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End of training
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metadata
license: apache-2.0
library_name: peft
tags:
  - alignment-handbook
  - generated_from_trainer
  - trl
  - dpo
  - generated_from_trainer
datasets:
  - HuggingFaceH4/ultrafeedback_binarized
base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
model-index:
  - name: zephyr-tiny-dpo-qlora
    results: []

zephyr-tiny-dpo-qlora

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on the HuggingFaceH4/ultrafeedback_binarized dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5999
  • Rewards/chosen: -1.4826
  • Rewards/rejected: -1.9237
  • Rewards/accuracies: 0.6735
  • Rewards/margins: 0.4412
  • Logps/rejected: -493.4848
  • Logps/chosen: -481.0047
  • Logits/rejected: -2.2428
  • Logits/chosen: -2.2348

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-06
  • train_batch_size: 1
  • eval_batch_size: 2
  • seed: 42
  • distributed_type: multi-GPU
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1

Training results

Training Loss Epoch Step Validation Loss Rewards/chosen Rewards/rejected Rewards/accuracies Rewards/margins Logps/rejected Logps/chosen Logits/rejected Logits/chosen
0.693 0.0 10 0.6931 0.0000 -0.0000 0.4965 0.0001 -301.1112 -332.7445 -2.7351 -2.7424
0.6932 0.0 20 0.6931 0.0001 -0.0001 0.4980 0.0002 -301.1186 -332.7424 -2.7355 -2.7427
0.6931 0.0 30 0.6931 0.0000 0.0000 0.4930 0.0000 -301.1074 -332.7456 -2.7351 -2.7423
0.6931 0.01 40 0.6931 0.0001 -0.0001 0.5095 0.0001 -301.1160 -332.7425 -2.7352 -2.7424
0.6935 0.01 50 0.6931 0.0002 0.0001 0.4980 0.0001 -301.1013 -332.7299 -2.7349 -2.7422
0.6932 0.01 60 0.6930 0.0001 -0.0002 0.5100 0.0003 -301.1270 -332.7393 -2.7349 -2.7421
0.6933 0.01 70 0.6931 0.0001 -0.0001 0.5210 0.0002 -301.1194 -332.7415 -2.7352 -2.7424
0.693 0.01 80 0.6930 0.0002 0.0000 0.5010 0.0002 -301.1097 -332.7282 -2.7352 -2.7424
0.6933 0.01 90 0.6931 0.0001 0.0000 0.4975 0.0000 -301.1066 -332.7416 -2.7350 -2.7424
0.6935 0.01 100 0.6932 0.0000 0.0001 0.4940 -0.0001 -301.0979 -332.7456 -2.7352 -2.7424
0.6925 0.01 110 0.6931 -0.0000 -0.0001 0.4895 0.0001 -301.1203 -332.7512 -2.7352 -2.7425
0.6927 0.02 120 0.6931 -0.0000 -0.0001 0.4920 0.0001 -301.1205 -332.7540 -2.7350 -2.7423
0.6931 0.02 130 0.6931 -0.0000 -0.0002 0.5085 0.0002 -301.1299 -332.7500 -2.7352 -2.7424
0.6932 0.02 140 0.6931 -0.0000 -0.0001 0.4985 0.0001 -301.1245 -332.7522 -2.7351 -2.7424
0.6925 0.02 150 0.6931 0.0001 -0.0000 0.5015 0.0001 -301.1144 -332.7434 -2.7348 -2.7420
0.6931 0.02 160 0.6931 -0.0001 -0.0001 0.4935 0.0000 -301.1194 -332.7556 -2.7346 -2.7418
0.693 0.02 170 0.6931 -0.0001 -0.0001 0.4925 0.0000 -301.1203 -332.7569 -2.7350 -2.7422
0.6938 0.02 180 0.6931 -0.0002 -0.0002 0.5 0.0000 -301.1345 -332.7730 -2.7347 -2.7420
0.6929 0.02 190 0.6930 -0.0000 -0.0003 0.5260 0.0003 -301.1443 -332.7518 -2.7349 -2.7422
0.6924 0.03 200 0.6931 -0.0003 -0.0005 0.5040 0.0002 -301.1588 -332.7804 -2.7350 -2.7422
0.6932 0.03 210 0.6931 -0.0002 -0.0004 0.5050 0.0002 -301.1479 -332.7717 -2.7350 -2.7422
0.6934 0.03 220 0.6930 -0.0003 -0.0005 0.4965 0.0002 -301.1607 -332.7756 -2.7345 -2.7418
0.693 0.03 230 0.6929 -0.0004 -0.0009 0.5290 0.0005 -301.2017 -332.7917 -2.7351 -2.7422
0.6928 0.03 240 0.6930 -0.0006 -0.0008 0.5175 0.0003 -301.1921 -332.8048 -2.7354 -2.7426
0.6935 0.03 250 0.6929 -0.0005 -0.0010 0.5370 0.0005 -301.2145 -332.8021 -2.7352 -2.7423
0.6934 0.03 260 0.6929 -0.0007 -0.0013 0.5275 0.0006 -301.2392 -332.8221 -2.7351 -2.7423
0.6937 0.04 270 0.6929 -0.0008 -0.0013 0.5150 0.0006 -301.2431 -332.8276 -2.7349 -2.7422
