zephyr-7b-dpo-lora-pubmedqa
This model is a fine-tuned version of EllieS/zephyr-7b-sft-qlora on the EllieS/pubmedqa_dpo_data dataset. It achieves the following results on the evaluation set:
- Loss: 0.0603
- Rewards/chosen: 0.3150
- Rewards/rejected: -2.4832
- Rewards/accuracies: 1.0
- Rewards/margins: 2.7982
- Logps/rejected: -284.3339
- Logps/chosen: -0.1594
- Logits/rejected: -3.0974
- Logits/chosen: -3.0713
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: 4
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 2
- 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.6917 | 0.0 | 100 | 0.6905 | -0.0001 | -0.0055 | 1.0 | 0.0054 | -36.5632 | -31.6725 | -2.8964 | -2.8908 |
| 0.6767 | 0.01 | 200 | 0.6758 | 0.0015 | -0.0337 | 0.8000 | 0.0352 | -39.3843 | -31.5100 | -2.8965 | -2.8896 |
| 0.6195 | 0.01 | 300 | 0.6289 | 0.0879 | -0.0489 | 0.8000 | 0.1368 | -40.9016 | -22.8663 | -2.8974 | -2.8895 |
| 0.5265 | 0.02 | 400 | 0.5498 | 0.1648 | -0.1775 | 0.8000 | 0.3423 | -53.7617 | -15.1788 | -2.8898 | -2.8791 |
| 0.4265 | 0.02 | 500 | 0.4915 | 0.1800 | -0.3847 | 0.8000 | 0.5647 | -74.4904 | -13.6600 | -2.8837 | -2.8704 |
| 0.3822 | 0.02 | 600 | 0.4624 | 0.1435 | -0.5997 | 0.8000 | 0.7433 | -95.9890 | -17.3068 | -2.8766 | -2.8639 |
| 0.3164 | 0.03 | 700 | 0.4349 | 0.1388 | -0.7367 | 0.8000 | 0.8755 | -109.6869 | -17.7766 | -2.8752 | -2.8643 |
| 0.2646 | 0.03 | 800 | 0.4327 | 0.1176 | -0.8370 | 0.8000 | 0.9546 | -119.7166 | -19.9026 | -2.8746 | -2.8661 |
| 0.2358 | 0.04 | 900 | 0.4248 | 0.1070 | -0.9301 | 0.8000 | 1.0371 | -129.0235 | -20.9559 | -2.8792 | -2.8718 |
| 0.2427 | 0.04 | 1000 | 0.4057 | 0.1150 | -1.0071 | 0.8000 | 1.1221 | -136.7261 | -20.1632 | -2.8785 | -2.8730 |
| 0.2167 | 0.04 | 1100 | 0.3903 | 0.1183 | -1.0874 | 0.8000 | 1.2057 | -144.7528 | -19.8280 | -2.8804 | -2.8753 |
| 0.1888 | 0.05 | 1200 | 0.3909 | 0.1086 | -1.1508 | 0.8000 | 1.2593 | -151.0921 | -20.8049 | -2.8784 | -2.8719 |
| 0.17 | 0.05 | 1300 | 0.4013 | 0.0826 | -1.2194 | 0.8000 | 1.3020 | -157.9523 | -23.4004 | -2.8826 | -2.8756 |
| 0.139 | 0.06 | 1400 | 0.3722 | 0.1104 | -1.2731 | 0.8000 | 1.3834 | -163.3211 | -20.6215 | -2.8859 | -2.8795 |
| 0.1525 | 0.06 | 1500 | 0.3450 | 0.1389 | -1.3306 | 0.8000 | 1.4695 | -169.0768 | -17.7689 | -2.8962 | -2.8891 |
| 0.1622 | 0.06 | 1600 | 0.3556 | 0.1096 | -1.3911 | 0.8000 | 1.5007 | -175.1273 | -20.7011 | -2.9043 | -2.8991 |
| 0.1242 | 0.07 | 1700 | 0.3780 | 0.0727 | -1.4364 | 0.8000 | 1.5091 | -179.6512 | -24.3892 | -2.9111 | -2.9064 |
| 0.1232 | 0.07 | 1800 | 0.3637 | 0.0774 | -1.4857 | 0.8000 | 1.5631 | -184.5862 | -23.9169 | -2.9201 | -2.9152 |
| 0.1141 | 0.08 | 1900 | 0.3232 | 0.1026 | -1.5624 | 0.8000 | 1.6651 | -192.2589 | -21.3979 | -2.9257 | -2.9200 |
| 0.1525 | 0.08 | 2000 | 0.3077 | 0.0918 | -1.6428 | 0.8000 | 1.7346 | -200.2968 | -22.4783 | -2.9355 | -2.9305 |
| 0.1236 | 0.08 | 2100 | 0.4024 | 0.0066 | -1.6566 | 0.8000 | 1.6632 | -201.6738 | -31.0022 | -2.9432 | -2.9440 |
| 0.1467 | 0.09 | 2200 | 0.3299 | 0.0719 | -1.7345 | 0.8000 | 1.8064 | -209.4659 | -24.4665 | -2.9485 | -2.9427 |
| 0.1314 | 0.09 | 2300 | 0.3409 | 0.0424 | -1.8004 | 0.8000 | 1.8428 | -216.0566 | -27.4246 | -2.9606 | -2.9549 |
| 0.0827 | 0.1 | 2400 | 0.3526 | 0.0279 | -1.8371 | 0.8000 | 1.8651 | -219.7282 | -28.8650 | -2.9690 | -2.9643 |
| 0.132 | 0.1 | 2500 | 0.2030 | 0.1635 | -1.9493 | 0.8000 | 2.1128 | -230.9491 | -15.3147 | -2.9840 | -2.9775 |
| 0.0851 | 0.1 | 2600 | 0.1688 | 0.2903 | -1.9136 | 1.0 | 2.2039 | -227.3723 | -2.6290 | -2.9917 | -2.9828 |
