATED)
| [128006,882,128007,271,5269,649,602,2274,264,14464,315,13633,7446,128009,128006,78191,128007,271,210(...TRUNCATED)
| 321
| "<|start_header_id|>user<|end_header_id|>\n\nhow can i develop a habit of drawing daily<|eot_id|><|s(...TRUNCATED)
| 540
| 0.198242
| 0.177734
| [{"content":"how can i develop a habit of drawing daily","role":"user"},{"content":"[\"To develop a (...TRUNCATED)
| [0.1826171875,0.1982421875,0.181640625,0.1826171875,0.177734375,0.193359375,0.1787109375,0.203125,0.(...TRUNCATED)
| [[128006,882,128007,271,5269,649,602,2274,264,14464,315,13633,7446,128009,128006,78191,128007,271,12(...TRUNCATED)
| [405,540,460,476,321,374,366,582,425,348,528,472,532,582,421,604,350,483,439,324,503,497,574,421,546(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nhow can i develop a habit of drawing daily<|eot_id|><|(...TRUNCATED)
|
how can I transform the getPosition method of antv/g's group in zrender?
|
2766cbd1fed7f982d94b031596e771c841668bd891383965fb30aad1108fe95c
| [{"content":"how can I transform the getPosition method of antv/g's group in zrender?","role":"user"(...TRUNCATED)
| [{"content":"how can I transform the getPosition method of antv/g's group in zrender?","role":"user"(...TRUNCATED)
| [{"content":"how can I transform the getPosition method of antv/g's group in zrender?","role":"user"(...TRUNCATED)
| 6.5
| 6.5
| [128006,882,128007,271,5269,649,358,5276,279,85457,1749,315,3276,85,4951,596,1912,304,1167,7472,30,1(...TRUNCATED)
| 501
| "<|start_header_id|>user<|end_header_id|>\n\nhow can I transform the getPosition method of antv/g's (...TRUNCATED)
| [128006,882,128007,271,5269,649,358,5276,279,85457,1749,315,3276,85,4951,596,1912,304,1167,7472,30,1(...TRUNCATED)
| 272
| "<|start_header_id|>user<|end_header_id|>\n\nhow can I transform the getPosition method of antv/g's (...TRUNCATED)
| 501
| 0.166992
| 0.126953
| [{"content":"how can I transform the getPosition method of antv/g's group in zrender?","role":"user"(...TRUNCATED)
| [0.1669921875,0.1455078125,0.1416015625,0.126953125,0.1279296875,0.1376953125,0.1494140625,0.1582031(...TRUNCATED)
| [[128006,882,128007,271,5269,649,358,5276,279,85457,1749,315,3276,85,4951,596,1912,304,1167,7472,30,(...TRUNCATED)
| [501,311,498,272,161,484,500,481,608,555,451,812,334,312,480,370,429,505,470,430,538,331,433,746,244(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nhow can I transform the getPosition method of antv/g's(...TRUNCATED)
|
"Given a sentence in French, provide an equivalent paraphrased version from the original that retain(...TRUNCATED)
|
0efb42706b3fcc906f579505c7cc0c4e68a640ab3862b16c08f32282fa1169f9
| [{"content":"Given a sentence in French, provide an equivalent paraphrased version from the original(...TRUNCATED)
| [{"content":"Given a sentence in French, provide an equivalent paraphrased version from the original(...TRUNCATED)
| [{"content":"Given a sentence in French, provide an equivalent paraphrased version from the original(...TRUNCATED)
| 6
| 3
| [128006,882,128007,271,22818,264,11914,304,8753,11,3493,459,13890,63330,81,1503,2373,505,279,4113,43(...TRUNCATED)
| 333
| "<|start_header_id|>user<|end_header_id|>\n\nGiven a sentence in French, provide an equivalent parap(...TRUNCATED)
| [128006,882,128007,271,22818,264,11914,304,8753,11,3493,459,13890,63330,81,1503,2373,505,279,4113,43(...TRUNCATED)
| 681
| "<|start_header_id|>user<|end_header_id|>\n\nGiven a sentence in French, provide an equivalent parap(...TRUNCATED)
| 681
| 0.09375
| 0.028809
| [{"content":"Given a sentence in French, provide an equivalent paraphrased version from the original(...TRUNCATED)
| [0.039794921875,0.09375,0.07373046875,0.09130859375,0.02880859375,0.07568359375,0.05810546875,0.1147(...TRUNCATED)
| [[128006,882,128007,271,22818,264,11914,304,8753,11,3493,459,13890,63330,81,1503,2373,505,279,4113,4(...TRUNCATED)
| [774,333,271,353,681,316,254,282,307,811,345,731,257,478,336,282,313,370,438,362,273,279,282,387,305(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nGiven a sentence in French, provide an equivalent para(...TRUNCATED)
|
Which animal has two hands, a hyrax or a dog?