0.6925 0.04 280 0.6929 -0.0009 -0.0015 0.5270 0.0006 -301.2622 -332.8435 -2.7354 -2.7424
0.6927 0.04 290 0.6929 -0.0012 -0.0018 0.5320 0.0006 -301.2879 -332.8693 -2.7349 -2.7419
0.693 0.04 300 0.6928 -0.0015 -0.0022 0.5395 0.0008 -301.3325 -332.8954 -2.7350 -2.7421
0.6922 0.04 310 0.6927 -0.0017 -0.0026 0.5510 0.0009 -301.3729 -332.9208 -2.7347 -2.7417
0.693 0.04 320 0.6926 -0.0020 -0.0030 0.5585 0.0010 -301.4145 -332.9500 -2.7348 -2.7418
0.6927 0.04 330 0.6926 -0.0023 -0.0034 0.5520 0.0011 -301.4496 -332.9778 -2.7345 -2.7415
0.6924 0.04 340 0.6925 -0.0028 -0.0042 0.5600 0.0014 -301.5256 -333.0244 -2.7347 -2.7416
0.6921 0.05 350 0.6922 -0.0033 -0.0051 0.5725 0.0018 -301.6199 -333.0765 -2.7345 -2.7414
0.6918 0.05 360 0.6922 -0.0039 -0.0059 0.5835 0.0019 -301.6956 -333.1432 -2.7348 -2.7417
0.6918 0.05 370 0.6920 -0.0048 -0.0071 0.5925 0.0023 -301.8189 -333.2271 -2.7351 -2.7419
0.6905 0.05 380 0.6919 -0.0059 -0.0085 0.5855 0.0026 -301.9619 -333.3396 -2.7354 -2.7421
0.691 0.05 390 0.6916 -0.0074 -0.0107 0.5925 0.0032 -302.1753 -333.4940 -2.7360 -2.7425
0.6929 0.05 400 0.6912 -0.0090 -0.0129 0.6005 0.0039 -302.4012 -333.6461 -2.7361 -2.7426
0.6911 0.05 410 0.6910 -0.0101 -0.0144 0.6000 0.0043 -302.5548 -333.7640 -2.7362 -2.7425
0.6914 0.05 420 0.6907 -0.0115 -0.0164 0.6045 0.0049 -302.7467 -333.8960 -2.7361 -2.7424
0.6921 0.06 430 0.6907 -0.0127 -0.0178 0.5905 0.0051 -302.8855 -334.0163 -2.7368 -2.7430
0.6918 0.06 440 0.6903 -0.0134 -0.0191 0.6005 0.0057 -303.0195 -334.0882 -2.7364 -2.7426
0.6928 0.06 450 0.6904 -0.0140 -0.0197 0.6060 0.0056 -303.0764 -334.1518 -2.7364 -2.7424
0.6894 0.06 460 0.6901 -0.0158 -0.0220 0.6035 0.0062 -303.3061 -334.3250 -2.7361 -2.7421
0.6894 0.06 470 0.6896 -0.0182 -0.0254 0.6020 0.0072 -303.6496 -334.5720 -2.7358 -2.7416
0.6896 0.06 480 0.6892 -0.0212 -0.0294 0.6105 0.0082 -304.0499 -334.8725 -2.7352 -2.7409
0.6878 0.06 490 0.6885 -0.0252 -0.0347 0.6080 0.0095 -304.5756 -335.2660 -2.7347 -2.7402
0.6893 0.07 500 0.6880 -0.0300 -0.0407 0.6145 0.0107 -305.1786 -335.7523 -2.7344 -2.7397
0.6898 0.07 510 0.6875 -0.0332 -0.0449 0.6170 0.0117 -305.6008 -336.0675 -2.7342 -2.7394
0.6869 0.07 520 0.6869 -0.0368 -0.0498 0.6135 0.0130 -306.0887 -336.4317 -2.7340 -2.7389
0.686 0.07 530 0.6863 -0.0420 -0.0563 0.6150 0.0143 -306.7418 -336.9489 -2.7337 -2.7384
0.6835 0.07 540 0.6854 -0.0494 -0.0657 0.6115 0.0163 -307.6848 -337.6916 -2.7339 -2.7382
0.6832 0.07 550 0.6844 -0.0592 -0.0778 0.6115 0.0186 -308.8883 -338.6699 -2.7335 -2.7374
0.6788 0.07 560 0.6833 -0.0714 -0.0924 0.6150 0.0211 -310.3549 -339.8881 -2.7331 -2.7365
0.6815 0.07 570 0.6821 -0.0845 -0.1083 0.6075 0.0238 -311.9396 -341.1985 -2.7324 -2.7352
0.678 0.08 580 0.6810 -0.0998 -0.1264 0.6070 0.0266 -313.7509 -342.7325 -2.7315 -2.7338
0.6724 0.08 590 0.6796 -0.1214 -0.1516 0.5960 0.0301 -316.2653 -344.8932 -2.7310 -2.7325
0.686 0.08 600 0.6781 -0.1427 -0.1765 0.6000 0.0338 -318.7592 -347.0211 -2.7295 -2.7301
0.6694 0.08 610 0.6772 -0.1567 -0.1929 0.6025 0.0362 -320.3974 -348.4165 -2.7311 -2.7311
0.6606 0.08 620 0.6753 -0.2050 -0.2468 0.6080 0.0418 -325.7889 -353.2503 -2.7336 -2.7319
0.668 0.08 630 0.6737 -0.2591 -0.3064 0.6020 0.0473 -331.7452 -358.6589 -2.7307 -2.7269
0.6781 0.08 640 0.6721 -0.3056 -0.3586 0.6075 0.0531 -336.9739 -363.3046 -2.7222 -2.7167
0.6732 0.09 650 0.6708 -0.2917 -0.3474 0.6095 0.0556 -335.8477 -361.9241 -2.7171 -2.7116
0.6768 0.09 660 0.6700 -0.2857 -0.3432 0.6130 0.0575 -335.4340 -361.3224 -2.7157 -2.7105
0.667 0.09 670 0.6692 -0.2830 -0.3423 0.6185 0.0593 -335.3443 -361.0500 -2.7128 -2.7082
