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 138
12.1k
| rejected_reward_tokens
listlengths 20
2.05k
| rejected_reward_tokens_len
int64 20
2.05k
| rejected_reward_text
stringlengths 143
13.1k
| max_chosen_rejected_reward_tokens_len
int64 26
2.05k
| chosen_rewards
float64 -0.04
0.37
| rejected_rewards
float64 -0.3
0.26
| 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)
| 414
| "<|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)
| 324
| "<|start_header_id|>user<|end_header_id|>\n\nhow can i develop a habit of drawing daily<|eot_id|><|s(...TRUNCATED)
| 414
| 0.193359
| 0.166992
| [{"content":"how can i develop a habit of drawing daily","role":"user"},{"content":"[\"Developing a (...TRUNCATED)
| [0.193359375,0.1669921875,0.2080078125,0.1884765625,0.2021484375,0.1962890625,0.189453125,0.1953125,(...TRUNCATED)
| [[128006,882,128007,271,5269,649,602,2274,264,14464,315,13633,7446,128009,128006,78191,128007,271,21(...TRUNCATED)
| [414,324,610,384,507,491,401,510,563,424,490,390,560,513,432,494,353,543,395,415,444,553,435,539,521(...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)
| 350
| "<|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)
| 219
| "<|start_header_id|>user<|end_header_id|>\n\nhow can I transform the getPosition method of antv/g's (...TRUNCATED)
| 350
| 0.104492
| 0.094727
| [{"content":"how can I transform the getPosition method of antv/g's group in zrender?","role":"user"(...TRUNCATED)
| [0.0947265625,0.1044921875,0.138671875,0.1650390625,0.00494384765625,0.130859375,0.11865234375,0.088(...TRUNCATED)
| [[128006,882,128007,271,5269,649,358,5276,279,85457,1749,315,3276,85,4951,596,1912,304,1167,7472,30,(...TRUNCATED)
| [219,350,363,552,65,351,243,259,238,502,1178,112,1506,270,453,177,230,365,673,539,634,447,105,298,51(...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)
| 474
| "<|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)
| 2,048
| "<|start_header_id|>user<|end_header_id|>\n\nGiven a sentence in French, provide an equivalent parap(...TRUNCATED)
| 2,048
| 0.086914
| 0.060059
| [{"content":"Given a sentence in French, provide an equivalent paraphrased version from the original(...TRUNCATED)
| [0.06005859375,0.0869140625,0.0185546875,0.083984375,0.03759765625,0.061767578125,0.04248046875,0.07(...TRUNCATED)
| [[128006,882,128007,271,22818,264,11914,304,8753,11,3493,459,13890,63330,81,1503,2373,505,279,4113,4(...TRUNCATED)
| [2048,474,404,355,418,284,241,448,374,300,318,502,487,246,318,315,343,440,308,348,348,345,453,485,26(...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":"The animal wi(...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)
| 32
| "<|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)
| 32
| 0.071289
| 0.037598
| [{"content":"Which animal has two hands, a hyrax or a dog?","role":"user"},{"content":"[\"A hyrax ha(...TRUNCATED)
| [0.03759765625,0.0712890625,0.01953125,0.099609375,0.1318359375,0.034423828125,0.087890625,0.0834960(...TRUNCATED)
| [[128006,882,128007,271,23956,10065,706,1403,6206,11,264,6409,69865,477,264,5679,30,128009,128006,78(...TRUNCATED)
| [30,32,103,73,154,26,251,53,43,25,62,81,32,48,94,73,82,24,88,71,43,584,100,69,269,85,92,58,82,68,54,(...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)
| 488
| "<|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)
| 416
| "<|start_header_id|>user<|end_header_id|>\n\nCan you explain more about how Tamping Coke is used in (...TRUNCATED)
| 488
| 0.088379
| 0.077148
| [{"content":"Can you explain more about how Tamping Coke is used in Large-Scale BF Smelting?\nGenera(...TRUNCATED)
| [0.08837890625,0.0771484375,0.1044921875,0.091796875,0.10498046875,0.0859375,0.11767578125,0.0849609(...TRUNCATED)
| [[128006,882,128007,271,6854,499,10552,810,922,1268,350,31557,74362,374,1511,304,20902,6354,2296,516(...TRUNCATED)
| [488,416,589,324,458,210,535,502,491,470,383,371,481,657,449,222,284,364,428,207,674,483,259,323,478(...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":"We are(...TRUNCATED)
