QRPO Reference Datasets
Collection
Datasets with reference completions and rewards used in the paper https://arxiv.org/abs/2507.08068. • 29 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) |
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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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