0.6693 0.09 680 0.6685 -0.2968 -0.3588 0.6145 0.0620 -336.9861 -362.4294 -2.7100 -2.7054
0.6707 0.09 690 0.6676 -0.3056 -0.3703 0.6150 0.0647 -338.1431 -363.3129 -2.7089 -2.7039
0.6718 0.09 700 0.6671 -0.2991 -0.3646 0.6145 0.0654 -337.5663 -362.6632 -2.7051 -2.7002
0.6511 0.09 710 0.6659 -0.3404 -0.4112 0.6135 0.0708 -342.2339 -366.7898 -2.6996 -2.6940
0.6685 0.09 720 0.6651 -0.3662 -0.4408 0.6110 0.0746 -345.1917 -369.3723 -2.6963 -2.6901
0.6702 0.1 730 0.6645 -0.3862 -0.4637 0.6135 0.0775 -347.4822 -371.3727 -2.6940 -2.6870
0.6723 0.1 740 0.6644 -0.3721 -0.4493 0.6145 0.0772 -346.0402 -369.9626 -2.6951 -2.6883
0.6484 0.1 750 0.6638 -0.3937 -0.4738 0.6110 0.0802 -348.4942 -372.1144 -2.6951 -2.6878
0.6701 0.1 760 0.6634 -0.3749 -0.4545 0.6160 0.0797 -346.5627 -370.2365 -2.6956 -2.6885
0.6578 0.1 770 0.6631 -0.3941 -0.4756 0.6140 0.0815 -348.6732 -372.1638 -2.6923 -2.6855
0.6555 0.1 780 0.6628 -0.4020 -0.4850 0.6170 0.0830 -349.6146 -372.9538 -2.6920 -2.6853
0.6354 0.1 790 0.6619 -0.4552 -0.5451 0.6095 0.0899 -355.6183 -378.2653 -2.6796 -2.6718
0.643 0.1 800 0.6610 -0.5059 -0.6043 0.6095 0.0985 -361.5449 -383.3349 -2.6665 -2.6568
0.6762 0.11 810 0.6602 -0.4854 -0.5858 0.6110 0.1004 -359.6948 -381.2932 -2.6608 -2.6501
0.6559 0.11 820 0.6599 -0.4742 -0.5764 0.6105 0.1022 -358.7486 -380.1671 -2.6537 -2.6431
0.638 0.11 830 0.6609 -0.5706 -0.6834 0.6040 0.1128 -369.4500 -389.8056 -2.6360 -2.6246
0.6485 0.11 840 0.6623 -0.6102 -0.7278 0.6045 0.1176 -373.8880 -393.7682 -2.6275 -2.6167
0.6393 0.11 850 0.6640 -0.6622 -0.7881 0.6055 0.1260 -379.9243 -398.9680 -2.6169 -2.6060
0.6465 0.11 860 0.6670 -0.7285 -0.8637 0.6070 0.1352 -387.4784 -405.5987 -2.6065 -2.5957
0.6604 0.11 870 0.6644 -0.6914 -0.8228 0.6060 0.1314 -383.3900 -401.8903 -2.6138 -2.6024
0.6875 0.12 880 0.6669 -0.7485 -0.8871 0.6015 0.1386 -389.8181 -407.5961 -2.6100 -2.5992
0.6721 0.12 890 0.6637 -0.6864 -0.8203 0.6060 0.1339 -383.1368 -401.3889 -2.6204 -2.6104
0.7118 0.12 900 0.6599 -0.5840 -0.7083 0.6020 0.1243 -371.9418 -391.1490 -2.6316 -2.6222
0.612 0.12 910 0.6612 -0.6170 -0.7458 0.6100 0.1288 -375.6937 -394.4494 -2.6216 -2.6122
0.6676 0.12 920 0.6611 -0.6209 -0.7518 0.6090 0.1309 -376.2944 -394.8423 -2.6197 -2.6095
0.6577 0.12 930 0.6620 -0.6461 -0.7813 0.6090 0.1352 -379.2373 -397.3580 -2.6148 -2.6049
0.637 0.12 940 0.6590 -0.5819 -0.7113 0.6095 0.1294 -372.2401 -390.9405 -2.6263 -2.6165
0.6663 0.12 950 0.6571 -0.5252 -0.6501 0.6115 0.1250 -366.1216 -385.2651 -2.6330 -2.6230
0.6437 0.13 960 0.6564 -0.5218 -0.6483 0.6140 0.1265 -365.9413 -384.9284 -2.6313 -2.6211
0.6053 0.13 970 0.6567 -0.5715 -0.7062 0.6180 0.1347 -371.7264 -389.8969 -2.6223 -2.6111
0.63 0.13 980 0.6615 -0.7128 -0.8643 0.6125 0.1516 -387.5418 -404.0250 -2.5987 -2.5871
0.6434 0.13 990 0.6638 -0.7523 -0.9096 0.6075 0.1573 -392.0733 -407.9801 -2.5910 -2.5807
0.6192 0.13 1000 0.6646 -0.7700 -0.9321 0.6080 0.1620 -394.3170 -409.7525 -2.5899 -2.5800
0.6942 0.13 1010 0.6576 -0.6474 -0.7958 0.6145 0.1484 -380.6887 -397.4907 -2.6080 -2.5973
0.6408 0.13 1020 0.6591 -0.6905 -0.8454 0.6150 0.1549 -385.6538 -401.7998 -2.5979 -2.5869
0.6204 0.13 1030 0.6608 -0.7136 -0.8728 0.6185 0.1592 -388.3903 -404.1101 -2.5930 -2.5825
0.5986 0.14 1040 0.6670 -0.8048 -0.9774 0.6125 0.1726 -398.8505 -413.2312 -2.5784 -2.5676
0.6624 0.14 1050 0.6649 -0.7874 -0.9602 0.6150 0.1728 -397.1287 -411.4896 -2.5844 -2.5734
0.6528 0.14 1060 0.6576 -0.6652 -0.8239 0.6170 0.1587 -383.4967 -399.2669 -2.6061 -2.5949
0.6332 0.14 1070 0.6563 -0.6362 -0.7933 0.6175 0.1571 -380.4353 -396.3664 -2.6101 -2.5985
0.6364 0.14 1080 0.6564 -0.6426 -0.8019 0.6140 0.1593 -381.3039 -397.0139 -2.6074 -2.5956
