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---
library_name: peft
license: apache-2.0
base_model: google/mt5-small
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: mt5-lora
results: []
---
<!-- 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. -->
# mt5-lora
This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 4.3226
- Rouge1: 7.8216
- Rouge2: 1.0545
- Rougel: 6.1432
- Rougelsum: 6.1446
## 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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 6
### Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
| 23.4174 | 0.0160 | 5 | 11.5276 | 0.5512 | 0.0509 | 0.5083 | 0.5105 |
| 20.8541 | 0.0319 | 10 | 11.3887 | 0.5208 | 0.0420 | 0.4838 | 0.4806 |
| 19.7415 | 0.0479 | 15 | 11.2833 | 0.5674 | 0.0379 | 0.5039 | 0.5039 |
| 22.3202 | 0.0639 | 20 | 11.1524 | 0.6424 | 0.0488 | 0.5638 | 0.5599 |
| 19.664 | 0.0799 | 25 | 11.0473 | 0.6588 | 0.0387 | 0.5976 | 0.5910 |
| 19.8018 | 0.0958 | 30 | 11.0452 | 0.6368 | 0.0306 | 0.5833 | 0.5773 |
| 19.3572 | 0.1118 | 35 | 11.0515 | 0.7488 | 0.0299 | 0.6835 | 0.6747 |
| 20.8368 | 0.1278 | 40 | 11.0434 | 0.8070 | 0.0621 | 0.7082 | 0.7025 |
| 22.0695 | 0.1438 | 45 | 10.9605 | 0.7058 | 0.0380 | 0.6236 | 0.6165 |
| 20.6973 | 0.1597 | 50 | 10.9030 | 0.7250 | 0.0346 | 0.6444 | 0.6367 |
| 20.2663 | 0.1757 | 55 | 10.7690 | 0.8067 | 0.0531 | 0.7106 | 0.7034 |
| 22.5977 | 0.1917 | 60 | 10.6166 | 0.8258 | 0.0646 | 0.7409 | 0.7427 |
| 17.239 | 0.2077 | 65 | 10.4542 | 0.8013 | 0.0736 | 0.7240 | 0.7238 |
| 19.9696 | 0.2236 | 70 | 10.2183 | 0.8306 | 0.0737 | 0.7532 | 0.7495 |
| 15.8901 | 0.2396 | 75 | 10.0682 | 0.8198 | 0.0683 | 0.7315 | 0.7295 |
| 15.3968 | 0.2556 | 80 | 9.9389 | 0.8226 | 0.0519 | 0.7350 | 0.7343 |
| 21.1744 | 0.2716 | 85 | 9.8182 | 0.8582 | 0.0829 | 0.7680 | 0.7633 |
| 19.8718 | 0.2875 | 90 | 9.7245 | 0.8604 | 0.0792 | 0.7585 | 0.7592 |
| 16.4366 | 0.3035 | 95 | 9.6151 | 0.8401 | 0.0741 | 0.7469 | 0.7479 |
| 17.3532 | 0.3195 | 100 | 9.5204 | 0.8644 | 0.0742 | 0.7623 | 0.7632 |
| 17.0363 | 0.3355 | 105 | 9.4045 | 0.9015 | 0.0792 | 0.8096 | 0.8049 |
| 18.5648 | 0.3514 | 110 | 9.2755 | 0.9620 | 0.0864 | 0.8438 | 0.8439 |
| 16.616 | 0.3674 | 115 | 9.1327 | 0.9881 | 0.0735 | 0.8607 | 0.8568 |
| 14.493 | 0.3834 | 120 | 8.9794 | 0.9963 | 0.0696 | 0.8583 | 0.8565 |
| 14.9013 | 0.3994 | 125 | 8.8291 | 1.0745 | 0.0856 | 0.9557 | 0.9567 |
| 13.4762 | 0.4153 | 130 | 8.6996 | 1.0927 | 0.1052 | 0.9579 | 0.9509 |
| 14.4945 | 0.4313 | 135 | 8.5736 | 1.1429 | 0.1006 | 1.0144 | 1.0141 |