| [{"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":"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)
| 157
| "<|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)
| 281
| "<|start_header_id|>user<|end_header_id|>\n\nWrite a eulogy for a public figure who inspired you.<|e(...TRUNCATED)
| 281
| 0.076172
| 0.026001
| [{"content":"Write a eulogy for a public figure who inspired you.","role":"user"},{"content":"[\"Hel(...TRUNCATED)
| [0.0260009765625,0.076171875,0.0859375,0.0654296875,0.10791015625,0.11767578125,0.142578125,0.130859(...TRUNCATED)
| [[128006,882,128007,271,8144,264,384,360,16035,369,264,586,7216,889,14948,499,13,128009,128006,78191(...TRUNCATED)
| [281,157,512,506,311,474,547,165,1238,610,402,636,918,167,126,490,132,558,439,2048,435,478,427,271,8(...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)
| 1,118
| "<|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)
| 699
| "<|start_header_id|>user<|end_header_id|>\n\nUsing the latest scientific data and taking into accoun(...TRUNCATED)
| 1,118
| 0.163086
| 0.152344
| [{"content":"Using the latest scientific data and taking into account the unique environmental facto(...TRUNCATED)
| [0.1630859375,0.15234375,0.1796875,0.130859375,0.171875,0.0830078125,0.1796875,0.1494140625,0.152343(...TRUNCATED)
| [[128006,882,128007,271,16834,279,5652,12624,828,323,4737,1139,2759,279,5016,12434,9547,315,1855,565(...TRUNCATED)
| [1118,699,1008,720,1436,238,946,835,672,745,313,289,839,882,502,912,674,699,627,519,721,794,318,513,(...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)
| 599
| "<|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)
| 625
| "<|start_header_id|>user<|end_header_id|>\n\nWrite a research paper examining the links between subs(...TRUNCATED)
| 625
| 0.146484
| 0.088867
| [{"content":"Write a research paper examining the links between substance abuse and mental health, i(...TRUNCATED)
| [0.0888671875,0.146484375,0.189453125,0.1591796875,0.1796875,0.1748046875,0.1875,0.17578125,0.178710(...TRUNCATED)
| [[128006,882,128007,271,8144,264,3495,5684,38936,279,7902,1990,20278,11737,323,10723,2890,11,2737,45(...TRUNCATED)
| [625,599,1077,1159,819,1143,1161,1231,951,810,845,529,1346,431,782,840,1286,885,613,938,965,1086,895(...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)
| 82
| "<|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)
| 252
| "<|start_header_id|>user<|end_header_id|>\n\nHow can the sentence \"I seen a dog\" be reconstructed (...TRUNCATED)
| 252
| 0.114746
| 0.088379
| [{"content":"How can the sentence \"I seen a dog\" be reconstructed to adhere to the rules of proper(...TRUNCATED)
| [0.11474609375,0.08837890625,0.035888671875,0.0908203125,0.0771484375,0.08544921875,0.1259765625,0.1(...TRUNCATED)
| [[128006,882,128007,271,4438,649,279,11914,330,40,3970,264,5679,1,387,83104,311,49553,311,279,5718,3(...TRUNCATED)
| [82,252,112,130,304,72,132,86,132,122,154,143,73,73,160,316,73,199,89,73,72,194,124,139,160,214,228,(...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)
| 402
| "<|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)
| 428
| "<|start_header_id|>user<|end_header_id|>\n\nyou are entering \"GPT-ART\" mode. In this mode, the id(...TRUNCATED)
| 428
| 0.12793
| 0.121094
| [{"content":"you are entering \"GPT-ART\" mode. In this mode, the idea of what a language is is vast(...TRUNCATED)
| [0.1279296875,0.12109375,0.1123046875,0.080078125,0.099609375,0.130859375,0.1064453125,0.11474609375(...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)
| [402,428,1205,866,132,391,190,140,428,132,152,445,316,356,159,137,460,146,129,148,427,178,1095,127,3(...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-sft-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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- 7
Size of the auto-converted Parquet files (First 5GB per split):
1.85 GB
Number of rows (First 5GB per split):
15,985
Estimated number of rows:
61,982