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llama3.1-8B-ko-dpo
kco4776/llama3.1-8B-ko-dpo
llama3.1-8B-ko-dpo is a text generation model from kco4776. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Sep 26, 2024
- Updated
- Sep 29, 2024
- SHA
- 766cebd9
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
llama3.1-8B-ko-dpo
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2796
- Rewards/chosen: -12.9950
- Rewards/rejected: -20.1794
- Rewards/accuracies: 0.9020
- Rewards/margins: 7.1844
- Logps/rejected: -2515.4512
- Logps/chosen: -1798.2762
- Logits/rejected: -1.7765
- Logits/chosen: -1.7959
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: 2e-07
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- total_eval_batch_size: 4
- 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.6914 | 0.0041 | 100 | 0.6932 | 0.0007 | 0.0003 | 0.5020 | 0.0004 | -497.4823 | -498.7105 | -1.2875 | -1.3223 |
| 0.6897 | 0.0082 | 200 | 0.6932 | 0.0002 | 0.0000 | 0.5130 | 0.0002 | -497.5058 | -498.7572 | -1.2876 | -1.3223 |
| 0.6931 | 0.0122 | 300 | 0.6932 | 0.0005 | 0.0001 | 0.5020 | 0.0005 | -497.5014 | -498.7249 | -1.2875 | -1.3223 |
| 0.6922 | 0.0163 | 400 | 0.6927 | 0.0010 | -0.0002 | 0.5280 | 0.0012 | -497.5352 | -498.6801 | -1.2881 | -1.3229 |
| 0.691 | 0.0204 | 500 | 0.6921 | 0.0014 | -0.0012 | 0.5680 | 0.0026 | -497.6308 | -498.6405 | -1.2886 | -1.3234 |
| 0.694 | 0.0245 | 600 | 0.6906 | 0.0012 | -0.0043 | 0.6020 | 0.0055 | -497.9427 | -498.6641 | -1.2896 | -1.3244 |
| 0.6904 | 0.0286 | 700 | 0.6886 | -0.0009 | -0.0107 | 0.6450 | 0.0097 | -498.5773 | -498.8714 | -1.2912 | -1.3259 |
| 0.6913 | 0.0327 | 800 | 0.6858 | 0.0026 | -0.0130 | 0.6510 | 0.0156 | -498.8127 | -498.5211 | -1.2933 | -1.3279 |
| 0.6593 | 0.0367 | 900 | 0.6824 | 0.0027 | -0.0207 | 0.6630 | 0.0234 | -499.5800 | -498.5056 | -1.2958 | -1.3303 |
| 0.692 | 0.0408 | 1000 | 0.6775 | -0.0053 | -0.0412 | 0.6650 | 0.0359 | -501.6290 | -499.3052 | -1.3011 | -1.3356 |
| 0.6472 | 0.0449 | 1100 | 0.6727 | -0.0151 | -0.0642 | 0.6720 | 0.0491 | -503.9314 | -500.2888 | -1.3045 | -1.3387 |
| 0.6759 | 0.0490 | 1200 | 0.6675 | -0.0378 | -0.1013 | 0.6800 | 0.0635 | -507.6409 | -502.5610 | -1.3121 | -1.3458 |
| 0.693 | 0.0531 | 1300 | 0.6609 | -0.0538 | -0.1379 | 0.7020 | 0.0842 | -511.3054 | -504.1566 | -1.3184 | -1.3515 |
| 0.6658 | 0.0571 | 1400 | 0.6534 | -0.0966 | -0.2075 | 0.7060 | 0.1109 | -518.2624 | -508.4422 | -1.3279 | -1.3603 |
| 0.6588 | 0.0612 | 1500 | 0.6445 | -0.1650 | -0.3112 | 0.7020 | 0.1462 | -528.6299 | -515.2776 | -1.3319 | -1.3633 |
| 0.6194 | 0.0653 | 1600 | 0.6354 | -0.2647 | -0.4460 | 0.7150 | 0.1812 | -542.1080 | -525.2540 | -1.3382 | -1.3687 |
| 0.6669 | 0.0694 | 1700 | 0.6268 | -0.3635 | -0.5760 | 0.7180 | 0.2125 | -555.1120 | -535.1281 | -1.3462 | -1.3758 |
| 0.5694 | 0.0735 | 1800 | 0.6146 | -0.5585 | -0.8204 | 0.7080 | 0.2619 | -579.5465 | -554.6274 | -1.3492 | -1.3779 |
| 0.5444 | 0.0776 | 1900 | 0.6028 | -0.7560 | -1.0753 | 0.7190 | 0.3193 | -605.0369 | -574.3778 | -1.3592 | -1.3870 |
| 0.6096 | 0.0816 | 2000 | 0.5892 | -0.9086 | -1.2853 | 0.7270 | 0.3767 | -626.0454 | -589.6406 | -1.3560 | -1.3830 |
| 0.6616 | 0.0857 | 2100 | 0.5773 | -1.3672 | -1.8312 | 0.7280 | 0.4640 | -680.6333 | -635.5037 | -1.3526 | -1.3790 |
| 0.5001 | 0.0898 | 2200 | 0.5657 | -1.7466 | -2.3082 | 0.7290 | 0.5616 | -728.3286 | -673.4398 | -1.3526 | -1.3781 |
| 0.7897 | 0.0939 | 2300 | 0.5535 | -1.7236 | -2.3202 | 0.7370 | 0.5966 | -729.5347 | -671.1423 | -1.3628 | -1.3879 |
| 0.5732 | 0.0980 | 2400 | 0.5437 | -2.0169 | -2.6814 | 0.7380 | 0.6645 | -765.6508 | -700.4741 | -1.3869 | -1.4117 |
| 0.6003 | 0.1021 | 2500 | 0.5360 | -2.3383 | -3.1067 | 0.7340 | 0.7684 | -808.1808 | -732.6127 | -1.3838 | -1.4082 |
| 0.6473 | 0.1061 | 2600 | 0.5221 | -2.2461 | -3.0106 | 0.7480 | 0.7645 | -798.5717 | -723.3868 | -1.3948 | -1.4200 |
