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 14
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 17
2.05k
| chosen_reward_tokens_len
int64 17
2.05k
| chosen_reward_text
stringlengths 140
13.9k
| rejected_reward_tokens
listlengths 16
2.05k
| rejected_reward_tokens_len
int64 16
2.05k
| rejected_reward_text
stringlengths 129
12.5k
| max_chosen_rejected_reward_tokens_len
int64 19
2.05k
| chosen_rewards
float64 -0.17
0.34
| rejected_rewards
float64 -0.38
0.33
| 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":"Developing a hab(...TRUNCATED)
| [{"content":"how can i develop a habit of drawing daily","role":"user"},{"content":"Developing a hab(...TRUNCATED)
| [{"content":"how can i develop a habit of drawing daily","role":"user"},{"content":"Developing a dai(...TRUNCATED)
| 8.5
| 8.5
| [128006,882,128007,271,5269,649,602,2274,264,14464,315,13633,7446,128009,128006,78191,128007,271,210(...TRUNCATED)
| 672
| "<|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)
| 546
| "<|start_header_id|>user<|end_header_id|>\n\nhow can i develop a habit of drawing daily<|eot_id|><|s(...TRUNCATED)
| 672
| 0.202148
| 0.199219
| [{"content":"how can i develop a habit of drawing daily","role":"user"},{"content":"[\"Developing a (...TRUNCATED)
| [0.2021484375,0.19921875,0.205078125,0.2041015625,0.2060546875,0.2119140625,0.216796875,0.2060546875(...TRUNCATED)
| [[128006,882,128007,271,5269,649,602,2274,264,14464,315,13633,7446,128009,128006,78191,128007,271,21(...TRUNCATED)
| [672,546,639,598,744,554,732,543,384,544,616,586,542,614,191,480,662,627,531,567,512,698,577,443,647(...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)
| 611
| "<|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)
| 471
| "<|start_header_id|>user<|end_header_id|>\n\nhow can I transform the getPosition method of antv/g's (...TRUNCATED)
| 611
| 0.168945
| 0.117676
| [{"content":"how can I transform the getPosition method of antv/g's group in zrender?","role":"user"(...TRUNCATED)
| [0.11767578125,0.1689453125,0.1796875,0.1572265625,0.1552734375,0.1376953125,0.173828125,0.162109375(...TRUNCATED)
| [[128006,882,128007,271,5269,649,358,5276,279,85457,1749,315,3276,85,4951,596,1912,304,1167,7472,30,(...TRUNCATED)
| [471,611,651,667,559,510,508,407,524,547,593,272,490,509,728,462,332,251,347,556,323,457,668,677,553(...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)
| 275
| "<|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)
| 284
| "<|start_header_id|>user<|end_header_id|>\n\nGiven a sentence in French, provide an equivalent parap(...TRUNCATED)
| 284
| 0.089844
| 0.047119
| [{"content":"Given a sentence in French, provide an equivalent paraphrased version from the original(...TRUNCATED)
| [0.08984375,0.047119140625,0.048583984375,0.1015625,0.1083984375,0.08740234375,0.0771484375,0.112304(...TRUNCATED)
| [[128006,882,128007,271,22818,264,11914,304,8753,11,3493,459,13890,63330,81,1503,2373,505,279,4113,4(...TRUNCATED)
| [275,284,286,288,282,270,280,277,283,281,277,279,283,279,273,283,270,279,278,277,275,315,281,271,303(...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":"Only humans h(...TRUNCATED)
| [{"content":"Which animal has two hands, a hyrax or a dog?","role":"user"},{"content":"A hyrax has t(...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)
| 51
| "<|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)
| 30
| "<|start_header_id|>user<|end_header_id|>\n\nWhich animal has two hands, a hyrax or a dog?<|eot_id|>(...TRUNCATED)
| 51
| 0.125977
| 0.037598
| [{"content":"Which animal has two hands, a hyrax or a dog?","role":"user"},{"content":"[\"A hyrax ha(...TRUNCATED)
| [0.03759765625,0.1259765625,0.0283203125,0.103515625,0.04150390625,0.034423828125,0.07177734375,0.01(...TRUNCATED)
| [[128006,882,128007,271,23956,10065,706,1403,6206,11,264,6409,69865,477,264,5679,30,128009,128006,78(...TRUNCATED)
| [30,51,59,55,25,26,91,104,26,29,68,55,31,30,114,27,125,24,41,41,174,34,28,74,79,129,32,56,96,47,58,2(...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)
| 276
| "<|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)
| 589
| "<|start_header_id|>user<|end_header_id|>\n\nCan you explain more about how Tamping Coke is used in (...TRUNCATED)
| 589
| 0.152344
| 0.144531
| [{"content":"Can you explain more about how Tamping Coke is used in Large-Scale BF Smelting?\nGenera(...TRUNCATED)