0.6063 0.14 1090 0.6589 -0.6922 -0.8596 0.6140 0.1674 -387.0664 -401.9653 -2.5995 -2.5879
0.6684 0.14 1100 0.6570 -0.6425 -0.8050 0.6160 0.1624 -381.6060 -397.0017 -2.6067 -2.5950
0.6948 0.15 1110 0.6534 -0.5348 -0.6827 0.6240 0.1479 -369.3778 -386.2302 -2.6269 -2.6154
0.683 0.15 1120 0.6526 -0.4925 -0.6328 0.6255 0.1404 -364.3933 -381.9963 -2.6371 -2.6261
0.5879 0.15 1130 0.6523 -0.4921 -0.6319 0.6210 0.1397 -364.2989 -381.9638 -2.6393 -2.6282
0.6422 0.15 1140 0.6521 -0.4999 -0.6428 0.6235 0.1429 -365.3921 -382.7381 -2.6401 -2.6286
0.6534 0.15 1150 0.6519 -0.5132 -0.6594 0.6215 0.1462 -367.0510 -384.0742 -2.6356 -2.6237
0.642 0.15 1160 0.6519 -0.5355 -0.6859 0.6240 0.1504 -369.7019 -386.3025 -2.6312 -2.6188
0.6138 0.15 1170 0.6526 -0.5731 -0.7317 0.6230 0.1585 -374.2781 -390.0626 -2.6258 -2.6126
0.6603 0.15 1180 0.6529 -0.6232 -0.7897 0.6185 0.1665 -380.0800 -395.0720 -2.6229 -2.6091
0.6446 0.16 1190 0.6540 -0.6478 -0.8187 0.6160 0.1709 -382.9786 -397.5279 -2.6169 -2.6025
0.6647 0.16 1200 0.6546 -0.6563 -0.8288 0.6185 0.1725 -383.9888 -398.3748 -2.6143 -2.5996
0.6214 0.16 1210 0.6534 -0.6735 -0.8479 0.6225 0.1744 -385.8965 -400.0964 -2.6187 -2.6038
0.7606 0.16 1220 0.6501 -0.6053 -0.7665 0.6235 0.1612 -377.7646 -393.2815 -2.6355 -2.6217
0.64 0.16 1230 0.6489 -0.5571 -0.7096 0.6235 0.1525 -372.0700 -388.4599 -2.6485 -2.6351
0.6503 0.16 1240 0.6486 -0.5107 -0.6566 0.6280 0.1460 -366.7746 -383.8181 -2.6544 -2.6420
0.6625 0.16 1250 0.6486 -0.4712 -0.6109 0.6290 0.1397 -362.1982 -379.8656 -2.6617 -2.6501
0.6365 0.16 1260 0.6484 -0.4679 -0.6087 0.6300 0.1407 -361.9755 -379.5409 -2.6599 -2.6480
0.6314 0.17 1270 0.6475 -0.5215 -0.6731 0.6275 0.1516 -368.4208 -384.9039 -2.6515 -2.6390
0.6429 0.17 1280 0.6468 -0.5830 -0.7443 0.6265 0.1613 -375.5394 -391.0509 -2.6435 -2.6299
0.6351 0.17 1290 0.6463 -0.6230 -0.7897 0.6255 0.1668 -380.0834 -395.0453 -2.6434 -2.6293
0.6147 0.17 1300 0.6467 -0.6928 -0.8684 0.6220 0.1757 -387.9538 -402.0265 -2.6450 -2.6303
0.6809 0.17 1310 0.6478 -0.7348 -0.9135 0.6215 0.1787 -392.4579 -406.2247 -2.6489 -2.6348
0.6469 0.17 1320 0.6465 -0.6788 -0.8506 0.6200 0.1718 -386.1691 -400.6298 -2.6541 -2.6406
0.5969 0.17 1330 0.6460 -0.6713 -0.8464 0.6215 0.1750 -385.7466 -399.8843 -2.6493 -2.6348
0.6755 0.18 1340 0.6460 -0.6794 -0.8585 0.6210 0.1791 -386.9584 -400.6845 -2.6436 -2.6283
0.6043 0.18 1350 0.6464 -0.6744 -0.8555 0.6265 0.1812 -386.6622 -400.1864 -2.6353 -2.6195
0.6213 0.18 1360 0.6477 -0.7281 -0.9177 0.6275 0.1896 -392.8765 -405.5606 -2.6236 -2.6073
0.6907 0.18 1370 0.6469 -0.7326 -0.9235 0.625 0.1909 -393.4615 -406.0066 -2.6231 -2.6075
0.6027 0.18 1380 0.6468 -0.7486 -0.9422 0.6215 0.1937 -395.3317 -407.6045 -2.6168 -2.6010
0.6505 0.18 1390 0.6457 -0.7204 -0.9097 0.625 0.1892 -392.0762 -404.7940 -2.6223 -2.6073
0.6131 0.18 1400 0.6448 -0.6976 -0.8840 0.6265 0.1864 -389.5133 -402.5106 -2.6269 -2.6119
0.6537 0.18 1410 0.6441 -0.6774 -0.8600 0.6275 0.1827 -387.1135 -400.4853 -2.6296 -2.6148
0.6384 0.19 1420 0.6434 -0.6711 -0.8524 0.6280 0.1813 -386.3515 -399.8629 -2.6321 -2.6176
0.6132 0.19 1430 0.6432 -0.7036 -0.8889 0.6270 0.1854 -390.0041 -403.1084 -2.6326 -2.6182
0.6443 0.19 1440 0.6423 -0.7073 -0.8938 0.6265 0.1865 -390.4881 -403.4806 -2.6346 -2.6199
0.615 0.19 1450 0.6419 -0.6898 -0.8742 0.6270 0.1844 -388.5262 -401.7285 -2.6376 -2.6228
0.6368 0.19 1460 0.6420 -0.7207 -0.9126 0.6365 0.1919 -392.3671 -404.8150 -2.6282 -2.6125
0.6896 0.19 1470 0.6410 -0.6924 -0.8807 0.6320 0.1882 -389.1761 -401.9932 -2.6298 -2.6142
0.6412 0.19 1480 0.6412 -0.7362 -0.9274 0.6295 0.1913 -393.8524 -406.3655 -2.6306 -2.6154