| 0.6373 | 0.1102 | 2700 | 0.5205 | -2.6276 | -3.5244 | 0.7380 | 0.8968 | -849.9472 | -761.5365 | -1.3714 | -1.3961 |
| 0.5518 | 0.1143 | 2800 | 0.5091 | -3.1028 | -4.1043 | 0.75 | 1.0014 | -907.9372 | -809.0632 | -1.3837 | -1.4092 |
| 0.3374 | 0.1184 | 2900 | 0.4997 | -2.9856 | -4.1054 | 0.7530 | 1.1198 | -908.0520 | -797.3378 | -1.4050 | -1.4304 |
| 0.5604 | 0.1225 | 3000 | 0.4866 | -2.6005 | -3.6567 | 0.7670 | 1.0562 | -863.1770 | -758.8306 | -1.4247 | -1.4501 |
| 0.2346 | 0.1265 | 3100 | 0.5018 | -4.4599 | -5.9810 | 0.7530 | 1.5211 | -1095.6133 | -944.7716 | -1.3760 | -1.4077 |
| 0.3739 | 0.1306 | 3200 | 0.4738 | -2.3508 | -3.3902 | 0.7690 | 1.0395 | -836.5351 | -733.8549 | -1.3690 | -1.3989 |
| 0.7717 | 0.1347 | 3300 | 0.4748 | -4.2571 | -5.8792 | 0.7730 | 1.6221 | -1085.4305 | -924.4890 | -1.3088 | -1.3493 |
| 0.3211 | 0.1388 | 3400 | 0.4582 | -3.5001 | -4.9833 | 0.7840 | 1.4832 | -995.8411 | -848.7872 | -1.2980 | -1.3443 |
| 0.5008 | 0.1429 | 3500 | 0.4598 | -4.8381 | -6.7158 | 0.7860 | 1.8777 | -1169.0886 | -982.5917 | -1.2311 | -1.2876 |
| 0.6271 | 0.1470 | 3600 | 0.4476 | -4.2533 | -5.9110 | 0.7800 | 1.6576 | -1088.6073 | -924.1139 | -1.2490 | -1.3032 |
| 0.3858 | 0.1510 | 3700 | 0.4430 | -4.3987 | -6.2893 | 0.7940 | 1.8906 | -1126.4423 | -938.6501 | -1.2391 | -1.3035 |
| 0.3865 | 0.1551 | 3800 | 0.4444 | -4.7239 | -6.8386 | 0.8010 | 2.1146 | -1181.3666 | -971.1730 | -1.2195 | -1.2916 |
| 0.5142 | 0.1592 | 3900 | 0.4609 | -6.0357 | -8.3537 | 0.7870 | 2.3179 | -1332.8761 | -1102.3545 | -1.1447 | -1.2230 |
| 0.4436 | 0.1633 | 4000 | 0.4255 | -4.7284 | -6.6511 | 0.7950 | 1.9227 | -1162.6228 | -971.6216 | -1.2091 | -1.2737 |
| 0.347 | 0.1674 | 4100 | 0.4121 | -4.4984 | -6.3740 | 0.8060 | 1.8756 | -1134.9073 | -948.6193 | -1.1658 | -1.2361 |
| 0.8219 | 0.1714 | 4200 | 0.4518 | -6.7928 | -9.3448 | 0.8060 | 2.5521 | -1431.9951 | -1178.0587 | -1.0746 | -1.1631 |
| 0.1708 | 0.1755 | 4300 | 0.4141 | -5.6650 | -7.9139 | 0.8130 | 2.2490 | -1288.9053 | -1065.2748 | -1.1615 | -1.2308 |
| 0.1676 | 0.1796 | 4400 | 0.4117 | -4.9080 | -7.2116 | 0.8090 | 2.3036 | -1218.6699 | -989.5781 | -1.1367 | -1.2134 |
| 0.3925 | 0.1837 | 4500 | 0.4843 | -8.3776 | -11.7682 | 0.8040 | 3.3906 | -1674.3273 | -1336.5378 | -1.0007 | -1.1076 |
| 0.4934 | 0.1878 | 4600 | 0.3913 | -5.0151 | -7.2011 | 0.8140 | 2.1859 | -1217.6188 | -1000.2937 | -1.1414 | -1.2239 |
| 0.5421 | 0.1919 | 4700 | 0.4516 | -8.0886 | -11.4168 | 0.8110 | 3.3282 | -1639.1882 | -1307.6418 | -1.0784 | -1.1768 |
| 0.1462 | 0.1959 | 4800 | 0.4050 | -6.7228 | -9.6245 | 0.8220 | 2.9017 | -1459.9563 | -1171.0552 | -1.1511 | -1.2429 |
| 0.4062 | 0.2000 | 4900 | 0.3846 | -4.4550 | -6.5532 | 0.8250 | 2.0982 | -1152.8308 | -944.2828 | -1.2637 | -1.3359 |
| 0.0917 | 0.2041 | 5000 | 0.4368 | -8.3711 | -12.0185 | 0.8310 | 3.6474 | -1699.3586 | -1335.8917 | -1.0868 | -1.1982 |
| 0.3787 | 0.2082 | 5100 | 0.3990 | -6.9171 | -10.1545 | 0.8430 | 3.2374 | -1512.9598 | -1190.4850 | -1.1871 | -1.2839 |
| 0.3842 | 0.2123 | 5200 | 0.3802 | -5.6284 | -8.4873 | 0.8270 | 2.8589 | -1346.2356 | -1061.6160 | -1.1148 | -1.2127 |
| 0.1271 | 0.2163 | 5300 | 0.3980 | -8.0093 | -11.4163 | 0.8410 | 3.4070 | -1639.1395 | -1299.7087 | -1.0880 | -1.1948 |
| 0.1185 | 0.2204 | 5400 | 0.3746 | -7.0630 | -10.2346 | 0.8380 | 3.1716 | -1520.9749 | -1205.0791 | -1.1560 | -1.2593 |
| 0.2924 | 0.2245 | 5500 | 0.3573 | -5.5848 | -8.2572 | 0.8360 | 2.6724 | -1323.2261 | -1057.2555 | -1.1985 | -1.2969 |
| 0.3284 | 0.2286 | 5600 | 0.3594 | -5.5765 | -8.4858 | 0.8530 | 2.9093 | -1346.0920 | -1056.4288 | -1.1683 | -1.2750 |
| 0.4683 | 0.2327 | 5700 | 0.3525 | -4.4550 | -6.7534 | 0.8360 | 2.2985 | -1172.8547 | -944.2777 | -1.2129 | -1.3095 |
| 0.4755 | 0.2368 | 5800 | 0.3661 | -6.7584 | -10.1238 | 0.8330 | 3.3654 | -1509.8885 | -1174.6202 | -1.1586 | -1.2677 |