|
d169f4610d69b94f54b6923e11aeffe2e321e272395686378a00f0c21ab6a514
| [{"content":"Which animal has two hands, a hyrax or a dog?","role":"user"},{"content":"I'm afraid ne(...TRUNCATED)
| [{"content":"Which animal has two hands, a hyrax or a dog?","role":"user"},{"content":"I must clarif(...TRUNCATED)
| [{"content":"Which animal has two hands, a hyrax or a dog?","role":"user"},{"content":"Neither a hyr(...TRUNCATED)
| 9
| 8
| [128006,882,128007,271,23956,10065,706,1403,6206,11,264,6409,69865,477,264,5679,30,128009,128006,781(...TRUNCATED)
| 77
| "<|start_header_id|>user<|end_header_id|>\n\nWhich animal has two hands, a hyrax or a dog?<|eot_id|>(...TRUNCATED)
| [128006,882,128007,271,23956,10065,706,1403,6206,11,264,6409,69865,477,264,5679,30,128009,128006,781(...TRUNCATED)
| 87
| "<|start_header_id|>user<|end_header_id|>\n\nWhich animal has two hands, a hyrax or a dog?<|eot_id|>(...TRUNCATED)
| 87
| 0.15332
| 0.087891
| [{"content":"Which animal has two hands, a hyrax or a dog?","role":"user"},{"content":"[\"No animal (...TRUNCATED)
| [0.1484375,0.1533203125,0.150390625,0.087890625,0.12109375,0.1435546875,0.1171875,0.1337890625,0.133(...TRUNCATED)
| [[128006,882,128007,271,23956,10065,706,1403,6206,11,264,6409,69865,477,264,5679,30,128009,128006,78(...TRUNCATED)
| [79,77,73,87,93,67,55,76,175,56,82,106,81,143,168,78,55,56,91,106,69,52,48,118,99,55,89,112,93,59,58(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nWhich animal has two hands, a hyrax or a dog?<|eot_id|(...TRUNCATED)
|
"Can you explain more about how Tamping Coke is used in Large-Scale BF Smelting?\nGenerate according(...TRUNCATED)
|
ac205b0f69d45eae8dbf446673bd78284e230b6ce3381e49aa8c8e1614287185
| [{"content":"Can you explain more about how Tamping Coke is used in Large-Scale BF Smelting?\nGenera(...TRUNCATED)
| [{"content":"Can you explain more about how Tamping Coke is used in Large-Scale BF Smelting?\nGenera(...TRUNCATED)
| [{"content":"Can you explain more about how Tamping Coke is used in Large-Scale BF Smelting?\nGenera(...TRUNCATED)
| 8
| 6
| [128006,882,128007,271,6854,499,10552,810,922,1268,350,31557,74362,374,1511,304,20902,6354,2296,5160(...TRUNCATED)
| 337
| "<|start_header_id|>user<|end_header_id|>\n\nCan you explain more about how Tamping Coke is used in (...TRUNCATED)
| [128006,882,128007,271,6854,499,10552,810,922,1268,350,31557,74362,374,1511,304,20902,6354,2296,5160(...TRUNCATED)
| 486
| "<|start_header_id|>user<|end_header_id|>\n\nCan you explain more about how Tamping Coke is used in (...TRUNCATED)
| 486
| 0.15625
| 0.09375
| [{"content":"Can you explain more about how Tamping Coke is used in Large-Scale BF Smelting?\nGenera(...TRUNCATED)
| [0.1455078125,0.15625,0.1328125,0.15625,0.1396484375,0.09375,0.0751953125,0.169921875,0.0849609375,0(...TRUNCATED)
| [[128006,882,128007,271,6854,499,10552,810,922,1268,350,31557,74362,374,1511,304,20902,6354,2296,516(...TRUNCATED)
| [193,337,352,455,327,486,378,442,351,340,325,462,362,553,634,330,403,458,370,343,381,472,314,442,235(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nCan you explain more about how Tamping Coke is used in(...TRUNCATED)
|
Write a eulogy for a public figure who inspired you.