| 0.1549 | 0.11 | 2700 | 0.1753 | 0.2794 | -1.9249 | 1.0 | 2.2043 | -228.5043 | -3.7234 | -2.9974 | -2.9883 |
| 0.0822 | 0.11 | 2800 | 0.2224 | 0.1933 | -1.9332 | 0.8000 | 2.1265 | -229.3374 | -12.3327 | -3.0048 | -2.9948 |
| 0.0862 | 0.12 | 2900 | 0.2089 | 0.2191 | -1.9430 | 0.8000 | 2.1621 | -230.3155 | -9.7481 | -3.0075 | -2.9997 |
| 0.0702 | 0.12 | 3000 | 0.2735 | 0.1033 | -1.9629 | 0.8000 | 2.0662 | -232.3102 | -21.3305 | -3.0130 | -3.0048 |
| 0.0865 | 0.12 | 3100 | 0.0754 | 0.3161 | -2.2881 | 1.0 | 2.6042 | -264.8222 | -0.0494 | -3.0220 | -3.0058 |
| 0.0763 | 0.13 | 3200 | 0.0745 | 0.3162 | -2.2987 | 1.0 | 2.6149 | -265.8853 | -0.0435 | -3.0279 | -3.0137 |
| 0.11 | 0.13 | 3300 | 0.1464 | 0.3107 | -2.0080 | 1.0 | 2.3186 | -236.8128 | -0.5936 | -3.0307 | -3.0167 |
| 0.1114 | 0.14 | 3400 | 0.1534 | 0.2652 | -2.0338 | 1.0 | 2.2989 | -239.3922 | -5.1433 | -3.0296 | -3.0148 |
| 0.0934 | 0.14 | 3500 | 0.1702 | 0.2508 | -2.0232 | 1.0 | 2.2741 | -238.3399 | -6.5776 | -3.0312 | -3.0213 |
| 0.063 | 0.14 | 3600 | 0.0717 | 0.3162 | -2.3330 | 1.0 | 2.6492 | -269.3163 | -0.0426 | -3.0421 | -3.0220 |
| 0.0673 | 0.15 | 3700 | 0.1843 | 0.2409 | -2.0103 | 1.0 | 2.2512 | -237.0486 | -7.5727 | -3.0412 | -3.0296 |
| 0.1292 | 0.15 | 3800 | 0.0723 | 0.3161 | -2.3246 | 1.0 | 2.6407 | -268.4736 | -0.0498 | -3.0497 | -3.0278 |
| 0.0683 | 0.16 | 3900 | 0.0699 | 0.3161 | -2.3559 | 1.0 | 2.6720 | -271.6014 | -0.0451 | -3.0506 | -3.0321 |
| 0.1472 | 0.16 | 4000 | 0.0697 | 0.3161 | -2.3568 | 1.0 | 2.6729 | -271.6938 | -0.0454 | -3.0525 | -3.0307 |
| 0.104 | 0.16 | 4100 | 0.0977 | 0.1714 | -2.3361 | 1.0 | 2.5074 | -269.6208 | -14.5249 | -3.0556 | -3.0361 |
| 0.103 | 0.17 | 4200 | 0.0802 | 0.3159 | -2.2830 | 1.0 | 2.5990 | -264.3194 | -0.0656 | -3.0572 | -3.0348 |
| 0.0939 | 0.17 | 4300 | 0.0705 | 0.3161 | -2.3567 | 1.0 | 2.6728 | -271.6851 | -0.0492 | -3.0577 | -3.0352 |
| 0.1012 | 0.18 | 4400 | 0.0687 | 0.3161 | -2.3729 | 1.0 | 2.6889 | -273.3021 | -0.0526 | -3.0618 | -3.0388 |
| 0.0928 | 0.18 | 4500 | 0.0678 | 0.3159 | -2.3822 | 1.0 | 2.6981 | -274.2347 | -0.0664 | -3.0640 | -3.0422 |
| 0.092 | 0.18 | 4600 | 0.0681 | 0.3161 | -2.3780 | 1.0 | 2.6941 | -273.8116 | -0.0472 | -3.0627 | -3.0396 |
| 0.0966 | 0.19 | 4700 | 0.0685 | 0.3159 | -2.3792 | 1.0 | 2.6952 | -273.9405 | -0.0664 | -3.0634 | -3.0394 |
| 0.0605 | 0.19 | 4800 | 0.0679 | 0.3130 | -2.3880 | 1.0 | 2.7011 | -274.8187 | -0.3556 | -3.0658 | -3.0441 |
| 0.1031 | 0.2 | 4900 | 0.0748 | 0.2545 | -2.3915 | 1.0 | 2.6460 | -275.1633 | -6.2069 | -3.0700 | -3.0534 |
| 0.093 | 0.2 | 5000 | 0.0670 | 0.3159 | -2.3964 | 1.0 | 2.7123 | -275.6591 | -0.0692 | -3.0697 | -3.0463 |
| 0.1176 | 0.2 | 5100 | 0.0728 | 0.2609 | -2.3988 | 1.0 | 2.6597 | -275.8960 | -5.5717 | -3.0660 | -3.0456 |
| 0.1232 | 0.21 | 5200 | 0.0659 | 0.3157 | -2.4090 | 1.0 | 2.7246 | -276.9131 | -0.0931 | -3.0683 | -3.0432 |
| 0.1606 | 0.21 | 5300 | 0.0654 | 0.3158 | -2.4143 | 1.0 | 2.7300 | -277.4427 | -0.0841 | -3.0748 | -3.0497 |
| 0.0604 | 0.22 | 5400 | 0.0655 | 0.3159 | -2.4142 | 1.0 | 2.7301 | -277.4360 | -0.0707 | -3.0763 | -3.0505 |
| 0.0966 | 0.22 | 5500 | 0.0653 | 0.3158 | -2.4151 | 1.0 | 2.7308 | -277.5210 | -0.0842 | -3.0783 | -3.0537 |
| 0.0609 | 0.22 | 5600 | 0.0662 | 0.3159 | -2.4082 | 1.0 | 2.7241 | -276.8354 | -0.0684 | -3.0757 | -3.0549 |
| 0.0583 | 0.23 | 5700 | 0.0661 | 0.3157 | -2.4106 | 1.0 | 2.7263 | -277.0789 | -0.0922 | -3.0779 | -3.0542 |
| 0.0721 | 0.23 | 5800 | 0.0648 | 0.3157 | -2.4224 | 1.0 | 2.7381 | -278.2588 | -0.0944 | -3.0766 | -3.0521 |
| 0.0935 | 0.24 | 5900 | 0.0649 | 0.3158 | -2.4218 | 1.0 | 2.7376 | -278.1963 | -0.0777 | -3.0794 | -3.0554 |