| 0.2573 | 0.2408 | 5900 | 0.3541 | -6.2661 | -9.3652 | 0.8480 | 3.0991 | -1434.0275 | -1125.3872 | -1.2108 | -1.3078 |
| 0.2777 | 0.2449 | 6000 | 0.3457 | -6.0057 | -8.9681 | 0.8460 | 2.9624 | -1394.3181 | -1099.3511 | -1.2591 | -1.3519 |
| 0.0892 | 0.2490 | 6100 | 0.3484 | -6.0217 | -8.9561 | 0.8440 | 2.9345 | -1393.1217 | -1100.9456 | -1.2885 | -1.3679 |
| 1.6473 | 0.2531 | 6200 | 0.3649 | -7.9334 | -11.7981 | 0.8430 | 3.8647 | -1677.3247 | -1292.1194 | -1.1221 | -1.2342 |
| 0.1765 | 0.2572 | 6300 | 0.3517 | -6.2392 | -9.4067 | 0.8480 | 3.1676 | -1438.1832 | -1122.6958 | -1.2012 | -1.3040 |
| 0.2275 | 0.2613 | 6400 | 0.3337 | -5.9266 | -8.8161 | 0.8510 | 2.8895 | -1379.1255 | -1091.4409 | -1.2652 | -1.3568 |
| 0.3057 | 0.2653 | 6500 | 0.3488 | -7.1650 | -10.7617 | 0.8480 | 3.5967 | -1573.6854 | -1215.2811 | -1.2417 | -1.3460 |
| 0.5655 | 0.2694 | 6600 | 0.3357 | -6.4811 | -9.8745 | 0.8560 | 3.3934 | -1484.9604 | -1146.8926 | -1.2490 | -1.3487 |
| 0.038 | 0.2735 | 6700 | 0.3820 | -9.6097 | -14.1285 | 0.8470 | 4.5188 | -1910.3635 | -1459.7493 | -1.2675 | -1.3716 |
| 0.0904 | 0.2776 | 6800 | 0.3509 | -8.6685 | -12.5970 | 0.8470 | 3.9285 | -1757.2083 | -1365.6287 | -1.2694 | -1.3680 |
| 0.3385 | 0.2817 | 6900 | 0.3303 | -6.9439 | -10.0854 | 0.8550 | 3.1415 | -1506.0466 | -1193.1649 | -1.2481 | -1.3414 |
| 0.3059 | 0.2857 | 7000 | 0.3646 | -8.7475 | -12.8226 | 0.8560 | 4.0751 | -1779.7716 | -1373.5321 | -1.2410 | -1.3429 |
| 1.1279 | 0.2898 | 7100 | 0.3375 | -7.6766 | -11.1950 | 0.8610 | 3.5183 | -1617.0073 | -1266.4425 | -1.2004 | -1.3036 |
| 0.4351 | 0.2939 | 7200 | 0.3310 | -7.3918 | -10.7312 | 0.8610 | 3.3393 | -1570.6260 | -1237.9608 | -1.2268 | -1.3195 |
| 0.2322 | 0.2980 | 7300 | 0.3252 | -6.2101 | -9.5186 | 0.8630 | 3.3085 | -1449.3687 | -1119.7880 | -1.2483 | -1.3415 |
| 0.0561 | 0.3021 | 7400 | 0.3363 | -7.5920 | -11.6588 | 0.8590 | 4.0668 | -1663.3868 | -1257.9785 | -1.2469 | -1.3417 |
| 0.0578 | 0.3062 | 7500 | 0.3317 | -7.8440 | -11.6883 | 0.8610 | 3.8443 | -1666.3365 | -1283.1750 | -1.3031 | -1.3887 |
| 0.0511 | 0.3102 | 7600 | 0.4373 | -13.8178 | -19.2110 | 0.8450 | 5.3932 | -2418.6082 | -1880.5598 | -1.3472 | -1.4308 |
| 0.1498 | 0.3143 | 7700 | 0.3626 | -10.9681 | -15.6251 | 0.8560 | 4.6570 | -2060.0195 | -1595.5887 | -1.2227 | -1.3298 |
| 0.1944 | 0.3184 | 7800 | 0.3305 | -8.1797 | -12.1701 | 0.8510 | 3.9904 | -1714.5176 | -1316.7490 | -1.2154 | -1.3237 |
| 0.2545 | 0.3225 | 7900 | 0.3127 | -6.7479 | -10.1678 | 0.8590 | 3.4199 | -1514.2913 | -1173.5673 | -1.2799 | -1.3665 |
| 0.1204 | 0.3266 | 8000 | 0.3491 | -9.5187 | -14.1743 | 0.8520 | 4.6556 | -1914.9398 | -1450.6461 | -1.2246 | -1.3314 |
| 0.4029 | 0.3306 | 8100 | 0.3139 | -7.4611 | -11.2581 | 0.8580 | 3.7971 | -1623.3248 | -1244.8862 | -1.2987 | -1.3928 |
| 0.0603 | 0.3347 | 8200 | 0.3292 | -8.6613 | -12.5685 | 0.8550 | 3.9073 | -1754.3632 | -1364.9050 | -1.3638 | -1.4424 |
| 0.1985 | 0.3388 | 8300 | 0.3042 | -6.9247 | -10.3766 | 0.8590 | 3.4519 | -1535.1748 | -1191.2502 | -1.3501 | -1.4377 |
| 0.3257 | 0.3429 | 8400 | 0.3162 | -8.9635 | -13.1505 | 0.8580 | 4.1870 | -1812.5602 | -1395.1277 | -1.3943 | -1.4748 |
| 0.997 | 0.3470 | 8500 | 0.3225 | -9.2989 | -13.7314 | 0.8590 | 4.4325 | -1870.6501 | -1428.6658 | -1.4942 | -1.5573 |
| 0.2841 | 0.3511 | 8600 | 0.3223 | -8.8297 | -13.2572 | 0.8640 | 4.4275 | -1823.2300 | -1381.7482 | -1.4918 | -1.5520 |
| 0.0289 | 0.3551 | 8700 | 0.3230 | -9.3703 | -13.7054 | 0.8650 | 4.3351 | -1868.0457 | -1435.8097 | -1.4913 | -1.5454 |
| 0.1067 | 0.3592 | 8800 | 0.3851 | -13.0185 | -18.4919 | 0.8570 | 5.4735 | -2346.7051 | -1800.6255 | -1.5153 | -1.5668 |
| 0.0998 | 0.3633 | 8900 | 0.3164 | -7.6085 | -11.4020 | 0.8720 | 3.7934 | -1637.7063 | -1259.6313 | -1.4256 | -1.5022 |