0.6064 0.19 1490 0.6418 -0.7669 -0.9592 0.6245 0.1923 -397.0263 -409.4356 -2.6332 -2.6182
0.6325 0.2 1500 0.6417 -0.7711 -0.9637 0.6285 0.1926 -397.4810 -409.8640 -2.6361 -2.6212
0.6424 0.2 1510 0.6402 -0.7373 -0.9315 0.6320 0.1941 -394.2556 -406.4838 -2.6307 -2.6155
0.5892 0.2 1520 0.6411 -0.7950 -0.9991 0.6355 0.2041 -401.0219 -412.2532 -2.6197 -2.6038
0.7037 0.2 1530 0.6403 -0.7732 -0.9738 0.6340 0.2006 -398.4938 -410.0700 -2.6243 -2.6087
0.6159 0.2 1540 0.6390 -0.7238 -0.9190 0.6340 0.1952 -393.0093 -405.1262 -2.6230 -2.6075
0.6365 0.2 1550 0.6391 -0.7273 -0.9224 0.6370 0.1951 -393.3499 -405.4745 -2.6207 -2.6051
0.6055 0.2 1560 0.6391 -0.7326 -0.9318 0.6335 0.1992 -394.2929 -406.0096 -2.6110 -2.5947
0.6129 0.21 1570 0.6402 -0.7043 -0.9034 0.6360 0.1991 -391.4497 -403.1786 -2.5989 -2.5811
0.6286 0.21 1580 0.6425 -0.7866 -1.0002 0.6380 0.2135 -401.1251 -411.4100 -2.5811 -2.5616
0.6803 0.21 1590 0.6425 -0.8338 -1.0554 0.6375 0.2216 -406.6456 -416.1252 -2.5802 -2.5604
0.6037 0.21 1600 0.6421 -0.8273 -1.0473 0.6400 0.2200 -405.8362 -415.4784 -2.5802 -2.5603
0.7021 0.21 1610 0.6421 -0.7084 -0.9104 0.6340 0.2020 -392.1523 -403.5919 -2.5816 -2.5623
0.6388 0.21 1620 0.6410 -0.6609 -0.8549 0.6315 0.1940 -386.6023 -398.8391 -2.5855 -2.5669
0.5835 0.21 1630 0.6402 -0.7310 -0.9371 0.6365 0.2061 -394.8233 -405.8494 -2.5778 -2.5591
0.6083 0.21 1640 0.6409 -0.8032 -1.0213 0.6340 0.2182 -403.2436 -413.0656 -2.5690 -2.5498
0.6022 0.22 1650 0.6415 -0.8630 -1.0908 0.6365 0.2278 -410.1859 -419.0446 -2.5710 -2.5515
0.6203 0.22 1660 0.6407 -0.8503 -1.0771 0.6370 0.2268 -408.8165 -417.7774 -2.5823 -2.5632
0.6444 0.22 1670 0.6396 -0.8407 -1.0657 0.6355 0.2250 -407.6794 -416.8189 -2.5919 -2.5731
0.6084 0.22 1680 0.6388 -0.8054 -1.0262 0.6380 0.2208 -403.7292 -413.2849 -2.5990 -2.5808
0.6797 0.22 1690 0.6387 -0.8254 -1.0483 0.6410 0.2230 -405.9435 -415.2863 -2.5981 -2.5806
0.6111 0.22 1700 0.6385 -0.8136 -1.0354 0.6390 0.2218 -404.6506 -414.1109 -2.5919 -2.5750
0.6356 0.22 1710 0.6393 -0.8148 -1.0369 0.6340 0.2220 -404.7968 -414.2316 -2.5836 -2.5671
0.5897 0.23 1720 0.6413 -0.8275 -1.0512 0.6350 0.2236 -406.2257 -415.5031 -2.5779 -2.5621
0.6146 0.23 1730 0.6429 -0.8567 -1.0856 0.6340 0.2289 -409.6731 -418.4196 -2.5745 -2.5588
0.6418 0.23 1740 0.6437 -0.9051 -1.1429 0.6295 0.2378 -415.3972 -423.2546 -2.5724 -2.5562
0.6322 0.23 1750 0.6413 -0.8541 -1.0862 0.6340 0.2322 -409.7335 -418.1546 -2.5868 -2.5712
0.628 0.23 1760 0.6369 -0.7892 -1.0117 0.6310 0.2225 -402.2831 -411.6743 -2.6153 -2.6007
0.5509 0.23 1770 0.6369 -0.7881 -1.0129 0.6290 0.2247 -402.3954 -411.5599 -2.6190 -2.6041
0.5959 0.23 1780 0.6371 -0.7471 -0.9675 0.6295 0.2203 -397.8552 -407.4631 -2.6175 -2.6019
0.6137 0.23 1790 0.6370 -0.7905 -1.0189 0.6265 0.2283 -402.9956 -411.8017 -2.6157 -2.5999
0.6518 0.24 1800 0.6367 -0.8300 -1.0656 0.6310 0.2355 -407.6683 -415.7537 -2.6121 -2.5960
0.6444 0.24 1810 0.6359 -0.8129 -1.0451 0.6315 0.2322 -405.6207 -414.0361 -2.6105 -2.5939
0.645 0.24 1820 0.6362 -0.8089 -1.0419 0.6335 0.2329 -405.2971 -413.6440 -2.6049 -2.5881
0.6188 0.24 1830 0.6372 -0.8706 -1.1143 0.6265 0.2437 -412.5353 -419.8054 -2.5952 -2.5781
0.597 0.24 1840 0.6378 -0.8381 -1.0796 0.6245 0.2414 -409.0667 -416.5643 -2.5903 -2.5728
0.6169 0.24 1850 0.6380 -0.8494 -1.0920 0.6255 0.2426 -410.3075 -417.6918 -2.5900 -2.5729
0.5578 0.24 1860 0.6403 -0.8872 -1.1355 0.6255 0.2484 -414.6641 -421.4672 -2.5811 -2.5646
0.6017 0.24 1870 0.6397 -0.9055 -1.1567 0.6245 0.2513 -416.7841 -423.2950 -2.5861 -2.5702
0.6193 0.25 1880 0.6379 -0.9120 -1.1633 0.6280 0.2513 -417.4392 -423.9531 -2.5942 -2.5784