| 0.1559 | 0.24 | 6000 | 0.0648 | 0.3158 | -2.4243 | 1.0 | 2.7401 | -278.4456 | -0.0830 | -3.0778 | -3.0567 |
| 0.0973 | 0.24 | 6100 | 0.0645 | 0.3159 | -2.4224 | 1.0 | 2.7384 | -278.2578 | -0.0666 | -3.0870 | -3.0614 |
| 0.1298 | 0.25 | 6200 | 0.0640 | 0.3155 | -2.4313 | 1.0 | 2.7469 | -279.1472 | -0.1059 | -3.0851 | -3.0611 |
| 0.1037 | 0.25 | 6300 | 0.0648 | 0.3153 | -2.4239 | 1.0 | 2.7393 | -278.4086 | -0.1257 | -3.0885 | -3.0585 |
| 0.0939 | 0.26 | 6400 | 0.0633 | 0.3154 | -2.4417 | 1.0 | 2.7571 | -280.1844 | -0.1197 | -3.0841 | -3.0594 |
| 0.0588 | 0.26 | 6500 | 0.0635 | 0.3152 | -2.4399 | 1.0 | 2.7551 | -280.0093 | -0.1416 | -3.0841 | -3.0580 |
| 0.1025 | 0.26 | 6600 | 0.0637 | 0.3143 | -2.4371 | 1.0 | 2.7514 | -279.7303 | -0.2316 | -3.0867 | -3.0576 |
| 0.0583 | 0.27 | 6700 | 0.0636 | 0.3155 | -2.4383 | 1.0 | 2.7538 | -279.8492 | -0.1092 | -3.0834 | -3.0596 |
| 0.0882 | 0.27 | 6800 | 0.0630 | 0.3154 | -2.4476 | 1.0 | 2.7631 | -280.7805 | -0.1187 | -3.0858 | -3.0619 |
| 0.0744 | 0.28 | 6900 | 0.0637 | 0.3152 | -2.4389 | 1.0 | 2.7541 | -279.9033 | -0.1358 | -3.0874 | -3.0588 |
| 0.0555 | 0.28 | 7000 | 0.0632 | 0.3153 | -2.4449 | 1.0 | 2.7603 | -280.5067 | -0.1259 | -3.0870 | -3.0640 |
| 0.0745 | 0.28 | 7100 | 0.0644 | 0.3148 | -2.4314 | 1.0 | 2.7463 | -279.1595 | -0.1782 | -3.0864 | -3.0591 |
| 0.112 | 0.29 | 7200 | 0.0634 | 0.3152 | -2.4435 | 1.0 | 2.7587 | -280.3658 | -0.1356 | -3.0870 | -3.0601 |
| 0.0566 | 0.29 | 7300 | 0.0630 | 0.3154 | -2.4478 | 1.0 | 2.7632 | -280.7963 | -0.1159 | -3.0888 | -3.0650 |
| 0.0632 | 0.3 | 7400 | 0.0632 | 0.3150 | -2.4466 | 1.0 | 2.7616 | -280.6743 | -0.1563 | -3.0852 | -3.0647 |
| 0.1134 | 0.3 | 7500 | 0.0626 | 0.3151 | -2.4519 | 1.0 | 2.7670 | -281.2076 | -0.1470 | -3.0885 | -3.0592 |
| 0.0802 | 0.3 | 7600 | 0.0626 | 0.3153 | -2.4532 | 1.0 | 2.7685 | -281.3376 | -0.1320 | -3.0896 | -3.0624 |
| 0.0577 | 0.31 | 7700 | 0.1374 | 0.3151 | -2.0953 | 1.0 | 2.4105 | -245.5485 | -0.1450 | -3.0868 | -3.0604 |
| 0.1363 | 0.31 | 7800 | 0.0626 | 0.3150 | -2.4535 | 1.0 | 2.7685 | -281.3674 | -0.1637 | -3.0920 | -3.0651 |
| 0.1268 | 0.32 | 7900 | 0.0621 | 0.3151 | -2.4577 | 1.0 | 2.7727 | -281.7813 | -0.1512 | -3.0910 | -3.0626 |
| 0.0593 | 0.32 | 8000 | 0.0618 | 0.3153 | -2.4621 | 1.0 | 2.7774 | -282.2267 | -0.1342 | -3.0912 | -3.0626 |
| 0.1578 | 0.32 | 8100 | 0.0621 | 0.3154 | -2.4563 | 1.0 | 2.7717 | -281.6464 | -0.1229 | -3.0946 | -3.0659 |
| 0.1307 | 0.33 | 8200 | 0.0620 | 0.3153 | -2.4588 | 1.0 | 2.7741 | -281.8946 | -0.1311 | -3.0971 | -3.0699 |
| 0.0743 | 0.33 | 8300 | 0.0613 | 0.3152 | -2.4694 | 1.0 | 2.7846 | -282.9548 | -0.1430 | -3.0962 | -3.0691 |
| 0.0892 | 0.34 | 8400 | 0.0614 | 0.3152 | -2.4670 | 1.0 | 2.7822 | -282.7147 | -0.1406 | -3.0969 | -3.0686 |
| 0.091 | 0.34 | 8500 | 0.0625 | 0.3151 | -2.4544 | 1.0 | 2.7696 | -281.4597 | -0.1490 | -3.1052 | -3.0734 |
| 0.1245 | 0.34 | 8600 | 0.0618 | 0.3153 | -2.4570 | 1.0 | 2.7723 | -281.7121 | -0.1273 | -3.1034 | -3.0742 |
| 0.1212 | 0.35 | 8700 | 0.0609 | 0.3151 | -2.4725 | 1.0 | 2.7876 | -283.2621 | -0.1509 | -3.1016 | -3.0750 |
| 0.062 | 0.35 | 8800 | 0.0609 | 0.3148 | -2.4739 | 1.0 | 2.7887 | -283.4044 | -0.1800 | -3.1021 | -3.0740 |
| 0.1407 | 0.36 | 8900 | 0.0609 | 0.3151 | -2.4735 | 1.0 | 2.7886 | -283.3669 | -0.1549 | -3.1023 | -3.0728 |
| 0.0594 | 0.36 | 9000 | 0.0605 | 0.3150 | -2.4794 | 1.0 | 2.7944 | -283.9577 | -0.1585 | -3.1003 | -3.0703 |
| 0.065 | 0.36 | 9100 | 0.0604 | 0.3153 | -2.4803 | 1.0 | 2.7956 | -284.0407 | -0.1291 | -3.1035 | -3.0733 |