| 0.1577 | 0.3674 | 9000 | 0.4218 | -13.8240 | -20.0307 | 0.8580 | 6.2067 | -2500.5833 | -1881.1777 | -1.4219 | -1.4997 |
| 0.0124 | 0.3715 | 9100 | 0.3467 | -11.9992 | -17.1146 | 0.8630 | 5.1153 | -2208.9663 | -1698.7042 | -1.4368 | -1.5124 |
| 0.8857 | 0.3755 | 9200 | 0.3718 | -13.3439 | -19.1966 | 0.8610 | 5.8527 | -2417.1711 | -1833.1707 | -1.3143 | -1.4130 |
| 0.5737 | 0.3796 | 9300 | 0.3727 | -12.2406 | -18.1688 | 0.8660 | 5.9281 | -2314.3862 | -1722.8438 | -1.3028 | -1.4038 |
| 0.2926 | 0.3837 | 9400 | 0.3490 | -11.2053 | -16.3008 | 0.8640 | 5.0955 | -2127.5906 | -1619.3048 | -1.3189 | -1.4133 |
| 0.26 | 0.3878 | 9500 | 0.3056 | -7.7011 | -11.9852 | 0.8630 | 4.2842 | -1696.0344 | -1268.8872 | -1.3506 | -1.4328 |
| 0.1789 | 0.3919 | 9600 | 0.3343 | -11.0615 | -16.0068 | 0.8550 | 4.9453 | -2098.1899 | -1604.9287 | -1.3691 | -1.4431 |
| 0.051 | 0.3960 | 9700 | 0.3297 | -10.5792 | -15.4227 | 0.8550 | 4.8435 | -2039.7832 | -1556.6985 | -1.3421 | -1.4223 |
| 0.4058 | 0.4000 | 9800 | 0.2920 | -6.4865 | -10.2113 | 0.8650 | 3.7248 | -1518.6438 | -1147.4325 | -1.3760 | -1.4465 |
| 0.6564 | 0.4041 | 9900 | 0.3079 | -9.7311 | -13.9555 | 0.8740 | 4.2244 | -1893.0598 | -1471.8926 | -1.4015 | -1.4656 |
| 0.125 | 0.4082 | 10000 | 0.3138 | -10.1182 | -14.8815 | 0.8640 | 4.7633 | -1985.6638 | -1510.5995 | -1.4028 | -1.4765 |
| 0.1153 | 0.4123 | 10100 | 0.3077 | -9.5424 | -14.2588 | 0.8680 | 4.7163 | -1923.3860 | -1453.0248 | -1.4160 | -1.4839 |
| 0.0214 | 0.4164 | 10200 | 0.3133 | -9.4459 | -14.5438 | 0.8730 | 5.0979 | -1951.8907 | -1443.3728 | -1.4676 | -1.5262 |
| 0.3632 | 0.4205 | 10300 | 0.3499 | -11.3090 | -17.3412 | 0.8710 | 6.0322 | -2231.6328 | -1629.6813 | -1.5094 | -1.5606 |
| 0.5526 | 0.4245 | 10400 | 0.3336 | -12.0977 | -17.3884 | 0.8660 | 5.2907 | -2236.3477 | -1708.5468 | -1.5285 | -1.5854 |
| 0.1915 | 0.4286 | 10500 | 0.3002 | -9.9342 | -14.7650 | 0.8760 | 4.8308 | -1974.0138 | -1492.1975 | -1.4690 | -1.5351 |
| 0.0461 | 0.4327 | 10600 | 0.3107 | -9.0202 | -14.2362 | 0.8710 | 5.2160 | -1921.1318 | -1400.7968 | -1.4209 | -1.4981 |
| 0.0717 | 0.4368 | 10700 | 0.3657 | -13.0296 | -19.1625 | 0.8670 | 6.1328 | -2413.7566 | -1801.7439 | -1.4536 | -1.5254 |
| 0.1908 | 0.4409 | 10800 | 0.2843 | -7.6952 | -11.6747 | 0.8780 | 3.9795 | -1664.9839 | -1268.3026 | -1.4620 | -1.5227 |
| 0.268 | 0.4449 | 10900 | 0.3317 | -11.5961 | -17.2662 | 0.8710 | 5.6701 | -2224.1335 | -1658.3910 | -1.4622 | -1.5387 |
| 1.4881 | 0.4490 | 11000 | 0.4042 | -16.0267 | -22.0691 | 0.8620 | 6.0423 | -2704.4160 | -2101.4509 | -1.5827 | -1.6379 |
| 0.2925 | 0.4531 | 11100 | 0.2945 | -8.9709 | -13.4253 | 0.8810 | 4.4544 | -1840.0374 | -1395.8694 | -1.4718 | -1.5409 |
| 0.0491 | 0.4572 | 11200 | 0.3041 | -10.1359 | -15.2562 | 0.8690 | 5.1202 | -2023.1274 | -1512.3730 | -1.4432 | -1.5180 |
| 0.3415 | 0.4613 | 11300 | 0.3009 | -10.1936 | -15.4050 | 0.8740 | 5.2114 | -2038.0085 | -1518.1417 | -1.4078 | -1.4843 |
| 0.2361 | 0.4654 | 11400 | 0.2999 | -9.9253 | -15.2159 | 0.8760 | 5.2906 | -2019.0983 | -1491.3070 | -1.4985 | -1.5597 |
| 0.2823 | 0.4694 | 11500 | 0.2880 | -9.4053 | -14.2198 | 0.8770 | 4.8145 | -1919.4913 | -1439.3090 | -1.5726 | -1.6197 |
| 0.2004 | 0.4735 | 11600 | 0.3293 | -10.0669 | -16.2375 | 0.8790 | 6.1706 | -2121.2634 | -1505.4734 | -1.4523 | -1.5252 |
| 0.0176 | 0.4776 | 11700 | 0.2903 | -9.2925 | -14.0818 | 0.875 | 4.7893 | -1905.6879 | -1428.0306 | -1.5337 | -1.5893 |
| 0.1566 | 0.4817 | 11800 | 0.3064 | -9.0519 | -14.3217 | 0.8730 | 5.2698 | -1929.6837 | -1403.9739 | -1.5535 | -1.6035 |
| 0.125 | 0.4858 | 11900 | 0.3209 | -9.4995 | -15.3086 | 0.8740 | 5.8091 | -2028.3728 | -1448.7296 | -1.5815 | -1.6245 |
| 0.0295 | 0.4898 | 12000 | 0.2948 | -9.2534 | -14.4678 | 0.8800 | 5.2144 | -1944.2863 | -1424.1193 | -1.6043 | -1.6422 |
| 0.489 | 0.4939 | 12100 | 0.3088 | -10.8634 | -16.7054 | 0.8780 | 5.8420 | -2168.0549 | -1585.1207 | -1.6634 | -1.6933 |