0.6376 0.25 1890 0.6372 -0.9484 -1.2006 0.6305 0.2522 -421.1735 -427.5891 -2.6016 -2.5859
0.6282 0.25 1900 0.6361 -0.9367 -1.1858 0.6335 0.2491 -419.6852 -426.4164 -2.6061 -2.5904
0.6556 0.25 1910 0.6358 -0.9203 -1.1659 0.6315 0.2456 -417.7047 -424.7823 -2.6082 -2.5926
0.6259 0.25 1920 0.6337 -0.8454 -1.0800 0.6340 0.2346 -409.1140 -417.2929 -2.6206 -2.6057
0.7005 0.25 1930 0.6329 -0.8074 -1.0319 0.6390 0.2245 -404.2984 -413.4906 -2.6362 -2.6222
0.6331 0.25 1940 0.6326 -0.7858 -1.0043 0.6350 0.2185 -401.5396 -411.3259 -2.6430 -2.6293
0.6362 0.26 1950 0.6318 -0.7784 -0.9987 0.6375 0.2202 -400.9760 -410.5943 -2.6435 -2.6298
0.5862 0.26 1960 0.6319 -0.8285 -1.0595 0.6355 0.2310 -407.0627 -415.5986 -2.6348 -2.6206
0.6907 0.26 1970 0.6316 -0.7761 -1.0016 0.6345 0.2255 -401.2738 -410.3633 -2.6301 -2.6154
0.6349 0.26 1980 0.6315 -0.7514 -0.9749 0.6330 0.2234 -398.5971 -407.8918 -2.6283 -2.6133
0.618 0.26 1990 0.6315 -0.8443 -1.0831 0.6415 0.2387 -409.4156 -417.1805 -2.6258 -2.6106
0.6924 0.26 2000 0.6317 -0.8507 -1.0894 0.6390 0.2387 -410.0538 -417.8204 -2.6258 -2.6107
0.6461 0.26 2010 0.6307 -0.8010 -1.0331 0.6405 0.2321 -404.4166 -412.8479 -2.6269 -2.6121
0.6233 0.26 2020 0.6306 -0.7717 -1.0007 0.6405 0.2290 -401.1810 -409.9208 -2.6243 -2.6096
0.6237 0.27 2030 0.6305 -0.7362 -0.9611 0.6380 0.2250 -397.2237 -406.3678 -2.6218 -2.6072
0.5939 0.27 2040 0.6308 -0.7560 -0.9877 0.6385 0.2317 -399.8785 -408.3467 -2.6155 -2.6006
0.5974 0.27 2050 0.6328 -0.7690 -1.0063 0.6390 0.2372 -401.7351 -409.6518 -2.6026 -2.5867
0.6569 0.27 2060 0.6336 -0.8145 -1.0587 0.6370 0.2442 -406.9814 -414.1979 -2.5981 -2.5818
0.6322 0.27 2070 0.6324 -0.8495 -1.0992 0.6410 0.2497 -411.0252 -417.6963 -2.6044 -2.5878
0.6262 0.27 2080 0.6311 -0.8940 -1.1476 0.6400 0.2536 -415.8672 -422.1446 -2.6086 -2.5924
0.6663 0.27 2090 0.6304 -0.8916 -1.1427 0.6425 0.2511 -415.3799 -421.9053 -2.6108 -2.5941
0.6222 0.27 2100 0.6301 -0.8936 -1.1429 0.6385 0.2493 -415.3976 -422.1054 -2.6116 -2.5948
0.6496 0.28 2110 0.6297 -0.8529 -1.0969 0.6410 0.2440 -410.8004 -418.0361 -2.6108 -2.5937
0.6135 0.28 2120 0.6296 -0.8347 -1.0778 0.6390 0.2431 -408.8890 -416.2200 -2.6070 -2.5897
0.65 0.28 2130 0.6301 -0.8876 -1.1407 0.6405 0.2532 -415.1848 -421.5057 -2.5947 -2.5773
0.6562 0.28 2140 0.6285 -0.8648 -1.1125 0.6465 0.2478 -412.3636 -419.2277 -2.5994 -2.5827
0.5989 0.28 2150 0.6281 -0.8920 -1.1425 0.6475 0.2505 -415.3588 -421.9513 -2.5980 -2.5814
0.6232 0.28 2160 0.6284 -0.9406 -1.1958 0.6460 0.2552 -420.6875 -426.8111 -2.5974 -2.5812
0.6596 0.28 2170 0.6278 -0.9201 -1.1694 0.6465 0.2493 -418.0499 -424.7549 -2.5999 -2.5843
0.5964 0.29 2180 0.6268 -0.8547 -1.0934 0.6515 0.2387 -410.4538 -418.2219 -2.6082 -2.5931
0.5492 0.29 2190 0.6265 -0.8444 -1.0852 0.6515 0.2408 -409.6349 -417.1944 -2.6069 -2.5917
0.6317 0.29 2200 0.6260 -0.8036 -1.0426 0.6520 0.2390 -405.3683 -413.1067 -2.6051 -2.5893
0.6286 0.29 2210 0.6260 -0.8071 -1.0510 0.6445 0.2439 -406.2112 -413.4576 -2.5994 -2.5829
0.6342 0.29 2220 0.6260 -0.8266 -1.0738 0.6465 0.2471 -408.4855 -415.4107 -2.5996 -2.5829
0.6217 0.29 2230 0.6261 -0.8837 -1.1394 0.6465 0.2557 -415.0464 -421.1188 -2.5963 -2.5795
0.5913 0.29 2240 0.6272 -0.9178 -1.1822 0.6430 0.2644 -419.3282 -424.5318 -2.5881 -2.5709
0.6624 0.29 2250 0.6280 -0.9283 -1.1962 0.6420 0.2679 -420.7293 -425.5768 -2.5880 -2.5705
0.6178 0.3 2260 0.6282 -0.8820 -1.1434 0.6410 0.2614 -415.4528 -420.9500 -2.5934 -2.5759
0.6685 0.3 2270 0.6269 -0.8848 -1.1448 0.6455 0.2600 -415.5908 -421.2300 -2.6020 -2.5852
0.6301 0.3 2280 0.6263 -0.8919 -1.1514 0.6475 0.2595 -416.2523 -421.9367 -2.6086 -2.5923