| 0.0942 | 0.37 | 9200 | 0.0605 | 0.3152 | -2.4780 | 1.0 | 2.7932 | -283.8191 | -0.1447 | -3.1043 | -3.0751 |
| 0.0863 | 0.37 | 9300 | 0.0608 | 0.3152 | -2.4752 | 1.0 | 2.7904 | -283.5404 | -0.1411 | -3.1016 | -3.0714 |
| 0.084 | 0.38 | 9400 | 0.0606 | 0.3153 | -2.4782 | 1.0 | 2.7934 | -283.8343 | -0.1349 | -3.1007 | -3.0726 |
| 0.1181 | 0.38 | 9500 | 0.0605 | 0.3150 | -2.4798 | 1.0 | 2.7948 | -283.9931 | -0.1562 | -3.1032 | -3.0748 |
| 0.1231 | 0.38 | 9600 | 0.0603 | 0.3148 | -2.4829 | 1.0 | 2.7977 | -284.3057 | -0.1813 | -3.1009 | -3.0725 |
| 0.1187 | 0.39 | 9700 | 0.0603 | 0.3151 | -2.4813 | 1.0 | 2.7964 | -284.1463 | -0.1474 | -3.1023 | -3.0728 |
| 0.1663 | 0.39 | 9800 | 0.0604 | 0.3149 | -2.4799 | 1.0 | 2.7948 | -284.0080 | -0.1717 | -3.1038 | -3.0729 |
| 0.082 | 0.4 | 9900 | 0.0603 | 0.3150 | -2.4808 | 1.0 | 2.7958 | -284.0976 | -0.1608 | -3.1028 | -3.0724 |
| 0.0561 | 0.4 | 10000 | 0.0601 | 0.3150 | -2.4849 | 1.0 | 2.7999 | -284.5103 | -0.1611 | -3.1023 | -3.0735 |
| 0.1215 | 0.4 | 10100 | 0.0602 | 0.3149 | -2.4835 | 1.0 | 2.7983 | -284.3610 | -0.1741 | -3.1025 | -3.0729 |
| 0.0617 | 0.41 | 10200 | 0.0600 | 0.3152 | -2.4852 | 1.0 | 2.8004 | -284.5347 | -0.1360 | -3.1022 | -3.0739 |
| 0.0834 | 0.41 | 10300 | 0.0599 | 0.3152 | -2.4869 | 1.0 | 2.8021 | -284.7045 | -0.1425 | -3.1017 | -3.0739 |
| 0.0931 | 0.42 | 10400 | 0.0604 | 0.3149 | -2.4814 | 1.0 | 2.7963 | -284.1569 | -0.1700 | -3.1008 | -3.0727 |
| 0.0576 | 0.42 | 10500 | 0.0600 | 0.3152 | -2.4850 | 1.0 | 2.8002 | -284.5181 | -0.1442 | -3.0986 | -3.0707 |
| 0.0882 | 0.42 | 10600 | 0.0606 | 0.3146 | -2.4799 | 1.0 | 2.7946 | -284.0095 | -0.1975 | -3.0995 | -3.0712 |
| 0.0893 | 0.43 | 10700 | 0.0599 | 0.3149 | -2.4865 | 1.0 | 2.8014 | -284.6656 | -0.1668 | -3.1019 | -3.0728 |
| 0.0551 | 0.43 | 10800 | 0.0597 | 0.3145 | -2.4914 | 1.0 | 2.8059 | -285.1605 | -0.2109 | -3.1032 | -3.0748 |
| 0.0875 | 0.44 | 10900 | 0.0598 | 0.3148 | -2.4889 | 1.0 | 2.8037 | -284.9028 | -0.1783 | -3.1026 | -3.0747 |
| 0.0902 | 0.44 | 11000 | 0.0597 | 0.3150 | -2.4892 | 1.0 | 2.8042 | -284.9340 | -0.1595 | -3.1028 | -3.0734 |
| 0.0619 | 0.44 | 11100 | 0.0600 | 0.3153 | -2.4867 | 1.0 | 2.8019 | -284.6834 | -0.1342 | -3.1034 | -3.0740 |
| 0.1255 | 0.45 | 11200 | 0.0598 | 0.3153 | -2.4891 | 1.0 | 2.8044 | -284.9269 | -0.1275 | -3.1024 | -3.0746 |
| 0.0564 | 0.45 | 11300 | 0.0600 | 0.3155 | -2.4855 | 1.0 | 2.8009 | -284.5616 | -0.1136 | -3.1028 | -3.0736 |
| 0.0554 | 0.46 | 11400 | 0.0599 | 0.3151 | -2.4881 | 1.0 | 2.8032 | -284.8240 | -0.1496 | -3.0997 | -3.0722 |
| 0.0543 | 0.46 | 11500 | 0.0604 | 0.3152 | -2.4811 | 1.0 | 2.7963 | -284.1210 | -0.1361 | -3.1028 | -3.0740 |
| 0.0568 | 0.46 | 11600 | 0.0598 | 0.3147 | -2.4902 | 1.0 | 2.8049 | -285.0388 | -0.1892 | -3.1031 | -3.0762 |
| 0.0562 | 0.47 | 11700 | 0.0602 | 0.3148 | -2.4845 | 1.0 | 2.7993 | -284.4625 | -0.1755 | -3.1001 | -3.0733 |
| 0.056 | 0.47 | 11800 | 0.0600 | 0.3146 | -2.4882 | 1.0 | 2.8028 | -284.8389 | -0.2018 | -3.1000 | -3.0738 |
| 0.0557 | 0.48 | 11900 | 0.0601 | 0.3148 | -2.4855 | 1.0 | 2.8003 | -284.5624 | -0.1753 | -3.0986 | -3.0718 |
| 0.0913 | 0.48 | 12000 | 0.0600 | 0.3151 | -2.4873 | 1.0 | 2.8024 | -284.7490 | -0.1495 | -3.0990 | -3.0730 |
| 0.1144 | 0.48 | 12100 | 0.0602 | 0.3150 | -2.4849 | 1.0 | 2.7999 | -284.5060 | -0.1564 | -3.0945 | -3.0693 |
| 0.0911 | 0.49 | 12200 | 0.0603 | 0.3151 | -2.4833 | 1.0 | 2.7984 | -284.3466 | -0.1472 | -3.0992 | -3.0716 |
| 0.091 | 0.49 | 12300 | 0.0604 | 0.3149 | -2.4833 | 1.0 | 2.7982 | -284.3491 | -0.1747 | -3.0975 | -3.0713 |