| 13.5679 | 0.4473 | 140 | 8.4425 | 1.1295 | 0.0912 | 0.9998 | 0.9994 |
| 15.0019 | 0.4633 | 145 | 8.2860 | 1.1883 | 0.0962 | 1.0700 | 1.0662 |
| 14.1212 | 0.4792 | 150 | 8.1218 | 1.3312 | 0.1006 | 1.1960 | 1.1942 |
| 12.7002 | 0.4952 | 155 | 7.9539 | 1.4626 | 0.1199 | 1.2780 | 1.2770 |
| 13.1474 | 0.5112 | 160 | 7.7965 | 1.3940 | 0.1190 | 1.2474 | 1.2436 |
| 14.5109 | 0.5272 | 165 | 7.6643 | 1.6103 | 0.1058 | 1.4796 | 1.4798 |
| 12.6913 | 0.5431 | 170 | 7.5470 | 1.7523 | 0.1230 | 1.5815 | 1.5751 |
| 11.4756 | 0.5591 | 175 | 7.4656 | 1.9158 | 0.1608 | 1.7088 | 1.7119 |
| 11.9234 | 0.5751 | 180 | 7.3834 | 1.9540 | 0.1774 | 1.7611 | 1.7598 |
| 11.0724 | 0.5911 | 185 | 7.2629 | 1.9871 | 0.1552 | 1.7926 | 1.7887 |
| 11.6507 | 0.6070 | 190 | 7.1034 | 1.9782 | 0.1410 | 1.7966 | 1.7902 |
| 11.9906 | 0.6230 | 195 | 6.9759 | 2.2038 | 0.1563 | 1.9806 | 1.9726 |
| 10.8749 | 0.6390 | 200 | 6.8845 | 2.2981 | 0.1679 | 2.0372 | 2.0295 |
| 10.6337 | 0.6550 | 205 | 6.8046 | 2.3401 | 0.1510 | 2.0842 | 2.0849 |
| 10.4566 | 0.6709 | 210 | 6.7251 | 2.4901 | 0.1521 | 2.2305 | 2.2257 |
| 10.3598 | 0.6869 | 215 | 6.6457 | 2.7227 | 0.1648 | 2.4467 | 2.4454 |
| 9.4165 | 0.7029 | 220 | 6.5906 | 2.8052 | 0.1248 | 2.5173 | 2.5198 |
| 9.4989 | 0.7188 | 225 | 6.5359 | 3.1011 | 0.1626 | 2.8119 | 2.8119 |
| 9.1349 | 0.7348 | 230 | 6.4783 | 3.2991 | 0.2224 | 2.9851 | 2.9873 |
| 9.7813 | 0.7508 | 235 | 6.4346 | 3.2898 | 0.1813 | 2.9987 | 3.0018 |
| 8.7862 | 0.7668 | 240 | 6.3906 | 3.2366 | 0.1717 | 2.9376 | 2.9315 |
| 8.5808 | 0.7827 | 245 | 6.3494 | 3.4441 | 0.1838 | 3.1485 | 3.1404 |
| 8.3688 | 0.7987 | 250 | 6.3160 | 3.4652 | 0.2120 | 3.0932 | 3.0858 |
| 7.8728 | 0.8147 | 255 | 6.1939 | 3.5126 | 0.2161 | 3.1197 | 3.1101 |
| 7.7791 | 0.8307 | 260 | 6.0422 | 3.5680 | 0.2148 | 3.2478 | 3.2502 |
| 7.6755 | 0.8466 | 265 | 5.9109 | 3.4946 | 0.2339 | 3.1731 | 3.1703 |
| 7.4162 | 0.8626 | 270 | 5.8052 | 3.5776 | 0.2309 | 3.2148 | 3.2215 |
| 7.2342 | 0.8786 | 275 | 5.7194 | 3.3818 | 0.1998 | 3.0493 | 3.0476 |
| 7.1504 | 0.8946 | 280 | 5.6598 | 3.1740 | 0.1684 | 2.8844 | 2.8834 |
| 7.0159 | 0.9105 | 285 | 5.6208 | 2.9711 | 0.1415 | 2.7126 | 2.7104 |
| 7.1424 | 0.9265 | 290 | 5.5964 | 2.7683 | 0.0634 | 2.5813 | 2.5837 |
| 6.7451 | 0.9425 | 295 | 5.5818 | 2.7456 | 0.0568 | 2.5982 | 2.5947 |
| 6.7401 | 0.9585 | 300 | 5.5601 | 2.6545 | 0.0280 | 2.5506 | 2.5347 |
| 6.7725 | 0.9744 | 305 | 5.5474 | 2.6375 | 0.0225 | 2.5254 | 2.5062 |
| 6.6 | 0.9904 | 310 | 5.5262 | 2.6241 | 0.0318 | 2.5260 | 2.5160 |
| 6.7553 | 1.0064 | 315 | 5.5075 | 2.7581 | 0.0752 | 2.6420 | 2.6236 |