| 0.1387 | 0.4980 | 12200 | 0.3124 | -11.6637 | -17.5765 | 0.8870 | 5.9128 | -2255.1560 | -1665.1493 | -1.6722 | -1.7061 |
| 0.0034 | 0.5021 | 12300 | 0.3135 | -11.6359 | -17.9722 | 0.8860 | 6.3364 | -2294.7339 | -1662.3669 | -1.6408 | -1.6779 |
| 0.108 | 0.5062 | 12400 | 0.2920 | -10.6858 | -16.3719 | 0.8870 | 5.6862 | -2134.7036 | -1567.3557 | -1.5662 | -1.6212 |
| 0.0795 | 0.5103 | 12500 | 0.2916 | -10.8285 | -16.2247 | 0.8880 | 5.3962 | -2119.9854 | -1581.6299 | -1.5571 | -1.6183 |
| 0.0096 | 0.5143 | 12600 | 0.2874 | -10.5624 | -15.9421 | 0.8840 | 5.3798 | -2091.7256 | -1555.0190 | -1.5651 | -1.6190 |
| 0.3526 | 0.5184 | 12700 | 0.2730 | -9.6230 | -14.6599 | 0.8850 | 5.0369 | -1963.5033 | -1461.0804 | -1.5709 | -1.6257 |
| 0.1024 | 0.5225 | 12800 | 0.3140 | -12.1129 | -18.4390 | 0.8900 | 6.3261 | -2341.4077 | -1710.0649 | -1.6504 | -1.6957 |
| 0.3672 | 0.5266 | 12900 | 0.2955 | -10.2739 | -16.1544 | 0.8870 | 5.8804 | -2112.9475 | -1526.1727 | -1.6057 | -1.6567 |
| 0.1845 | 0.5307 | 13000 | 0.2684 | -8.4303 | -13.2157 | 0.8830 | 4.7854 | -1819.0774 | -1341.8060 | -1.6457 | -1.6831 |
| 0.1051 | 0.5347 | 13100 | 0.3065 | -12.1440 | -18.1426 | 0.8820 | 5.9986 | -2311.7688 | -1713.1761 | -1.6902 | -1.7268 |
| 0.1585 | 0.5388 | 13200 | 0.2770 | -9.4218 | -14.5091 | 0.8810 | 5.0872 | -1948.4178 | -1440.9624 | -1.6281 | -1.6725 |
| 0.3186 | 0.5429 | 13300 | 0.2661 | -8.7212 | -13.3518 | 0.8930 | 4.6307 | -1832.6956 | -1370.8964 | -1.5748 | -1.6227 |
| 0.3898 | 0.5470 | 13400 | 0.3318 | -10.8978 | -17.4756 | 0.8810 | 6.5778 | -2245.0664 | -1588.5548 | -1.5203 | -1.5864 |
| 0.5562 | 0.5511 | 13500 | 0.4024 | -16.8628 | -25.1140 | 0.8810 | 8.2511 | -3008.9094 | -2185.0642 | -1.6409 | -1.6886 |
| 0.332 | 0.5552 | 13600 | 0.2905 | -10.6593 | -16.1796 | 0.8850 | 5.5203 | -2115.4724 | -1564.7068 | -1.7186 | -1.7398 |
| 0.658 | 0.5592 | 13700 | 0.2713 | -8.1283 | -13.1310 | 0.8860 | 5.0028 | -1810.6144 | -1311.6056 | -1.6671 | -1.6911 |
| 0.2909 | 0.5633 | 13800 | 0.2651 | -7.5069 | -12.1143 | 0.8920 | 4.6075 | -1708.9452 | -1249.4663 | -1.7217 | -1.7317 |
| 0.1411 | 0.5674 | 13900 | 0.2912 | -10.4486 | -16.2997 | 0.8940 | 5.8510 | -2127.4778 | -1543.6418 | -1.7518 | -1.7673 |
| 0.0106 | 0.5715 | 14000 | 0.2952 | -10.9052 | -16.9969 | 0.8880 | 6.0916 | -2197.1970 | -1589.3035 | -1.7565 | -1.7729 |
| 0.5651 | 0.5756 | 14100 | 0.2985 | -12.1414 | -18.3128 | 0.8860 | 6.1714 | -2328.7891 | -1712.9172 | -1.7704 | -1.7857 |
| 0.3569 | 0.5797 | 14200 | 0.2720 | -9.9336 | -15.5956 | 0.8880 | 5.6620 | -2057.0710 | -1492.1418 | -1.6749 | -1.7023 |
| 0.4185 | 0.5837 | 14300 | 0.2641 | -9.6488 | -14.7026 | 0.8880 | 5.0538 | -1967.7731 | -1463.6591 | -1.6622 | -1.6932 |
| 0.5174 | 0.5878 | 14400 | 0.2539 | -8.7220 | -13.2465 | 0.8960 | 4.5246 | -1822.1653 | -1370.9771 | -1.6291 | -1.6639 |
| 1.2768 | 0.5919 | 14500 | 0.3087 | -12.3443 | -19.2068 | 0.8890 | 6.8625 | -2418.1870 | -1733.2069 | -1.6370 | -1.6827 |
| 0.2048 | 0.5960 | 14600 | 0.2705 | -9.7293 | -15.4354 | 0.8920 | 5.7061 | -2041.0493 | -1471.7073 | -1.6167 | -1.6571 |
| 0.0166 | 0.6001 | 14700 | 0.3149 | -12.1402 | -19.3571 | 0.8930 | 7.2169 | -2433.2251 | -1712.8009 | -1.6367 | -1.6798 |
| 0.044 | 0.6041 | 14800 | 0.3532 | -14.2708 | -22.4383 | 0.8910 | 8.1675 | -2741.3423 | -1925.8572 | -1.6864 | -1.7248 |
| 0.1854 | 0.6082 | 14900 | 0.3392 | -14.6778 | -22.3587 | 0.8930 | 7.6809 | -2733.3774 | -1966.5609 | -1.7136 | -1.7541 |
| 0.1663 | 0.6123 | 15000 | 0.2978 | -12.4496 | -18.9523 | 0.8920 | 6.5027 | -2392.7427 | -1743.7389 | -1.7329 | -1.7649 |
| 0.0714 | 0.6164 | 15100 | 0.2517 | -8.3542 | -12.6965 | 0.8940 | 4.3423 | -1767.1616 | -1334.1993 | -1.6655 | -1.7010 |
| 0.5228 | 0.6205 | 15200 | 0.2612 | -9.5723 | -14.9262 | 0.8950 | 5.3538 | -1990.1270 | -1456.0140 | -1.6824 | -1.7157 |
