dataset_name stringclasses 18 values | model_type stringclasses 2 values | task_config stringclasses 16 values | mean_length float64 135 3.93k | std_length float64 24.3 1.5k | count int64 100 3.29k | min_length float64 5.75 1.82k ⌀ | max_length float64 248 4.1k ⌀ |
|---|---|---|---|---|---|---|---|
Qwen (non-sfted / base model)_sft | SFT | overall | 613.19899 | 270.36167 | 3,291 | null | null |
3args RL-only_rl | RL | overall | 1,350.760065 | 1,497.568558 | 3,291 | null | null |
PV v2_rl | RL | overall | 1,733.258052 | 1,278.020372 | 3,291 | null | null |
PV v2_sft | SFT | overall | 1,113.265383 | 571.799634 | 3,291 | null | null |
1 Sample only corrects (our structure)_rl | RL | overall | 1,762.514528 | 1,435.094817 | 3,291 | null | null |
1 Sample only corrects (our structure)_sft | SFT | overall | 697.565235 | 310.93982 | 3,291 | null | null |
Random_rl | RL | overall | 1,581.340208 | 1,318.061004 | 3,291 | null | null |
Random_sft | SFT | overall | 1,797.341936 | 568.582237 | 3,291 | null | null |
No reflection tags_rl | RL | overall | 1,424.907228 | 1,439.830017 | 3,291 | null | null |
No reflection tags_sft | SFT | overall | 1,508.35449 | 685.488866 | 3,291 | null | null |
Orig Only Prompts (filter out all other variants)_rl | RL | overall | 1,357.712416 | 1,352.362623 | 3,291 | null | null |
Orig Only Prompts (filter out all other variants)_sft | SFT | overall | 1,525.908728 | 829.274163 | 3,291 | null | null |
BoN tuning on correct samples_rl | RL | overall | 1,464.657988 | 1,480.765306 | 3,291 | null | null |
BoN tuning on correct samples_sft | SFT | overall | 462.654873 | 220.061508 | 3,291 | null | null |
BoN tuning on all samples_rl | RL | overall | 1,479.505223 | 1,453.760347 | 3,291 | null | null |
BoN tuning on all samples_sft | SFT | overall | 352.21443 | 139.165153 | 3,291 | null | null |
Purposefully low quality reflections_rl | RL | overall | 1,810.8366 | 1,270.287809 | 3,291 | null | null |
Purposefully low quality reflections_sft | SFT | overall | 933.795541 | 433.097702 | 3,291 | null | null |
Qwen (non-sfted / base model)_sft | SFT | countdown_6arg | 948.778 | 272.703153 | 250 | 468.9375 | 1,829.375 |
Qwen (non-sfted / base model)_sft | SFT | countdown_5arg | 890.076 | 236.338401 | 250 | 489.625 | 1,713.4375 |
Qwen (non-sfted / base model)_sft | SFT | countdown_4arg | 826.57125 | 220.714288 | 250 | 451 | 1,603.3125 |
Qwen (non-sfted / base model)_sft | SFT | longmult_5dig | 740.8835 | 188.124506 | 250 | 434.375 | 1,325.25 |
Qwen (non-sfted / base model)_sft | SFT | letter_countdown_5o | 684.205 | 249.53263 | 250 | 332.4375 | 1,779.3125 |
Qwen (non-sfted / base model)_sft | SFT | countdown_3arg | 644.2945 | 166.498012 | 250 | 318.25 | 1,143.25 |
Qwen (non-sfted / base model)_sft | SFT | letter_countdown_4o | 641.04275 | 274.453112 | 250 | 296.0625 | 1,804.875 |
Qwen (non-sfted / base model)_sft | SFT | longmult_4dig | 605.6945 | 130.731546 | 250 | 348.3125 | 1,061.875 |
Qwen (non-sfted / base model)_sft | SFT | acronym_5o | 522.835503 | 114.194798 | 144 | 370.625 | 946.8125 |
Qwen (non-sfted / base model)_sft | SFT | acronym_4o | 499.977157 | 106.721745 | 197 | 383.0625 | 945.6875 |
Qwen (non-sfted / base model)_sft | SFT | longmult_3dig | 455.844 | 79.140511 | 250 | 277.625 | 968.625 |
Qwen (non-sfted / base model)_sft | SFT | countdown_2arg | 392.4465 | 126.220651 | 250 | 183.75 | 982.9375 |
Qwen (non-sfted / base model)_sft | SFT | gsm8k | 327.349375 | 100.246151 | 100 | 173.0625 | 895.875 |