| 6.7118 | 1.0224 | 320 | 5.4911 | 2.8034 | 0.0704 | 2.6557 | 2.6419 |
| 6.5138 | 1.0383 | 325 | 5.4664 | 2.8934 | 0.0729 | 2.7440 | 2.7363 |
| 6.3071 | 1.0543 | 330 | 5.4398 | 2.9828 | 0.0718 | 2.8381 | 2.8348 |
| 6.2783 | 1.0703 | 335 | 5.4021 | 3.0171 | 0.0941 | 2.8712 | 2.8618 |
| 6.1266 | 1.0863 | 340 | 5.3589 | 3.1202 | 0.1625 | 2.9845 | 2.9727 |
| 6.1881 | 1.1022 | 345 | 5.3167 | 3.3116 | 0.2156 | 3.1289 | 3.1196 |
| 6.2642 | 1.1182 | 350 | 5.2739 | 3.4642 | 0.2852 | 3.2263 | 3.2161 |
| 6.146 | 1.1342 | 355 | 5.2336 | 3.5524 | 0.2905 | 3.2935 | 3.2832 |
| 6.1432 | 1.1502 | 360 | 5.1949 | 3.6599 | 0.2973 | 3.4063 | 3.3878 |
| 5.9649 | 1.1661 | 365 | 5.1552 | 3.7014 | 0.3259 | 3.4428 | 3.4269 |
| 6.2828 | 1.1821 | 370 | 5.1219 | 3.8202 | 0.3492 | 3.5719 | 3.5633 |
| 5.9083 | 1.1981 | 375 | 5.0893 | 4.0190 | 0.3812 | 3.7140 | 3.7099 |
| 5.9194 | 1.2141 | 380 | 5.0534 | 4.2639 | 0.4082 | 3.9475 | 3.9430 |
| 5.8114 | 1.2300 | 385 | 5.0187 | 4.4058 | 0.4498 | 4.0691 | 4.0584 |
| 5.9099 | 1.2460 | 390 | 4.9859 | 4.6188 | 0.4248 | 4.2003 | 4.1816 |
| 6.9239 | 1.2620 | 395 | 4.9597 | 4.6864 | 0.3851 | 4.2822 | 4.2767 |
| 5.8784 | 1.2780 | 400 | 4.9367 | 4.7774 | 0.4615 | 4.3299 | 4.3268 |
| 5.6944 | 1.2939 | 405 | 4.9154 | 4.7518 | 0.4225 | 4.2943 | 4.2835 |
| 5.7841 | 1.3099 | 410 | 4.8942 | 5.0763 | 0.5001 | 4.5626 | 4.5506 |
| 5.4959 | 1.3259 | 415 | 4.8727 | 5.1974 | 0.4848 | 4.6204 | 4.6136 |
| 5.7918 | 1.3419 | 420 | 4.8514 | 5.3658 | 0.5150 | 4.7269 | 4.7229 |
| 5.564 | 1.3578 | 425 | 4.8315 | 5.4525 | 0.5188 | 4.7995 | 4.7949 |
| 5.7502 | 1.3738 | 430 | 4.8120 | 5.5823 | 0.5460 | 4.8396 | 4.8402 |
| 5.7183 | 1.3898 | 435 | 4.7962 | 5.6605 | 0.5128 | 4.9291 | 4.9355 |
| 5.6075 | 1.4058 | 440 | 4.7827 | 5.8504 | 0.5399 | 5.0957 | 5.0945 |
| 5.4517 | 1.4217 | 445 | 4.7698 | 5.9596 | 0.5882 | 5.0729 | 5.0818 |
| 5.5904 | 1.4377 | 450 | 4.7567 | 6.3422 | 0.6041 | 5.3449 | 5.3427 |
| 5.5302 | 1.4537 | 455 | 4.7425 | 6.5357 | 0.6688 | 5.4570 | 5.4494 |
| 5.4474 | 1.4696 | 460 | 4.7274 | 6.6389 | 0.6350 | 5.5574 | 5.5418 |
| 5.5081 | 1.4856 | 465 | 4.7142 | 6.7687 | 0.7230 | 5.6597 | 5.6488 |
| 5.7388 | 1.5016 | 470 | 4.7033 | 6.7877 | 0.6756 | 5.6965 | 5.6844 |
| 5.7518 | 1.5176 | 475 | 4.6940 | 6.7742 | 0.6820 | 5.6947 | 5.6833 |
| 5.9692 | 1.5335 | 480 | 4.6832 | 6.7753 | 0.6728 | 5.7376 | 5.7326 |
| 5.5493 | 1.5495 | 485 | 4.6752 | 6.7782 | 0.6779 | 5.7264 | 5.7236 |
| 5.4517 | 1.5655 | 490 | 4.6660 | 6.7433 | 0.6677 | 5.6678 | 5.6627 |
| 5.4072 | 1.5815 | 495 | 4.6544 | 6.7451 | 0.6685 | 5.6435 | 5.6459 |