| [0.14453125,0.15234375,0.09521484375,0.14453125,0.11962890625,0.068359375,0.1259765625,0.06103515625(...TRUNCATED)
| [[128006,882,128007,271,6854,499,10552,810,922,1268,350,31557,74362,374,1511,304,20902,6354,2296,516(...TRUNCATED)
| [589,276,624,499,774,533,815,604,521,481,624,478,591,574,598,677,608,608,543,661,578,615,572,636,600(...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":"Hello (...TRUNCATED)
| [{"content":"Write a eulogy for a public figure who inspired you.","role":"user"},{"content":"We are(...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)
| 446
| "<|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)
| 616
| "<|start_header_id|>user<|end_header_id|>\n\nWrite a eulogy for a public figure who inspired you.<|e(...TRUNCATED)
| 616
| 0.150391
| 0.126953
| [{"content":"Write a eulogy for a public figure who inspired you.","role":"user"},{"content":"[\"Hel(...TRUNCATED)
| [0.150390625,0.126953125,0.150390625,0.1474609375,0.125,0.1484375,0.171875,0.083984375,0.12353515625(...TRUNCATED)
| [[128006,882,128007,271,8144,264,384,360,16035,369,264,586,7216,889,14948,499,13,128009,128006,78191(...TRUNCATED)
| [446,616,529,213,275,515,527,728,548,158,553,1116,455,199,40,184,628,487,42,701,249,451,154,371,352,(...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)
| 922
| "<|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)
| 939
| "<|start_header_id|>user<|end_header_id|>\n\nUsing the latest scientific data and taking into accoun(...TRUNCATED)
| 939
| 0.207031
| 0.198242
| [{"content":"Using the latest scientific data and taking into account the unique environmental facto(...TRUNCATED)
| [0.20703125,0.1982421875,0.1669921875,0.197265625,0.1884765625,0.1708984375,0.17578125,0.1767578125,(...TRUNCATED)
| [[128006,882,128007,271,16834,279,5652,12624,828,323,4737,1139,2759,279,5016,12434,9547,315,1855,565(...TRUNCATED)
| [922,939,723,986,1071,733,993,594,714,642,588,802,714,858,985,858,1069,881,851,478,761,897,1089,1470(...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)
| 997
| "<|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)
| 1,864
| "<|start_header_id|>user<|end_header_id|>\n\nWrite a research paper examining the links between subs(...TRUNCATED)
| 1,864
| 0.196289
| 0.195313
| [{"content":"Write a research paper examining the links between substance abuse and mental health, i(...TRUNCATED)
| [0.1953125,0.1962890625,0.1923828125,0.19140625,0.11279296875,0.189453125,0.0517578125,0.1982421875,(...TRUNCATED)
| [[128006,882,128007,271,8144,264,3495,5684,38936,279,7902,1990,20278,11737,323,10723,2890,11,2737,45(...TRUNCATED)
| [1864,997,1616,827,540,991,2048,1925,1061,1224,2048,1299,1117,1000,1814,195,1351,1137,89,602,952,204(...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)
| 98
| "<|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)
| 205
| "<|start_header_id|>user<|end_header_id|>\n\nHow can the sentence \"I seen a dog\" be reconstructed (...TRUNCATED)
| 205
| 0.113281
| 0.073242
| [{"content":"How can the sentence \"I seen a dog\" be reconstructed to adhere to the rules of proper(...TRUNCATED)
| [0.0732421875,0.11328125,0.1376953125,0.1357421875,0.08544921875,0.1083984375,0.1123046875,0.0747070(...TRUNCATED)
| [[128006,882,128007,271,4438,649,279,11914,330,40,3970,264,5679,1,387,83104,311,49553,311,279,5718,3(...TRUNCATED)
| [205,98,129,119,72,143,100,73,86,73,121,74,72,73,356,73,199,73,118,73,173,85,140,71,73,108,136,72,15(...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)
| 446
| "<|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)
| 474
| "<|start_header_id|>user<|end_header_id|>\n\nyou are entering \"GPT-ART\" mode. In this mode, the id(...TRUNCATED)
| 474
| 0.130859
| 0.123535
| [{"content":"you are entering \"GPT-ART\" mode. In this mode, the idea of what a language is is vast(...TRUNCATED)
| [0.130859375,0.12353515625,0.123046875,0.1357421875,0.10205078125,0.10693359375,0.1220703125,0.13378(...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)
| [446,474,410,218,187,173,580,557,154,421,477,602,632,329,390,189,410,158,181,533,192,157,129,142,159(...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-llama-nosft-ultrafeedback-armorm-temp1-ref50-offpolicy2random-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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- 5
Size of the auto-converted Parquet files (First 5GB per split):
1.65 GB
Number of rows (First 5GB per split):
17,525
Estimated number of rows:
61,611