Qwen (non-sfted / base model)_sft | SFT | longmult_2dig | 325.913 | 48.738308 | 250 | 206.9375 | 591.0625 |
Qwen (non-sfted / base model)_sft | SFT | commonsenseQA | 225.81875 | 34.288278 | 100 | 141.0625 | 342.5 |
3args RL-only_rl | RL | countdown_6arg | 3,776.038 | 741.042173 | 250 | 476.6875 | 4,096 |
3args RL-only_rl | RL | countdown_5arg | 3,739.7925 | 905.491599 | 250 | 125 | 4,096 |
3args RL-only_rl | RL | countdown_4arg | 3,486.32975 | 1,294.676912 | 250 | 104.25 | 4,096 |
3args RL-only_rl | RL | acronym_5o | 2,327.291233 | 469.055504 | 144 | 911.3125 | 3,420.5625 |
3args RL-only_rl | RL | acronym_4o | 2,067.91085 | 524.997989 | 197 | 599.6875 | 3,714.6875 |
3args RL-only_rl | RL | letter_countdown_5o | 1,013.818 | 435.026216 | 250 | 208.6875 | 2,226.5625 |
3args RL-only_rl | RL | letter_countdown_4o | 897.217 | 485.498607 | 250 | 178.6875 | 2,503.1875 |
3args RL-only_rl | RL | countdown_3arg | 462.424 | 559.301698 | 250 | 99.75 | 4,038.75 |
3args RL-only_rl | RL | longmult_5dig | 392.666 | 114.971779 | 250 | 178.8125 | 904.1875 |
3args RL-only_rl | RL | longmult_4dig | 294.25625 | 64.622126 | 250 | 169.25 | 543.9375 |
3args RL-only_rl | RL | gsm8k | 293.87125 | 120.831478 | 100 | 130.875 | 1,013.5 |
3args RL-only_rl | RL | longmult_3dig | 242.09025 | 44.950261 | 250 | 146.75 | 384.25 |
3args RL-only_rl | RL | longmult_2dig | 181.24825 | 24.310987 | 250 | 123.875 | 259.6875 |
3args RL-only_rl | RL | commonsenseQA | 171.789375 | 39.113965 | 100 | 70.0625 | 277.1875 |
3args RL-only_rl | RL | countdown_2arg | 139.22775 | 252.012526 | 250 | 91.125 | 4,060.1875 |
PV v2_rl | RL | countdown_5arg | 3,828.78275 | 576.111723 | 250 | 376.5 | 4,096.1875 |
PV v2_rl | RL | countdown_6arg | 3,824.968 | 580.485362 | 250 | 951.125 | 4,096.25 |
PV v2_rl | RL | countdown_4arg | 3,539.91925 | 880.952125 | 250 | 299.75 | 4,096.125 |
PV v2_rl | RL | acronym_5o | 2,059.336372 | 385.789613 | 144 | 335.3125 | 3,429.25 |
PV v2_rl | RL | acronym_4o | 1,957.445749 | 367.787504 | 197 | 17.4375 | 2,883.1875 |
PV v2_rl | RL | letter_countdown_5o | 1,861.4455 | 472.224471 | 250 | 818.9375 | 3,290 |
PV v2_rl | RL | letter_countdown_4o | 1,648.861 | 511.446534 | 250 | 427.25 | 3,373.625 |
PV v2_rl | RL | longmult_5dig | 1,100.45575 | 277.046989 | 250 | 523.3125 | 1,882.875 |
PV v2_rl | RL | longmult_4dig | 1,055.7235 | 233.982311 | 250 | 462.3125 | 1,738 |
PV v2_rl | RL | gsm8k | 967.48 | 541.861895 | 100 | 264.4375 | 2,594.25 |
PV v2_rl | RL | countdown_3arg | 891.8695 | 537.063675 | 250 | 300.0625 | 3,851.6875 |
PV v2_rl | RL | longmult_3dig | 772.2695 | 241.771758 | 250 | 269.4375 | 1,442.875 |
PV v2_rl | RL | commonsenseQA | 681.4075 | 311.496748 | 100 | 251.0625 | 1,897.9375 |
PV v2_rl | RL | countdown_2arg | 524.5215 | 325.590597 | 250 | 273.25 | 2,973.8125 |
PV v2_rl | RL | longmult_2dig | 379.59275 | 169.320039 | 250 | 201.75 | 1,309.4375 |
PV v2_sft | SFT | countdown_6arg | 1,992.85975 | 397.783436 | 250 | 945.4375 | 3,224.3125 |
PV v2_sft | SFT | countdown_5arg | 1,885.45525 | 390.763685 | 250 | 992.3125 | 3,026.125 |
PV v2_sft | SFT | countdown_4arg | 1,877.736 | 388.907447 | 250 | 1,009.9375 | 3,003.25 |
PV v2_sft | SFT | countdown_3arg | 1,555.741 | 393.548591 | 250 | 472.6875 | 2,732.75 |
PV v2_sft | SFT | longmult_5dig | 1,138.5535 | 240.119321 | 250 | 692.8125 | 1,981.5625 |
PV v2_sft | SFT | longmult_4dig | 1,037.05825 | 190.324477 | 250 | 691.5 | 1,733.875 |