| 0.0657 | 0.6246 | 15300 | 0.2690 | -10.2440 | -16.0166 | 0.8950 | 5.7726 | -2099.1665 | -1523.1755 | -1.7015 | -1.7320 |
| 0.2702 | 0.6286 | 15400 | 0.2866 | -11.4851 | -17.7881 | 0.8910 | 6.3030 | -2276.3235 | -1647.2900 | -1.7403 | -1.7703 |
| 0.3471 | 0.6327 | 15500 | 0.2625 | -9.7415 | -15.3694 | 0.9010 | 5.6278 | -2034.4465 | -1472.9315 | -1.7015 | -1.7385 |
| 0.3253 | 0.6368 | 15600 | 0.2869 | -12.6221 | -19.0634 | 0.8940 | 6.4413 | -2403.8496 | -1760.9907 | -1.7675 | -1.8016 |
| 0.0643 | 0.6409 | 15700 | 0.2935 | -13.8314 | -20.4237 | 0.8940 | 6.5923 | -2539.8843 | -1881.9187 | -1.8230 | -1.8486 |
| 0.3509 | 0.6450 | 15800 | 0.2762 | -11.1610 | -17.3690 | 0.8970 | 6.2080 | -2234.4128 | -1614.8829 | -1.7786 | -1.7998 |
| 0.0921 | 0.6490 | 15900 | 0.2839 | -12.4885 | -18.9470 | 0.8930 | 6.4585 | -2392.2148 | -1747.6317 | -1.8192 | -1.8383 |
| 0.4311 | 0.6531 | 16000 | 0.2660 | -10.3739 | -16.1775 | 0.8950 | 5.8036 | -2115.2639 | -1536.1680 | -1.7572 | -1.7824 |
| 0.0421 | 0.6572 | 16100 | 0.2886 | -12.2249 | -18.9823 | 0.8960 | 6.7574 | -2395.7400 | -1721.2688 | -1.7318 | -1.7690 |
| 0.6767 | 0.6613 | 16200 | 0.3005 | -13.5125 | -20.4952 | 0.8960 | 6.9827 | -2547.0305 | -1850.0325 | -1.7658 | -1.8002 |
| 0.0107 | 0.6654 | 16300 | 0.2741 | -11.6860 | -17.7768 | 0.8950 | 6.0908 | -2275.1902 | -1667.3770 | -1.6990 | -1.7424 |
| 0.1709 | 0.6695 | 16400 | 0.2840 | -13.1541 | -19.6099 | 0.8920 | 6.4558 | -2458.4990 | -1814.1909 | -1.8062 | -1.8284 |
| 0.0124 | 0.6735 | 16500 | 0.2742 | -12.3243 | -18.7107 | 0.9020 | 6.3864 | -2368.5835 | -1731.2124 | -1.8221 | -1.8365 |
| 0.3786 | 0.6776 | 16600 | 0.2756 | -12.4388 | -19.0019 | 0.9000 | 6.5632 | -2397.7009 | -1742.6548 | -1.8488 | -1.8556 |
| 1.1038 | 0.6817 | 16700 | 0.3051 | -14.1088 | -21.5238 | 0.8930 | 7.4151 | -2649.8958 | -1909.6564 | -1.8369 | -1.8512 |
| 0.0804 | 0.6858 | 16800 | 0.2736 | -12.0347 | -18.4408 | 0.8980 | 6.4061 | -2341.5879 | -1702.2479 | -1.8209 | -1.8334 |
| 0.3191 | 0.6899 | 16900 | 0.2740 | -11.9248 | -18.3864 | 0.8970 | 6.4616 | -2336.1506 | -1691.2581 | -1.8001 | -1.8143 |
| 0.0095 | 0.6939 | 17000 | 0.3090 | -14.1993 | -21.6572 | 0.8960 | 7.4579 | -2663.2334 | -1918.7111 | -1.8480 | -1.8595 |
| 0.1626 | 0.6980 | 17100 | 0.2600 | -11.1894 | -16.8386 | 0.9000 | 5.6492 | -2181.3738 | -1617.7227 | -1.8431 | -1.8504 |
| 0.1971 | 0.7021 | 17200 | 0.2636 | -11.5135 | -17.5387 | 0.9010 | 6.0253 | -2251.3840 | -1650.1272 | -1.8011 | -1.8153 |
| 0.0418 | 0.7062 | 17300 | 0.2635 | -11.2938 | -17.4660 | 0.9020 | 6.1722 | -2244.1128 | -1628.1621 | -1.8193 | -1.8252 |
| 1.1178 | 0.7103 | 17400 | 0.2718 | -11.1246 | -17.6242 | 0.8980 | 6.4996 | -2259.9312 | -1611.2412 | -1.8104 | -1.8135 |
| 0.0063 | 0.7144 | 17500 | 0.2914 | -12.6472 | -19.7464 | 0.8970 | 7.0993 | -2472.1550 | -1763.4989 | -1.8248 | -1.8338 |
| 0.0776 | 0.7184 | 17600 | 0.2653 | -10.8481 | -16.9316 | 0.9010 | 6.0835 | -2190.6707 | -1583.5925 | -1.7876 | -1.8004 |
| 0.2383 | 0.7225 | 17700 | 0.2805 | -11.9633 | -18.8752 | 0.9020 | 6.9120 | -2385.0327 | -1695.1062 | -1.7849 | -1.7985 |
| 0.4445 | 0.7266 | 17800 | 0.2719 | -12.3349 | -18.7311 | 0.9000 | 6.3962 | -2370.6238 | -1732.2719 | -1.7888 | -1.8058 |
| 0.5555 | 0.7307 | 17900 | 0.2834 | -12.8949 | -19.6969 | 0.8970 | 6.8020 | -2467.2019 | -1788.2719 | -1.7562 | -1.7800 |
| 0.1304 | 0.7348 | 18000 | 0.2943 | -13.3065 | -20.4476 | 0.8990 | 7.1411 | -2542.2729 | -1829.4304 | -1.7663 | -1.7877 |
| 0.318 | 0.7389 | 18100 | 0.2988 | -13.3947 | -20.6063 | 0.8950 | 7.2116 | -2558.1372 | -1838.2454 | -1.7521 | -1.7734 |
| 0.1159 | 0.7429 | 18200 | 0.2729 | -11.3369 | -17.9304 | 0.8990 | 6.5935 | -2290.5508 | -1632.4688 | -1.7383 | -1.7567 |
| 0.2427 | 0.7470 | 18300 | 0.2720 | -11.5639 | -18.1475 | 0.9020 | 6.5836 | -2312.2625 | -1655.1685 | -1.7508 | -1.7679 |