| 0.0548 | 0.5 | 12400 | 0.0606 | 0.3143 | -2.4812 | 1.0 | 2.7956 | -284.1383 | -0.2264 | -3.0971 | -3.0704 |
| 0.0622 | 0.5 | 12500 | 0.0604 | 0.3146 | -2.4819 | 1.0 | 2.7964 | -284.2023 | -0.2027 | -3.0979 | -3.0709 |
| 0.056 | 0.5 | 12600 | 0.0601 | 0.3148 | -2.4851 | 1.0 | 2.7999 | -284.5273 | -0.1777 | -3.0984 | -3.0740 |
| 0.1175 | 0.51 | 12700 | 0.0601 | 0.3146 | -2.4868 | 1.0 | 2.8014 | -284.7003 | -0.2008 | -3.0952 | -3.0735 |
| 0.0714 | 0.51 | 12800 | 0.0605 | 0.3152 | -2.4818 | 1.0 | 2.7969 | -284.1913 | -0.1419 | -3.0964 | -3.0714 |
| 0.0572 | 0.52 | 12900 | 0.0600 | 0.3151 | -2.4863 | 1.0 | 2.8014 | -284.6450 | -0.1463 | -3.0980 | -3.0730 |
| 0.09 | 0.52 | 13000 | 0.0601 | 0.3152 | -2.4854 | 1.0 | 2.8006 | -284.5557 | -0.1361 | -3.0992 | -3.0733 |
| 0.055 | 0.52 | 13100 | 0.0601 | 0.3147 | -2.4865 | 1.0 | 2.8012 | -284.6667 | -0.1921 | -3.0975 | -3.0725 |
| 0.0937 | 0.53 | 13200 | 0.0608 | 0.3149 | -2.4763 | 1.0 | 2.7912 | -283.6473 | -0.1729 | -3.0956 | -3.0706 |
| 0.0543 | 0.53 | 13300 | 0.0604 | 0.3148 | -2.4826 | 1.0 | 2.7974 | -284.2760 | -0.1764 | -3.0962 | -3.0705 |
| 0.0549 | 0.54 | 13400 | 0.0601 | 0.3152 | -2.4860 | 1.0 | 2.8012 | -284.6145 | -0.1399 | -3.0965 | -3.0708 |
| 0.057 | 0.54 | 13500 | 0.0604 | 0.3148 | -2.4821 | 1.0 | 2.7969 | -284.2305 | -0.1809 | -3.0939 | -3.0694 |
| 0.2197 | 0.54 | 13600 | 0.0602 | 0.3152 | -2.4842 | 1.0 | 2.7994 | -284.4350 | -0.1356 | -3.0985 | -3.0721 |
| 0.0871 | 0.55 | 13700 | 0.0601 | 0.3151 | -2.4850 | 1.0 | 2.8002 | -284.5201 | -0.1456 | -3.0979 | -3.0717 |
| 0.1127 | 0.55 | 13800 | 0.0608 | 0.3151 | -2.4771 | 1.0 | 2.7922 | -283.7219 | -0.1474 | -3.0968 | -3.0709 |
| 0.0862 | 0.56 | 13900 | 0.0609 | 0.3150 | -2.4758 | 1.0 | 2.7908 | -283.5951 | -0.1580 | -3.0982 | -3.0726 |
| 0.0862 | 0.56 | 14000 | 0.0613 | 0.3149 | -2.4719 | 1.0 | 2.7868 | -283.2067 | -0.1697 | -3.0952 | -3.0701 |
| 0.0904 | 0.56 | 14100 | 0.0611 | 0.3148 | -2.4745 | 1.0 | 2.7893 | -283.4654 | -0.1784 | -3.0964 | -3.0712 |
| 0.0932 | 0.57 | 14200 | 0.0608 | 0.3148 | -2.4784 | 1.0 | 2.7932 | -283.8593 | -0.1848 | -3.0954 | -3.0698 |
| 0.0765 | 0.57 | 14300 | 0.0610 | 0.3146 | -2.4759 | 1.0 | 2.7906 | -283.6089 | -0.1970 | -3.0971 | -3.0715 |
| 0.076 | 0.58 | 14400 | 0.0604 | 0.3148 | -2.4822 | 1.0 | 2.7969 | -284.2308 | -0.1812 | -3.0974 | -3.0716 |
| 0.0553 | 0.58 | 14500 | 0.0608 | 0.3144 | -2.4788 | 1.0 | 2.7932 | -283.8933 | -0.2187 | -3.0962 | -3.0722 |
| 0.0975 | 0.58 | 14600 | 0.0604 | 0.3149 | -2.4825 | 1.0 | 2.7974 | -284.2697 | -0.1702 | -3.0973 | -3.0710 |
| 0.0544 | 0.59 | 14700 | 0.0607 | 0.3148 | -2.4793 | 1.0 | 2.7941 | -283.9458 | -0.1840 | -3.0964 | -3.0708 |
| 0.0545 | 0.59 | 14800 | 0.0605 | 0.3151 | -2.4812 | 1.0 | 2.7963 | -284.1385 | -0.1515 | -3.0972 | -3.0717 |
| 0.0902 | 0.6 | 14900 | 0.0606 | 0.3148 | -2.4812 | 1.0 | 2.7959 | -284.1325 | -0.1829 | -3.0980 | -3.0710 |
| 0.059 | 0.6 | 15000 | 0.0599 | 0.3150 | -2.4877 | 1.0 | 2.8027 | -284.7884 | -0.1639 | -3.0972 | -3.0708 |
| 0.1524 | 0.6 | 15100 | 0.0601 | 0.3147 | -2.4862 | 1.0 | 2.8009 | -284.6385 | -0.1890 | -3.0986 | -3.0718 |
| 0.0558 | 0.61 | 15200 | 0.0605 | 0.3149 | -2.4815 | 1.0 | 2.7964 | -284.1689 | -0.1694 | -3.0972 | -3.0715 |
| 0.0969 | 0.61 | 15300 | 0.0601 | 0.3151 | -2.4861 | 1.0 | 2.8012 | -284.6226 | -0.1482 | -3.0963 | -3.0704 |
| 0.0569 | 0.62 | 15400 | 0.0600 | 0.3151 | -2.4876 | 1.0 | 2.8027 | -284.7789 | -0.1546 | -3.0975 | -3.0719 |
| 0.0935 | 0.62 | 15500 | 0.0603 | 0.3151 | -2.4838 | 1.0 | 2.7989 | -284.3983 | -0.1488 | -3.0961 | -3.0698 |