PV v2_sft | SFT | longmult_3dig | 862.7755 | 143.129814 | 250 | 552.6875 | 1,385.625 |
PV v2_sft | SFT | countdown_2arg | 851.825 | 283.375622 | 250 | 361.3125 | 1,870.375 |
PV v2_sft | SFT | acronym_5o | 730.16276 | 133.447493 | 144 | 388.5 | 1,250.8125 |
PV v2_sft | SFT | acronym_4o | 724.655774 | 158.802115 | 197 | 118.9375 | 1,263.8125 |
PV v2_sft | SFT | gsm8k | 697.62 | 211.54861 | 100 | 378.8125 | 1,885.5625 |
PV v2_sft | SFT | longmult_2dig | 666.67975 | 118.099867 | 250 | 424.125 | 1,056 |
PV v2_sft | SFT | letter_countdown_4o | 661.192 | 230.797621 | 250 | 5.75 | 1,444.125 |
PV v2_sft | SFT | letter_countdown_5o | 648.78575 | 212.278231 | 250 | 361.0625 | 1,321.5625 |
PV v2_sft | SFT | commonsenseQA | 514.283125 | 169.114972 | 100 | 276.375 | 965.125 |
1 Sample only corrects (our structure)_rl | RL | countdown_5arg | 3,824.591 | 776.208712 | 250 | 264 | 4,096 |
1 Sample only corrects (our structure)_rl | RL | countdown_6arg | 3,734.59375 | 861.598553 | 250 | 178 | 4,096 |
1 Sample only corrects (our structure)_rl | RL | countdown_4arg | 3,733.9235 | 1,027.315279 | 250 | 200 | 4,096 |
1 Sample only corrects (our structure)_rl | RL | acronym_5o | 2,891.937066 | 443.003912 | 144 | 1,822 | 3,910.875 |
1 Sample only corrects (our structure)_rl | RL | acronym_4o | 2,729.402284 | 485.141229 | 197 | 1,351.1875 | 3,710.8125 |
1 Sample only corrects (our structure)_rl | RL | letter_countdown_5o | 2,007.97875 | 638.251224 | 250 | 331.0625 | 3,602.9375 |
1 Sample only corrects (our structure)_rl | RL | letter_countdown_4o | 1,841.14725 | 682.921759 | 250 | 12.0625 | 3,916.4375 |
1 Sample only corrects (our structure)_rl | RL | longmult_5dig | 1,043.2225 | 318.882353 | 250 | 400.75 | 2,410.875 |
1 Sample only corrects (our structure)_rl | RL | longmult_4dig | 921.0785 | 275.516696 | 250 | 336.3125 | 1,875.625 |
1 Sample only corrects (our structure)_rl | RL | longmult_3dig | 729.194 | 276.6108 | 250 | 242.875 | 1,562.9375 |
1 Sample only corrects (our structure)_rl | RL | gsm8k | 567.261875 | 334.024899 | 100 | 267.9375 | 2,019.6875 |
1 Sample only corrects (our structure)_rl | RL | longmult_2dig | 531.59575 | 272.603586 | 250 | 193.9375 | 2,059.4375 |
1 Sample only corrects (our structure)_rl | RL | countdown_3arg | 474.724 | 505.482602 | 250 | 179 | 4,096 |
1 Sample only corrects (our structure)_rl | RL | commonsenseQA | 300.311875 | 42.733376 | 100 | 217.0625 | 424.5625 |
1 Sample only corrects (our structure)_rl | RL | countdown_2arg | 196.138 | 79.765244 | 250 | 175.625 | 1,447.875 |
1 Sample only corrects (our structure)_sft | SFT | countdown_6arg | 1,133.7425 | 280.091909 | 250 | 488.5 | 2,010.375 |
1 Sample only corrects (our structure)_sft | SFT | countdown_5arg | 1,065.50775 | 269.177753 | 250 | 571.1875 | 2,030.6875 |
1 Sample only corrects (our structure)_sft | SFT | countdown_4arg | 1,011.61325 | 282.373396 | 250 | 478 | 2,054.0625 |
1 Sample only corrects (our structure)_sft | SFT | countdown_3arg | 842.48575 | 253.387088 | 250 | 438.5 | 1,812.125 |
1 Sample only corrects (our structure)_sft | SFT | letter_countdown_5o | 727.985 | 237.472239 | 250 | 392.4375 | 1,634.375 |
1 Sample only corrects (our structure)_sft | SFT | letter_countdown_4o | 710.1345 | 234.514813 | 250 | 33.8125 | 1,384.5 |
1 Sample only corrects (our structure)_sft | SFT | longmult_5dig | 635.62 | 180.762375 | 250 | 351.5 | 1,349.375 |
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