| 0.3622 | 0.7511 | 18400 | 0.2670 | -11.7815 | -18.1948 | 0.9080 | 6.4133 | -2316.9907 | -1676.9325 | -1.7744 | -1.7892 |
| 0.0228 | 0.7552 | 18500 | 0.2557 | -10.9154 | -16.7409 | 0.9040 | 5.8255 | -2171.6021 | -1590.3236 | -1.7432 | -1.7624 |
| 0.0244 | 0.7593 | 18600 | 0.2524 | -10.4909 | -16.2371 | 0.9060 | 5.7462 | -2121.2249 | -1547.8739 | -1.7198 | -1.7423 |
| 0.0939 | 0.7633 | 18700 | 0.2543 | -10.7327 | -16.5548 | 0.9020 | 5.8221 | -2152.9944 | -1572.0487 | -1.7279 | -1.7514 |
| 0.3026 | 0.7674 | 18800 | 0.2872 | -13.4731 | -20.4286 | 0.9000 | 6.9555 | -2540.3735 | -1846.0905 | -1.7619 | -1.7847 |
| 0.8421 | 0.7715 | 18900 | 0.2781 | -12.4526 | -19.3444 | 0.9050 | 6.8918 | -2431.9487 | -1744.0347 | -1.7627 | -1.7824 |
| 0.0716 | 0.7756 | 19000 | 0.2679 | -11.7658 | -18.2501 | 0.9020 | 6.4843 | -2322.5222 | -1675.3627 | -1.7538 | -1.7720 |
| 0.0245 | 0.7797 | 19100 | 0.2649 | -11.4396 | -17.8565 | 0.9080 | 6.4169 | -2283.1577 | -1642.7399 | -1.7407 | -1.7587 |
| 0.0906 | 0.7838 | 19200 | 0.2863 | -13.0813 | -20.2135 | 0.9040 | 7.1322 | -2518.8579 | -1806.9108 | -1.7615 | -1.7778 |
| 0.2202 | 0.7878 | 19300 | 0.2654 | -11.5904 | -18.1039 | 0.9080 | 6.5136 | -2307.9050 | -1657.8180 | -1.7597 | -1.7747 |
| 0.5319 | 0.7919 | 19400 | 0.2609 | -10.9963 | -17.4165 | 0.9070 | 6.4201 | -2239.1560 | -1598.4100 | -1.7501 | -1.7647 |
| 0.0684 | 0.7960 | 19500 | 0.2568 | -10.8897 | -16.9948 | 0.9060 | 6.1051 | -2196.9922 | -1587.7485 | -1.7532 | -1.7682 |
| 0.3644 | 0.8001 | 19600 | 0.2783 | -12.5359 | -19.4356 | 0.9050 | 6.8997 | -2441.0703 | -1752.3739 | -1.7653 | -1.7827 |
| 0.3426 | 0.8042 | 19700 | 0.2783 | -12.4808 | -19.3868 | 0.9030 | 6.9060 | -2436.1902 | -1746.8579 | -1.7544 | -1.7755 |
| 0.3944 | 0.8082 | 19800 | 0.2738 | -12.5376 | -19.1575 | 0.9040 | 6.6200 | -2413.2625 | -1752.5354 | -1.7591 | -1.7795 |
| 0.1527 | 0.8123 | 19900 | 0.2703 | -12.2998 | -18.8887 | 0.9030 | 6.5888 | -2386.3779 | -1728.7627 | -1.7675 | -1.7854 |
| 0.4872 | 0.8164 | 20000 | 0.2584 | -11.2228 | -17.3598 | 0.9070 | 6.1370 | -2233.4883 | -1621.0565 | -1.7611 | -1.7786 |
| 0.0541 | 0.8205 | 20100 | 0.2602 | -11.0298 | -17.2602 | 0.9060 | 6.2304 | -2223.5339 | -1601.7587 | -1.7449 | -1.7628 |
| 0.057 | 0.8246 | 20200 | 0.2733 | -12.5134 | -19.2168 | 0.9050 | 6.7034 | -2419.1897 | -1750.1235 | -1.7551 | -1.7765 |
| 0.0507 | 0.8287 | 20300 | 0.2656 | -11.6110 | -17.9609 | 0.9040 | 6.3500 | -2293.6057 | -1659.8770 | -1.7447 | -1.7660 |
| 0.0242 | 0.8327 | 20400 | 0.2723 | -11.6143 | -18.3410 | 0.9030 | 6.7267 | -2331.6072 | -1660.2091 | -1.7510 | -1.7712 |
| 0.2916 | 0.8368 | 20500 | 0.2755 | -11.8955 | -18.7739 | 0.9020 | 6.8784 | -2374.8975 | -1688.3290 | -1.7690 | -1.7865 |
| 0.0808 | 0.8409 | 20600 | 0.2698 | -11.7702 | -18.4679 | 0.9020 | 6.6977 | -2344.3044 | -1675.8031 | -1.7736 | -1.7907 |
| 0.1268 | 0.8450 | 20700 | 0.2708 | -12.0747 | -18.8054 | 0.9010 | 6.7307 | -2378.0498 | -1706.2520 | -1.7725 | -1.7910 |
| 0.6095 | 0.8491 | 20800 | 0.2804 | -12.6886 | -19.7196 | 0.9050 | 7.0310 | -2469.4746 | -1767.6403 | -1.7743 | -1.7932 |
| 0.0151 | 0.8531 | 20900 | 0.2793 | -12.6824 | -19.7220 | 0.9000 | 7.0397 | -2469.7144 | -1767.0150 | -1.7721 | -1.7919 |
| 0.2938 | 0.8572 | 21000 | 0.2794 | -12.6361 | -19.7212 | 0.9010 | 7.0851 | -2469.6306 | -1762.3871 | -1.7653 | -1.7858 |
| 0.1672 | 0.8613 | 21100 | 0.2812 | -13.0120 | -20.1185 | 0.9010 | 7.1065 | -2509.3655 | -1799.9806 | -1.7764 | -1.7957 |
| 0.0368 | 0.8654 | 21200 | 0.2752 | -12.6370 | -19.5656 | 0.9000 | 6.9286 | -2454.0745 | -1762.4799 | -1.7695 | -1.7894 |
| 0.6933 | 0.8695 | 21300 | 0.2770 | -12.6258 | -19.6242 | 0.9020 | 6.9984 | -2459.9333 | -1761.3589 | -1.7709 | -1.7906 |
| 0.0476 | 0.8736 | 21400 | 0.2823 | -12.8315 | -20.0240 | 0.9020 | 7.1925 | -2499.9138 | -1781.9315 | -1.7711 | -1.7907 |