| 0.0815 | 0.62 | 15600 | 0.0602 | 0.3143 | -2.4861 | 1.0 | 2.8004 | -284.6287 | -0.2292 | -3.0973 | -3.0711 |
| 0.0556 | 0.63 | 15700 | 0.0603 | 0.3148 | -2.4832 | 1.0 | 2.7979 | -284.3312 | -0.1816 | -3.0971 | -3.0709 |
| 0.0559 | 0.63 | 15800 | 0.0607 | 0.3147 | -2.4795 | 1.0 | 2.7942 | -283.9677 | -0.1932 | -3.0964 | -3.0704 |
| 0.0871 | 0.64 | 15900 | 0.0606 | 0.3148 | -2.4804 | 1.0 | 2.7952 | -284.0538 | -0.1793 | -3.0967 | -3.0718 |
| 0.0551 | 0.64 | 16000 | 0.0607 | 0.3146 | -2.4792 | 1.0 | 2.7938 | -283.9374 | -0.2004 | -3.0957 | -3.0699 |
| 0.1236 | 0.64 | 16100 | 0.0606 | 0.3149 | -2.4805 | 1.0 | 2.7954 | -284.0651 | -0.1657 | -3.0981 | -3.0712 |
| 0.0768 | 0.65 | 16200 | 0.0605 | 0.3152 | -2.4818 | 1.0 | 2.7969 | -284.1944 | -0.1449 | -3.0964 | -3.0698 |
| 0.0923 | 0.65 | 16300 | 0.0606 | 0.3147 | -2.4809 | 1.0 | 2.7957 | -284.1096 | -0.1852 | -3.0964 | -3.0711 |
| 0.0956 | 0.66 | 16400 | 0.0606 | 0.3150 | -2.4811 | 1.0 | 2.7962 | -284.1297 | -0.1552 | -3.0961 | -3.0700 |
| 0.0552 | 0.66 | 16500 | 0.0605 | 0.3151 | -2.4811 | 1.0 | 2.7962 | -284.1294 | -0.1549 | -3.0966 | -3.0703 |
| 0.0921 | 0.66 | 16600 | 0.0606 | 0.3150 | -2.4792 | 1.0 | 2.7942 | -283.9340 | -0.1596 | -3.0962 | -3.0705 |
| 0.1013 | 0.67 | 16700 | 0.0605 | 0.3150 | -2.4812 | 1.0 | 2.7962 | -284.1385 | -0.1641 | -3.0952 | -3.0693 |
| 0.0583 | 0.67 | 16800 | 0.0607 | 0.3152 | -2.4790 | 1.0 | 2.7942 | -283.9129 | -0.1385 | -3.0957 | -3.0703 |
| 0.0564 | 0.68 | 16900 | 0.0605 | 0.3151 | -2.4816 | 1.0 | 2.7967 | -284.1773 | -0.1529 | -3.0970 | -3.0707 |
| 0.0925 | 0.68 | 17000 | 0.0603 | 0.3149 | -2.4838 | 1.0 | 2.7987 | -284.3918 | -0.1673 | -3.0960 | -3.0705 |
| 0.056 | 0.68 | 17100 | 0.0606 | 0.3151 | -2.4814 | 1.0 | 2.7964 | -284.1519 | -0.1524 | -3.0951 | -3.0697 |
| 0.0923 | 0.69 | 17200 | 0.0605 | 0.3150 | -2.4822 | 1.0 | 2.7972 | -284.2387 | -0.1643 | -3.0958 | -3.0703 |
| 0.0832 | 0.69 | 17300 | 0.0602 | 0.3150 | -2.4859 | 1.0 | 2.8009 | -284.6101 | -0.1606 | -3.0962 | -3.0707 |
| 0.171 | 0.7 | 17400 | 0.0605 | 0.3150 | -2.4817 | 1.0 | 2.7967 | -284.1821 | -0.1576 | -3.0961 | -3.0701 |
| 0.0823 | 0.7 | 17500 | 0.0606 | 0.3149 | -2.4806 | 1.0 | 2.7954 | -284.0712 | -0.1717 | -3.0964 | -3.0699 |
| 0.0707 | 0.7 | 17600 | 0.0608 | 0.3150 | -2.4775 | 1.0 | 2.7924 | -283.7639 | -0.1645 | -3.0964 | -3.0705 |
| 0.0906 | 0.71 | 17700 | 0.0607 | 0.3150 | -2.4787 | 1.0 | 2.7937 | -283.8846 | -0.1602 | -3.0963 | -3.0701 |
| 0.0622 | 0.71 | 17800 | 0.0606 | 0.3148 | -2.4811 | 1.0 | 2.7959 | -284.1299 | -0.1805 | -3.0950 | -3.0692 |
| 0.0548 | 0.72 | 17900 | 0.0603 | 0.3148 | -2.4834 | 1.0 | 2.7982 | -284.3509 | -0.1764 | -3.0954 | -3.0708 |
| 0.0557 | 0.72 | 18000 | 0.0603 | 0.3148 | -2.4839 | 1.0 | 2.7987 | -284.4059 | -0.1814 | -3.0963 | -3.0701 |
| 0.0551 | 0.72 | 18100 | 0.0603 | 0.3147 | -2.4834 | 1.0 | 2.7982 | -284.3599 | -0.1855 | -3.0952 | -3.0702 |
| 0.0688 | 0.73 | 18200 | 0.0603 | 0.3145 | -2.4840 | 1.0 | 2.7984 | -284.4141 | -0.2146 | -3.0954 | -3.0694 |
| 0.0897 | 0.73 | 18300 | 0.0604 | 0.3149 | -2.4823 | 1.0 | 2.7972 | -284.2420 | -0.1675 | -3.0961 | -3.0703 |
| 0.1115 | 0.74 | 18400 | 0.0604 | 0.3147 | -2.4827 | 1.0 | 2.7974 | -284.2878 | -0.1883 | -3.0952 | -3.0703 |
| 0.0914 | 0.74 | 18500 | 0.0603 | 0.3148 | -2.4838 | 1.0 | 2.7987 | -284.4003 | -0.1758 | -3.0967 | -3.0712 |
| 0.092 | 0.74 | 18600 | 0.0604 | 0.3149 | -2.4836 | 1.0 | 2.7984 | -284.3739 | -0.1744 | -3.0962 | -3.0709 |
| 0.0641 | 0.75 | 18700 | 0.0607 | 0.3150 | -2.4795 | 1.0 | 2.7944 | -283.9636 | -0.1641 | -3.0953 | -3.0704 |