0.6861 0.3 2290 0.6259 -0.9077 -1.1691 0.6495 0.2615 -418.0213 -423.5156 -2.6069 -2.5906
0.6088 0.3 2300 0.6266 -0.9163 -1.1805 0.6460 0.2643 -419.1643 -424.3768 -2.5942 -2.5775
0.6074 0.3 2310 0.6268 -0.8724 -1.1313 0.6400 0.2589 -414.2422 -419.9903 -2.5912 -2.5742
0.5575 0.3 2320 0.6284 -0.9361 -1.2070 0.6435 0.2709 -421.8108 -426.3576 -2.5855 -2.5676
0.5775 0.3 2330 0.6299 -1.0124 -1.2958 0.6420 0.2834 -430.6888 -433.9893 -2.5848 -2.5665
0.5663 0.31 2340 0.6300 -1.0415 -1.3312 0.6415 0.2896 -434.2276 -436.9039 -2.5871 -2.5689
0.5976 0.31 2350 0.6304 -1.0252 -1.3144 0.6395 0.2893 -432.5544 -435.2654 -2.5829 -2.5647
0.6032 0.31 2360 0.6298 -1.0167 -1.3058 0.6395 0.2891 -431.6937 -434.4194 -2.5829 -2.5649
0.6569 0.31 2370 0.6289 -0.9922 -1.2770 0.6410 0.2848 -428.8085 -431.9676 -2.5831 -2.5654
0.6557 0.31 2380 0.6288 -1.0161 -1.3029 0.6410 0.2868 -431.3999 -434.3564 -2.5849 -2.5677
0.593 0.31 2390 0.6294 -1.0361 -1.3256 0.6415 0.2894 -433.6670 -436.3635 -2.5798 -2.5628
0.5738 0.31 2400 0.6283 -0.9909 -1.2721 0.6395 0.2812 -428.3227 -431.8421 -2.5818 -2.5653
0.6016 0.32 2410 0.6278 -0.9433 -1.2179 0.6380 0.2746 -422.9002 -427.0763 -2.5861 -2.5696
0.5889 0.32 2420 0.6304 -0.9423 -1.2183 0.6345 0.2759 -422.9380 -426.9832 -2.5738 -2.5568
0.6591 0.32 2430 0.6299 -0.9346 -1.2097 0.6325 0.2751 -422.0822 -426.2091 -2.5687 -2.5523
0.5945 0.32 2440 0.6298 -0.8958 -1.1637 0.6350 0.2679 -417.4772 -422.3305 -2.5713 -2.5549
0.6374 0.32 2450 0.6289 -0.8744 -1.1411 0.6365 0.2667 -415.2203 -420.1926 -2.5727 -2.5563
0.5373 0.32 2460 0.6304 -0.8982 -1.1686 0.6325 0.2704 -417.9743 -422.5689 -2.5652 -2.5485
0.5907 0.32 2470 0.6326 -0.9999 -1.2865 0.6310 0.2867 -429.7646 -432.7390 -2.5503 -2.5329
0.611 0.32 2480 0.6332 -1.0077 -1.2965 0.6340 0.2888 -430.7619 -433.5213 -2.5407 -2.5233
0.6033 0.33 2490 0.6321 -0.9828 -1.2667 0.6365 0.2839 -427.7772 -431.0261 -2.5417 -2.5246
0.6122 0.33 2500 0.6308 -0.9669 -1.2466 0.6365 0.2797 -425.7724 -429.4399 -2.5516 -2.5352
0.6077 0.33 2510 0.6286 -0.9640 -1.2432 0.6405 0.2791 -425.4290 -429.1539 -2.5640 -2.5483
0.6255 0.33 2520 0.6296 -1.0321 -1.3234 0.6390 0.2913 -433.4538 -435.9596 -2.5582 -2.5429
0.6172 0.33 2530 0.6300 -1.0458 -1.3408 0.6410 0.2950 -435.1912 -437.3290 -2.5550 -2.5393
0.6536 0.33 2540 0.6278 -0.9740 -1.2585 0.6435 0.2846 -426.9625 -430.1458 -2.5626 -2.5464
0.6565 0.33 2550 0.6263 -0.8894 -1.1583 0.6400 0.2689 -416.9401 -421.6891 -2.5767 -2.5606
0.6676 0.33 2560 0.6265 -0.7948 -1.0474 0.6440 0.2526 -405.8482 -412.2315 -2.5837 -2.5675
0.6483 0.34 2570 0.6275 -0.7013 -0.9355 0.6490 0.2342 -394.6591 -402.8755 -2.5958 -2.5800
0.6541 0.34 2580 0.6273 -0.6840 -0.9158 0.6495 0.2318 -392.6910 -401.1508 -2.6069 -2.5906
0.6052 0.34 2590 0.6277 -0.7188 -0.9566 0.6505 0.2378 -396.7696 -404.6281 -2.6081 -2.5914
0.6153 0.34 2600 0.6282 -0.7864 -1.0365 0.6395 0.2501 -404.7595 -411.3907 -2.6071 -2.5894
0.616 0.34 2610 0.6287 -0.8500 -1.1083 0.6380 0.2583 -411.9449 -417.7501 -2.6081 -2.5905
0.5428 0.34 2620 0.6287 -0.9487 -1.2222 0.6365 0.2736 -423.3333 -427.6159 -2.6181 -2.6005
0.5982 0.34 2630 0.6308 -1.0299 -1.3177 0.6385 0.2878 -432.8792 -435.7413 -2.6165 -2.5989
0.609 0.35 2640 0.6294 -0.9973 -1.2819 0.6360 0.2847 -429.3039 -432.4779 -2.6236 -2.6060
0.5885 0.35 2650 0.6293 -0.9876 -1.2707 0.6350 0.2831 -428.1784 -431.5092 -2.6261 -2.6082
0.6198 0.35 2660 0.6307 -0.9949 -1.2792 0.6355 0.2843 -429.0344 -432.2407 -2.6180 -2.5988
0.6223 0.35 2670 0.6331 -1.0108 -1.2990 0.6340 0.2881 -431.0054 -433.8322 -2.6062 -2.5861
0.6479 0.35 2680 0.6315 -1.0010 -1.2894 0.6365 0.2884 -430.0517 -432.8544 -2.6071 -2.5871