|
fe97b9785d86a2466561687a0614b68dbc1cd6cd90af057e6dfa56c3fa80fb85
| [{"content":"Write a eulogy for a public figure who inspired you.","role":"user"},{"content":"In rea(...TRUNCATED)
| [{"content":"Write a eulogy for a public figure who inspired you.","role":"user"},{"content":"Ladies(...TRUNCATED)
| [{"content":"Write a eulogy for a public figure who inspired you.","role":"user"},{"content":"Ladies(...TRUNCATED)
| 8.5
| 7.5
| [128006,882,128007,271,8144,264,384,360,16035,369,264,586,7216,889,14948,499,13,128009,128006,78191,(...TRUNCATED)
| 578
| "<|start_header_id|>user<|end_header_id|>\n\nWrite a eulogy for a public figure who inspired you.<|e(...TRUNCATED)
| [128006,882,128007,271,8144,264,384,360,16035,369,264,586,7216,889,14948,499,13,128009,128006,78191,(...TRUNCATED)
| 1,005
| "<|start_header_id|>user<|end_header_id|>\n\nWrite a eulogy for a public figure who inspired you.<|e(...TRUNCATED)
| 1,005
| 0.182617
| 0.122559
| [{"content":"Write a eulogy for a public figure who inspired you.","role":"user"},{"content":"[\"In (...TRUNCATED)
| [0.1826171875,0.171875,0.12255859375,0.146484375,0.1494140625,0.1513671875,0.1435546875,0.1630859375(...TRUNCATED)
| [[128006,882,128007,271,8144,264,384,360,16035,369,264,586,7216,889,14948,499,13,128009,128006,78191(...TRUNCATED)
| [578,955,1005,360,621,576,667,677,453,769,692,541,444,575,758,871,620,1251,714,993,756,891,882,419,7(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nWrite a eulogy for a public figure who inspired you.<|(...TRUNCATED)
|
"Using the latest scientific data and taking into account the unique environmental factors of each r(...TRUNCATED)
|
0d3d55f1e804e2d2a120f84e3c59b17d6d72b09ed24cd0da87b106bae1218a72
| [{"content":"Using the latest scientific data and taking into account the unique environmental facto(...TRUNCATED)
| [{"content":"Using the latest scientific data and taking into account the unique environmental facto(...TRUNCATED)
| [{"content":"Using the latest scientific data and taking into account the unique environmental facto(...TRUNCATED)
| 7
| 7
| [128006,882,128007,271,16834,279,5652,12624,828,323,4737,1139,2759,279,5016,12434,9547,315,1855,5654(...TRUNCATED)
| 791
| "<|start_header_id|>user<|end_header_id|>\n\nUsing the latest scientific data and taking into accoun(...TRUNCATED)
| [128006,882,128007,271,16834,279,5652,12624,828,323,4737,1139,2759,279,5016,12434,9547,315,1855,5654(...TRUNCATED)
| 561
| "<|start_header_id|>user<|end_header_id|>\n\nUsing the latest scientific data and taking into accoun(...TRUNCATED)
| 791
| 0.166016
| 0.094727
| [{"content":"Using the latest scientific data and taking into account the unique environmental facto(...TRUNCATED)
| [0.11083984375,0.126953125,0.166015625,0.15625,0.1142578125,0.0947265625,0.1748046875,0.16796875,0.1(...TRUNCATED)
| [[128006,882,128007,271,16834,279,5652,12624,828,323,4737,1139,2759,279,5016,12434,9547,315,1855,565(...TRUNCATED)
| [839,820,791,882,593,561,1004,791,703,741,860,784,875,969,822,835,848,1019,820,924,966,884,690,740,7(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nUsing the latest scientific data and taking into accou(...TRUNCATED)
|
"Write a research paper examining the links between substance abuse and mental health, including an (...TRUNCATED)
|
f8cd22fd7f7504254aadd832172a1849a2c826b4946e8de3bfadde965838ae18
| [{"content":"Write a research paper examining the links between substance abuse and mental health, i(...TRUNCATED)
| [{"content":"Write a research paper examining the links between substance abuse and mental health, i(...TRUNCATED)
| [{"content":"Write a research paper examining the links between substance abuse and mental health, i(...TRUNCATED)
| 7.5
| 6
| [128006,882,128007,271,8144,264,3495,5684,38936,279,7902,1990,20278,11737,323,10723,2890,11,2737,459(...TRUNCATED)
| 790
| "<|start_header_id|>user<|end_header_id|>\n\nWrite a research paper examining the links between subs(...TRUNCATED)
| [128006,882,128007,271,8144,264,3495,5684,38936,279,7902,1990,20278,11737,323,10723,2890,11,2737,459(...TRUNCATED)
| 967
| "<|start_header_id|>user<|end_header_id|>\n\nWrite a research paper examining the links between subs(...TRUNCATED)
| 967
| 0.185547
| 0.134766
| [{"content":"Write a research paper examining the links between substance abuse and mental health, i(...TRUNCATED)