| 0.0576 | 0.75 | 18800 | 0.0607 | 0.3147 | -2.4797 | 1.0 | 2.7944 | -283.9855 | -0.1860 | -3.0961 | -3.0708 |
| 0.0539 | 0.76 | 18900 | 0.0606 | 0.3150 | -2.4802 | 1.0 | 2.7952 | -284.0349 | -0.1604 | -3.0960 | -3.0708 |
| 0.0935 | 0.76 | 19000 | 0.0606 | 0.3143 | -2.4806 | 1.0 | 2.7949 | -284.0767 | -0.2273 | -3.0964 | -3.0711 |
| 0.0887 | 0.76 | 19100 | 0.0605 | 0.3150 | -2.4812 | 1.0 | 2.7962 | -284.1394 | -0.1649 | -3.0951 | -3.0697 |
| 0.1274 | 0.77 | 19200 | 0.0605 | 0.3144 | -2.4823 | 1.0 | 2.7967 | -284.2411 | -0.2167 | -3.0961 | -3.0706 |
| 0.1333 | 0.77 | 19300 | 0.0604 | 0.3150 | -2.4831 | 1.0 | 2.7982 | -284.3301 | -0.1556 | -3.0949 | -3.0695 |
| 0.0551 | 0.78 | 19400 | 0.0603 | 0.3148 | -2.4839 | 1.0 | 2.7987 | -284.4022 | -0.1777 | -3.0967 | -3.0713 |
| 0.0575 | 0.78 | 19500 | 0.0604 | 0.3148 | -2.4824 | 1.0 | 2.7972 | -284.2572 | -0.1827 | -3.0964 | -3.0711 |
| 0.0581 | 0.78 | 19600 | 0.0604 | 0.3148 | -2.4831 | 1.0 | 2.7979 | -284.3292 | -0.1798 | -3.0967 | -3.0707 |
| 0.0869 | 0.79 | 19700 | 0.0603 | 0.3146 | -2.4841 | 1.0 | 2.7987 | -284.4286 | -0.2042 | -3.0962 | -3.0708 |
| 0.0724 | 0.79 | 19800 | 0.0603 | 0.3151 | -2.4844 | 1.0 | 2.7994 | -284.4534 | -0.1539 | -3.0955 | -3.0712 |
| 0.1063 | 0.8 | 19900 | 0.0604 | 0.3149 | -2.4830 | 1.0 | 2.7979 | -284.3166 | -0.1672 | -3.0965 | -3.0702 |
| 0.0857 | 0.8 | 20000 | 0.0603 | 0.3149 | -2.4843 | 1.0 | 2.7992 | -284.4483 | -0.1739 | -3.0958 | -3.0702 |
| 0.0561 | 0.8 | 20100 | 0.0603 | 0.3145 | -2.4849 | 1.0 | 2.7994 | -284.5063 | -0.2069 | -3.0964 | -3.0707 |
| 0.0556 | 0.81 | 20200 | 0.0604 | 0.3149 | -2.4828 | 1.0 | 2.7977 | -284.2974 | -0.1730 | -3.0955 | -3.0696 |
| 0.091 | 0.81 | 20300 | 0.0603 | 0.3151 | -2.4846 | 1.0 | 2.7997 | -284.4747 | -0.1502 | -3.0950 | -3.0689 |
| 0.0899 | 0.82 | 20400 | 0.0603 | 0.3147 | -2.4847 | 1.0 | 2.7994 | -284.4896 | -0.1901 | -3.0964 | -3.0700 |
| 0.0849 | 0.82 | 20500 | 0.0604 | 0.3151 | -2.4824 | 1.0 | 2.7974 | -284.2542 | -0.1547 | -3.0959 | -3.0701 |
| 0.092 | 0.82 | 20600 | 0.0603 | 0.3145 | -2.4852 | 1.0 | 2.7997 | -284.5341 | -0.2096 | -3.0964 | -3.0713 |
| 0.0871 | 0.83 | 20700 | 0.0604 | 0.3151 | -2.4828 | 1.0 | 2.7979 | -284.3003 | -0.1508 | -3.0957 | -3.0698 |
| 0.0915 | 0.83 | 20800 | 0.0603 | 0.3148 | -2.4838 | 1.0 | 2.7987 | -284.4004 | -0.1760 | -3.0960 | -3.0707 |
| 0.0566 | 0.84 | 20900 | 0.0602 | 0.3150 | -2.4845 | 1.0 | 2.7994 | -284.4606 | -0.1612 | -3.0951 | -3.0690 |
| 0.0552 | 0.84 | 21000 | 0.0603 | 0.3145 | -2.4849 | 1.0 | 2.7994 | -284.5057 | -0.2062 | -3.0963 | -3.0711 |
| 0.164 | 0.84 | 21100 | 0.0603 | 0.3149 | -2.4840 | 1.0 | 2.7989 | -284.4156 | -0.1661 | -3.0961 | -3.0705 |
| 0.0829 | 0.85 | 21200 | 0.0604 | 0.3145 | -2.4834 | 1.0 | 2.7979 | -284.3568 | -0.2073 | -3.0961 | -3.0707 |
| 0.0552 | 0.85 | 21300 | 0.0602 | 0.3145 | -2.4857 | 1.0 | 2.8002 | -284.5827 | -0.2082 | -3.0954 | -3.0706 |
| 0.0797 | 0.86 | 21400 | 0.0603 | 0.3148 | -2.4839 | 1.0 | 2.7987 | -284.4014 | -0.1769 | -3.0967 | -3.0708 |
| 0.0569 | 0.86 | 21500 | 0.0604 | 0.3149 | -2.4833 | 1.0 | 2.7982 | -284.3410 | -0.1666 | -3.0953 | -3.0704 |
| 0.1239 | 0.86 | 21600 | 0.0603 | 0.3152 | -2.4830 | 1.0 | 2.7982 | -284.3148 | -0.1403 | -3.0961 | -3.0710 |
| 0.1285 | 0.87 | 21700 | 0.0602 | 0.3148 | -2.4854 | 1.0 | 2.8002 | -284.5537 | -0.1793 | -3.0966 | -3.0700 |
| 0.0557 | 0.87 | 21800 | 0.0603 | 0.3146 | -2.4843 | 1.0 | 2.7989 | -284.4450 | -0.1955 | -3.0965 | -3.0704 |
| 0.0999 | 0.88 | 21900 | 0.0604 | 0.3149 | -2.4833 | 1.0 | 2.7982 | -284.3460 | -0.1716 | -3.0962 | -3.0708 |