| 2.2415 | 0.8776 | 21500 | 0.2935 | -13.6526 | -21.1784 | 0.9010 | 7.5258 | -2615.3477 | -1864.0364 | -1.7828 | -1.8022 |
| 0.0812 | 0.8817 | 21600 | 0.2896 | -13.4833 | -20.8893 | 0.9010 | 7.4061 | -2586.4458 | -1847.1075 | -1.7835 | -1.8023 |
| 0.1962 | 0.8858 | 21700 | 0.2841 | -13.1444 | -20.4342 | 0.9030 | 7.2898 | -2540.9297 | -1813.2157 | -1.7866 | -1.8043 |
| 0.6798 | 0.8899 | 21800 | 0.2831 | -12.9974 | -20.2897 | 0.9030 | 7.2923 | -2526.4788 | -1798.5186 | -1.7809 | -1.7988 |
| 0.1073 | 0.8940 | 21900 | 0.2818 | -12.8876 | -20.0973 | 0.9030 | 7.2097 | -2507.2410 | -1787.5355 | -1.7794 | -1.7979 |
| 0.5067 | 0.8981 | 22000 | 0.2786 | -12.6794 | -19.8333 | 0.9030 | 7.1539 | -2480.8416 | -1766.7200 | -1.7720 | -1.7914 |
| 0.0311 | 0.9021 | 22100 | 0.2789 | -12.8116 | -19.9363 | 0.9040 | 7.1247 | -2491.1399 | -1779.9426 | -1.7774 | -1.7961 |
| 0.0661 | 0.9062 | 22200 | 0.2768 | -12.6393 | -19.7189 | 0.9040 | 7.0795 | -2469.3958 | -1762.7102 | -1.7755 | -1.7936 |
| 0.0001 | 0.9103 | 22300 | 0.2748 | -12.4735 | -19.4944 | 0.9030 | 7.0208 | -2446.9465 | -1746.1306 | -1.7695 | -1.7888 |
| 0.2096 | 0.9144 | 22400 | 0.2763 | -12.6204 | -19.7008 | 0.9040 | 7.0804 | -2467.5876 | -1760.8180 | -1.7725 | -1.7914 |
| 0.3223 | 0.9185 | 22500 | 0.2821 | -13.0994 | -20.3677 | 0.9030 | 7.2682 | -2534.2776 | -1808.7239 | -1.7780 | -1.7972 |
| 0.0176 | 0.9225 | 22600 | 0.2820 | -13.0111 | -20.2561 | 0.9020 | 7.2450 | -2523.1223 | -1799.8934 | -1.7748 | -1.7947 |
| 0.0389 | 0.9266 | 22700 | 0.2820 | -13.0349 | -20.2985 | 0.9020 | 7.2637 | -2527.3647 | -1802.2659 | -1.7746 | -1.7940 |
| 0.1601 | 0.9307 | 22800 | 0.2851 | -13.3031 | -20.6589 | 0.9010 | 7.3559 | -2563.4055 | -1829.0857 | -1.7759 | -1.7961 |
| 0.0456 | 0.9348 | 22900 | 0.2840 | -13.2594 | -20.5649 | 0.9010 | 7.3055 | -2553.9976 | -1824.7168 | -1.7773 | -1.7970 |
| 0.0705 | 0.9389 | 23000 | 0.2816 | -13.0423 | -20.2929 | 0.9020 | 7.2507 | -2526.8027 | -1803.0052 | -1.7751 | -1.7948 |
| 0.0235 | 0.9430 | 23100 | 0.2825 | -13.1500 | -20.4512 | 0.9020 | 7.3012 | -2542.6277 | -1813.7770 | -1.7787 | -1.7979 |
| 0.1293 | 0.9470 | 23200 | 0.2814 | -13.0715 | -20.3368 | 0.9020 | 7.2653 | -2531.1873 | -1805.9276 | -1.7760 | -1.7952 |
| 0.0739 | 0.9511 | 23300 | 0.2803 | -13.0307 | -20.2428 | 0.9020 | 7.2121 | -2521.7893 | -1801.8483 | -1.7766 | -1.7958 |
| 0.2703 | 0.9552 | 23400 | 0.2787 | -12.9472 | -20.1161 | 0.9020 | 7.1689 | -2509.1257 | -1793.4998 | -1.7768 | -1.7954 |
| 0.0106 | 0.9593 | 23500 | 0.2783 | -12.9395 | -20.1054 | 0.9020 | 7.1659 | -2508.0547 | -1792.7323 | -1.7752 | -1.7947 |
| 0.0151 | 0.9634 | 23600 | 0.2795 | -12.9523 | -20.1336 | 0.9020 | 7.1812 | -2510.8677 | -1794.0132 | -1.7751 | -1.7945 |
| 0.898 | 0.9674 | 23700 | 0.2786 | -12.9423 | -20.1169 | 0.9020 | 7.1746 | -2509.2039 | -1793.0079 | -1.7766 | -1.7957 |
| 0.2095 | 0.9715 | 23800 | 0.2792 | -12.9721 | -20.1435 | 0.9020 | 7.1714 | -2511.8616 | -1795.9908 | -1.7771 | -1.7960 |
| 0.096 | 0.9756 | 23900 | 0.2796 | -13.0221 | -20.2058 | 0.9020 | 7.1837 | -2518.0913 | -1800.9862 | -1.7773 | -1.7963 |
| 0.4633 | 0.9797 | 24000 | 0.2797 | -12.9864 | -20.1621 | 0.9030 | 7.1757 | -2513.7249 | -1797.4243 | -1.7785 | -1.7970 |
| 0.8913 | 0.9838 | 24100 | 0.2794 | -12.9807 | -20.1561 | 0.9030 | 7.1754 | -2513.1221 | -1796.8542 | -1.7760 | -1.7950 |
| 0.1166 | 0.9879 | 24200 | 0.2786 | -12.9682 | -20.1412 | 0.9010 | 7.1730 | -2511.6335 | -1795.5984 | -1.7774 | -1.7964 |
| 0.0328 | 0.9919 | 24300 | 0.2796 | -12.9896 | -20.1641 | 0.9020 | 7.1745 | -2513.9189 | -1797.7419 | -1.7774 | -1.7965 |
| 0.1652 | 0.9960 | 24400 | 0.2796 | -12.9950 | -20.1794 | 0.9020 | 7.1844 | -2515.4512 | -1798.2762 | -1.7765 | -1.7959 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.1.2
- Datasets 3.0.1
- Tokenizers 0.20.0
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Sep 26, 2024
- Updated
- Sep 29, 2024