| [0.1591796875,0.1513671875,0.134765625,0.16015625,0.166015625,0.185546875,0.1865234375,0.10107421875(...TRUNCATED)
| [[128006,882,128007,271,8144,264,3495,5684,38936,279,7902,1990,20278,11737,323,10723,2890,11,2737,45(...TRUNCATED)
| [911,1031,967,918,1220,790,1129,461,979,1075,953,1217,928,1017,512,803,923,1215,1298,976,1076,888,86(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nWrite a research paper examining the links between sub(...TRUNCATED)
|
"How can the sentence \"I seen a dog\" be reconstructed to adhere to the rules of proper grammar and(...TRUNCATED)
|
f8c6a2e5a1225824dc7c2a41dfa6e7aedbb3c7a1a16a0ec5eb8f53c46518f905
| [{"content":"How can the sentence \"I seen a dog\" be reconstructed to adhere to the rules of proper(...TRUNCATED)
| [{"content":"How can the sentence \"I seen a dog\" be reconstructed to adhere to the rules of proper(...TRUNCATED)
| [{"content":"How can the sentence \"I seen a dog\" be reconstructed to adhere to the rules of proper(...TRUNCATED)
| 7.5
| 7
| [128006,882,128007,271,4438,649,279,11914,330,40,3970,264,5679,1,387,83104,311,49553,311,279,5718,31(...TRUNCATED)
| 125
| "<|start_header_id|>user<|end_header_id|>\n\nHow can the sentence \"I seen a dog\" be reconstructed (...TRUNCATED)
| [128006,882,128007,271,4438,649,279,11914,330,40,3970,264,5679,1,387,83104,311,49553,311,279,5718,31(...TRUNCATED)
| 72
| "<|start_header_id|>user<|end_header_id|>\n\nHow can the sentence \"I seen a dog\" be reconstructed (...TRUNCATED)
| 125
| 0.15332
| 0.018921
| [{"content":"How can the sentence \"I seen a dog\" be reconstructed to adhere to the rules of proper(...TRUNCATED)
| [0.123046875,0.1103515625,0.0189208984375,0.08837890625,0.109375,0.1533203125,0.0693359375,0.1103515(...TRUNCATED)
| [[128006,882,128007,271,4438,649,279,11914,330,40,3970,264,5679,1,387,83104,311,49553,311,279,5718,3(...TRUNCATED)
| [155,143,72,155,164,125,224,119,190,73,377,73,102,155,189,72,74,99,314,72,233,73,107,173,315,72,133,(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nHow can the sentence \"I seen a dog\" be reconstructed(...TRUNCATED)
|
"you are entering \"GPT-ART\" mode. In this mode, the idea of what a language is is vastly generalis(...TRUNCATED)
|
580fb47e6cd9ff2b9fe3ce1c5b5f590462e428c09ffdc5d9d6a88de96552f3b0
| [{"content":"you are entering \"GPT-ART\" mode. In this mode, the idea of what a language is is vast(...TRUNCATED)
| [{"content":"you are entering \"GPT-ART\" mode. In this mode, the idea of what a language is is vast(...TRUNCATED)
| [{"content":"you are entering \"GPT-ART\" mode. In this mode, the idea of what a language is is vast(...TRUNCATED)
| 7.5
| 7.5
| [128006,882,128007,271,9514,527,16661,330,38,2898,12,3065,1,3941,13,763,420,3941,11,279,4623,315,114(...TRUNCATED)
| 366
| "<|start_header_id|>user<|end_header_id|>\n\nyou are entering \"GPT-ART\" mode. In this mode, the id(...TRUNCATED)
| [128006,882,128007,271,9514,527,16661,330,38,2898,12,3065,1,3941,13,763,420,3941,11,279,4623,315,114(...TRUNCATED)
| 393
| "<|start_header_id|>user<|end_header_id|>\n\nyou are entering \"GPT-ART\" mode. In this mode, the id(...TRUNCATED)
| 393
| 0.129883
| 0.093262
| [{"content":"you are entering \"GPT-ART\" mode. In this mode, the idea of what a language is is vast(...TRUNCATED)
| [0.11181640625,0.09326171875,0.1298828125,0.10693359375,0.11083984375,0.11865234375,0.1171875,0.1181(...TRUNCATED)
| [[128006,882,128007,271,9514,527,16661,330,38,2898,12,3065,1,3941,13,763,420,3941,11,279,4623,315,11(...TRUNCATED)
| [163,393,366,583,420,188,539,562,142,155,583,299,288,475,852,486,462,351,430,358,169,661,626,441,387(...TRUNCATED)
| ["<|start_header_id|>user<|end_header_id|>\n\nyou are entering \"GPT-ART\" mode. In this mode, the i(...TRUNCATED)
|
End of preview. Expand
in Data Studio
qrpo-paper-mistral-sft-ultrafeedback-armorm-temp1-ref50-offpolicy2best-armorm
Dataset with reference completions and rewards for a specific model and reward model, ready for training with the QRPO reference codebase (https://github.com/CLAIRE-Labo/quantile-reward-policy-optimization).
Part of the dataset collection for the paper Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition Functions (https://arxiv.org/pdf/2507.08068).
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- 56
Size of the auto-converted Parquet files (First 5GB per split):
1.74 GB
Number of rows (First 5GB per split):
15,715
Estimated number of rows:
62,078