| 0.0704 | 0.88 | 22000 | 0.0604 | 0.3151 | -2.4826 | 1.0 | 2.7977 | -284.2776 | -0.1531 | -3.0955 | -3.0703 |
| 0.0902 | 0.88 | 22100 | 0.0603 | 0.3148 | -2.4837 | 1.0 | 2.7984 | -284.3843 | -0.1848 | -3.0950 | -3.0700 |
| 0.0842 | 0.89 | 22200 | 0.0603 | 0.3148 | -2.4848 | 1.0 | 2.7997 | -284.5004 | -0.1761 | -3.0966 | -3.0708 |
| 0.091 | 0.89 | 22300 | 0.0603 | 0.3151 | -2.4831 | 1.0 | 2.7982 | -284.3220 | -0.1475 | -3.0962 | -3.0710 |
| 0.0612 | 0.9 | 22400 | 0.0604 | 0.3149 | -2.4828 | 1.0 | 2.7977 | -284.2958 | -0.1713 | -3.0969 | -3.0716 |
| 0.0555 | 0.9 | 22500 | 0.0603 | 0.3148 | -2.4846 | 1.0 | 2.7994 | -284.4779 | -0.1785 | -3.0965 | -3.0706 |
| 0.1258 | 0.9 | 22600 | 0.0602 | 0.3149 | -2.4853 | 1.0 | 2.8002 | -284.5466 | -0.1720 | -3.0963 | -3.0704 |
| 0.091 | 0.91 | 22700 | 0.0604 | 0.3150 | -2.4827 | 1.0 | 2.7977 | -284.2870 | -0.1626 | -3.0966 | -3.0709 |
| 0.0939 | 0.91 | 22800 | 0.0604 | 0.3149 | -2.4823 | 1.0 | 2.7972 | -284.2432 | -0.1687 | -3.0964 | -3.0707 |
| 0.057 | 0.92 | 22900 | 0.0603 | 0.3148 | -2.4836 | 1.0 | 2.7984 | -284.3766 | -0.1771 | -3.0973 | -3.0711 |
| 0.1252 | 0.92 | 23000 | 0.0603 | 0.3149 | -2.4835 | 1.0 | 2.7984 | -284.3660 | -0.1666 | -3.0956 | -3.0703 |
| 0.2019 | 0.92 | 23100 | 0.0604 | 0.3147 | -2.4828 | 1.0 | 2.7974 | -284.2932 | -0.1937 | -3.0962 | -3.0714 |
| 0.0905 | 0.93 | 23200 | 0.0603 | 0.3149 | -2.4848 | 1.0 | 2.7997 | -284.4948 | -0.1704 | -3.0966 | -3.0713 |
| 0.1121 | 0.93 | 23300 | 0.0602 | 0.3149 | -2.4850 | 1.0 | 2.7999 | -284.5165 | -0.1670 | -3.0955 | -3.0710 |
| 0.0559 | 0.94 | 23400 | 0.0603 | 0.3149 | -2.4840 | 1.0 | 2.7989 | -284.4164 | -0.1670 | -3.0968 | -3.0712 |
| 0.0555 | 0.94 | 23500 | 0.0603 | 0.3148 | -2.4847 | 1.0 | 2.7994 | -284.4821 | -0.1826 | -3.0958 | -3.0703 |
| 0.093 | 0.94 | 23600 | 0.0602 | 0.3147 | -2.4854 | 1.0 | 2.8002 | -284.5602 | -0.1857 | -3.0959 | -3.0706 |
| 0.0561 | 0.95 | 23700 | 0.0603 | 0.3149 | -2.4838 | 1.0 | 2.7987 | -284.3966 | -0.1721 | -3.0959 | -3.0700 |
| 0.0576 | 0.95 | 23800 | 0.0603 | 0.3147 | -2.4848 | 1.0 | 2.7994 | -284.4909 | -0.1915 | -3.0966 | -3.0703 |
| 0.1255 | 0.96 | 23900 | 0.0603 | 0.3147 | -2.4843 | 1.0 | 2.7989 | -284.4434 | -0.1940 | -3.0964 | -3.0707 |
| 0.094 | 0.96 | 24000 | 0.0603 | 0.3147 | -2.4840 | 1.0 | 2.7987 | -284.4168 | -0.1923 | -3.0961 | -3.0701 |
| 0.0543 | 0.96 | 24100 | 0.0603 | 0.3148 | -2.4844 | 1.0 | 2.7992 | -284.4561 | -0.1817 | -3.0963 | -3.0710 |
| 0.0551 | 0.97 | 24200 | 0.0603 | 0.3148 | -2.4844 | 1.0 | 2.7992 | -284.4572 | -0.1828 | -3.0959 | -3.0703 |
| 0.1155 | 0.97 | 24300 | 0.0603 | 0.3149 | -2.4840 | 1.0 | 2.7989 | -284.4147 | -0.1652 | -3.0971 | -3.0712 |
| 0.0549 | 0.98 | 24400 | 0.0604 | 0.3149 | -2.4822 | 1.0 | 2.7972 | -284.2398 | -0.1654 | -3.0956 | -3.0701 |
| 0.0556 | 0.98 | 24500 | 0.0602 | 0.3150 | -2.4854 | 1.0 | 2.8004 | -284.5563 | -0.1569 | -3.0960 | -3.0699 |
| 0.0693 | 0.98 | 24600 | 0.0604 | 0.3147 | -2.4835 | 1.0 | 2.7982 | -284.3652 | -0.1907 | -3.0963 | -3.0711 |
| 0.0919 | 0.99 | 24700 | 0.0604 | 0.3147 | -2.4835 | 1.0 | 2.7982 | -284.3639 | -0.1894 | -3.0962 | -3.0710 |
| 0.0924 | 0.99 | 24800 | 0.0604 | 0.3148 | -2.4834 | 1.0 | 2.7982 | -284.3547 | -0.1803 | -3.0963 | -3.0707 |
| 0.0575 | 1.0 | 24900 | 0.0603 | 0.3146 | -2.4841 | 1.0 | 2.7987 | -284.4260 | -0.2015 | -3.0973 | -3.0712 |
| 0.0884 | 1.0 | 25000 | 0.0603 | 0.3150 | -2.4832 | 1.0 | 2.7982 | -284.3339 | -0.1594 | -3.0974 | -3.0713 |
Framework versions
- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.1.1+cu121
- Datasets 2.14.6
- Tokenizers 0.15.0
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