0.5703 0.35 2690 0.6307 -1.0420 -1.3373 0.6365 0.2953 -434.8387 -436.9498 -2.6051 -2.5856
0.6217 0.35 2700 0.6307 -1.0655 -1.3643 0.6335 0.2989 -437.5450 -439.2961 -2.6074 -2.5881
0.6502 0.35 2710 0.6275 -0.9870 -1.2725 0.6350 0.2855 -428.3634 -431.4541 -2.6215 -2.6021
0.6013 0.36 2720 0.6255 -0.9180 -1.1917 0.6380 0.2737 -420.2796 -424.5511 -2.6357 -2.6167
0.643 0.36 2730 0.6250 -0.9205 -1.1955 0.6400 0.2749 -420.6579 -424.8026 -2.6373 -2.6182
0.6072 0.36 2740 0.6246 -0.9305 -1.2071 0.6410 0.2766 -421.8180 -425.8010 -2.6340 -2.6148
0.6327 0.36 2750 0.6255 -0.9322 -1.2088 0.6385 0.2766 -421.9896 -425.9725 -2.6241 -2.6044
0.5996 0.36 2760 0.6251 -0.8971 -1.1675 0.6410 0.2704 -417.8635 -422.4580 -2.6229 -2.6033
0.7056 0.36 2770 0.6238 -0.8368 -1.0969 0.6410 0.2601 -410.8011 -416.4323 -2.6285 -2.6097
0.606 0.36 2780 0.6237 -0.8490 -1.1129 0.6400 0.2639 -412.4020 -417.6534 -2.6183 -2.5995
0.5751 0.37 2790 0.6247 -0.8342 -1.0972 0.6455 0.2630 -410.8312 -416.1697 -2.6151 -2.5960
0.6504 0.37 2800 0.6250 -0.8142 -1.0753 0.6425 0.2612 -408.6443 -414.1668 -2.6188 -2.5991
0.5513 0.37 2810 0.6251 -0.8915 -1.1658 0.6475 0.2743 -417.6894 -421.8967 -2.6137 -2.5935
0.5198 0.37 2820 0.6288 -1.0581 -1.3604 0.6365 0.3024 -437.1532 -438.5566 -2.5996 -2.5784
0.5981 0.37 2830 0.6319 -1.1625 -1.4817 0.6355 0.3191 -449.2752 -449.0024 -2.5958 -2.5738
0.6637 0.37 2840 0.6316 -1.1947 -1.5196 0.6335 0.3249 -453.0709 -452.2231 -2.5948 -2.5727
0.6351 0.37 2850 0.6327 -1.1942 -1.5206 0.6350 0.3265 -453.1729 -452.1654 -2.5927 -2.5702
0.6009 0.37 2860 0.6324 -1.1937 -1.5215 0.6370 0.3277 -453.2584 -452.1236 -2.6020 -2.5798
0.6586 0.38 2870 0.6291 -1.1207 -1.4380 0.6420 0.3173 -444.9077 -444.8151 -2.6147 -2.5923
0.5718 0.38 2880 0.6276 -1.0123 -1.3148 0.6430 0.3025 -432.5858 -433.9771 -2.6220 -2.5997
0.6098 0.38 2890 0.6266 -0.9581 -1.2546 0.6465 0.2966 -426.5735 -428.5566 -2.6148 -2.5929
0.6727 0.38 2900 0.6264 -0.9209 -1.2142 0.6495 0.2933 -422.5286 -424.8429 -2.6086 -2.5872
0.6066 0.38 2910 0.6250 -0.8989 -1.1895 0.6490 0.2906 -420.0552 -422.6353 -2.6062 -2.5857
0.6094 0.38 2920 0.6240 -0.8737 -1.1607 0.6480 0.2869 -417.1783 -420.1236 -2.6009 -2.5808
0.5938 0.38 2930 0.6239 -0.8604 -1.1456 0.6480 0.2852 -415.6716 -418.7934 -2.5991 -2.5792
0.6039 0.38 2940 0.6244 -0.9125 -1.2053 0.6470 0.2928 -421.6431 -424.0008 -2.5930 -2.5733
0.5952 0.39 2950 0.6246 -0.9209 -1.2148 0.6445 0.2939 -422.5884 -424.8386 -2.5878 -2.5684
0.6394 0.39 2960 0.6238 -0.9098 -1.2006 0.6475 0.2908 -421.1725 -423.7320 -2.5848 -2.5659
0.509 0.39 2970 0.6250 -0.9394 -1.2352 0.6490 0.2958 -424.6266 -426.6901 -2.5797 -2.5607
0.6274 0.39 2980 0.6261 -0.9802 -1.2836 0.6495 0.3034 -429.4747 -430.7714 -2.5700 -2.5506
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0.6322 0.39 3000 0.6249 -1.0075 -1.3160 0.6505 0.3085 -432.7070 -433.4970 -2.5640 -2.5444
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0.5767 0.99 7580 0.6001 -1.4825 -1.9234 0.6760 0.4409 -493.4526 -480.9988 -2.2432 -2.2352
0.7282 0.99 7590 0.6002 -1.4823 -1.9229 0.6750 0.4406 -493.4012 -480.9802 -2.2429 -2.2350
0.6687 0.99 7600 0.6001 -1.4835 -1.9246 0.6755 0.4411 -493.5691 -481.1004 -2.2425 -2.2346
0.5566 1.0 7610 0.6003 -1.4834 -1.9240 0.6735 0.4406 -493.5092 -481.0875 -2.2429 -2.2350
0.5543 1.0 7620 0.6000 -1.4825 -1.9237 0.6730 0.4412 -493.4799 -481.0030 -2.2429 -2.2350
0.5888 1.0 7630 0.6003 -1.4823 -1.9229 0.6745 0.4406 -493.3998 -480.9838 -2.2430 -2.2350
0.5937 1.0 7640 0.5999 -1.4826 -1.9237 0.6735 0.4412 -493.4848 -481.0051 -2.2428 -2.2347

Framework versions

  • PEFT 0.7.1
  • Transformers 4.36.2
  • Pytorch 2.1.2
  • Datasets 2.14.6
  • Tokenizers 0.15.0