| 5.3341 | 1.5974 | 500 | 4.6415 | 6.7146 | 0.6591 | 5.6348 | 5.6298 |
| 5.5638 | 1.6134 | 505 | 4.6278 | 6.9514 | 0.7494 | 5.7740 | 5.7623 |
| 5.4438 | 1.6294 | 510 | 4.6193 | 6.9315 | 0.7450 | 5.8160 | 5.8072 |
| 5.2225 | 1.6454 | 515 | 4.6121 | 7.0183 | 0.7255 | 5.8563 | 5.8436 |
| 5.3059 | 1.6613 | 520 | 4.6048 | 7.0723 | 0.7431 | 5.9316 | 5.9195 |
| 5.249 | 1.6773 | 525 | 4.5995 | 7.1713 | 0.7601 | 6.0056 | 5.9905 |
| 5.4208 | 1.6933 | 530 | 4.5945 | 7.2201 | 0.7667 | 5.9700 | 5.9527 |
| 5.8052 | 1.7093 | 535 | 4.5898 | 7.2075 | 0.7749 | 5.9898 | 5.9838 |
| 5.5609 | 1.7252 | 540 | 4.5833 | 7.2178 | 0.8101 | 5.9825 | 5.9742 |
| 5.3695 | 1.7412 | 545 | 4.5759 | 7.1889 | 0.8046 | 5.9291 | 5.9202 |
| 5.3855 | 1.7572 | 550 | 4.5688 | 7.2416 | 0.8298 | 6.0218 | 6.0193 |
| 5.2254 | 1.7732 | 555 | 4.5620 | 7.1364 | 0.7926 | 5.9165 | 5.9173 |
| 5.2946 | 1.7891 | 560 | 4.5562 | 7.1300 | 0.8436 | 5.8809 | 5.8734 |
| 5.1469 | 1.8051 | 565 | 4.5523 | 7.0630 | 0.8550 | 5.8875 | 5.8791 |
| 5.4316 | 1.8211 | 570 | 4.5476 | 7.1515 | 0.8185 | 5.8968 | 5.9001 |
| 5.4154 | 1.8371 | 575 | 4.5434 | 7.0949 | 0.8109 | 5.8768 | 5.8783 |
| 5.3236 | 1.8530 | 580 | 4.5393 | 7.0200 | 0.8220 | 5.8357 | 5.8337 |
| 5.3977 | 1.8690 | 585 | 4.5353 | 6.8813 | 0.7518 | 5.7547 | 5.7480 |
| 5.231 | 1.8850 | 590 | 4.5306 | 6.9975 | 0.8231 | 5.8376 | 5.8361 |
| 5.1977 | 1.9010 | 595 | 4.5253 | 6.9867 | 0.7840 | 5.7865 | 5.7865 |
| 5.1508 | 1.9169 | 600 | 4.5183 | 6.9963 | 0.7654 | 5.7866 | 5.7769 |
| 5.3122 | 1.9329 | 605 | 4.5135 | 7.0253 | 0.7531 | 5.8269 | 5.8236 |
| 5.2965 | 1.9489 | 610 | 4.5090 | 7.1005 | 0.7956 | 5.8740 | 5.8678 |
| 5.2763 | 1.9649 | 615 | 4.5049 | 7.2127 | 0.8061 | 5.9695 | 5.9634 |
| 5.197 | 1.9808 | 620 | 4.5003 | 7.2466 | 0.8646 | 5.9926 | 5.9920 |
| 5.06 | 1.9968 | 625 | 4.4960 | 7.1826 | 0.8737 | 5.9518 | 5.9560 |
| 5.197 | 2.0128 | 630 | 4.4950 | 7.1843 | 0.8755 | 5.9126 | 5.9132 |
| 5.1263 | 2.0288 | 635 | 4.4935 | 7.2493 | 0.8757 | 5.9768 | 5.9753 |
| 5.2239 | 2.0447 | 640 | 4.4904 | 7.1220 | 0.8488 | 5.8750 | 5.8761 |
| 5.4354 | 2.0607 | 645 | 4.4874 | 7.1138 | 0.8524 | 5.8486 | 5.8486 |
| 5.8528 | 2.0767 | 650 | 4.4851 | 7.1801 | 0.8384 | 5.9110 | 5.9093 |
| 5.1073 | 2.0927 | 655 | 4.4841 | 7.1465 | 0.8200 | 5.8586 | 5.8598 |
| 5.2021 | 2.1086 | 660 | 4.4827 | 7.1738 | 0.8648 | 5.9139 | 5.9107 |
| 5.2228 | 2.1246 | 665 | 4.4818 | 7.1615 | 0.8452 | 5.8823 | 5.8806 |
| 5.1512 | 2.1406 | 670 | 4.4792 | 7.2016 | 0.8799 | 5.9256 | 5.9243 |
| 5.0959 | 2.1565 | 675 | 4.4749 | 7.2563 | 0.8906 | 5.9145 | 5.9190 |
| 5.0816 | 2.1725 | 680 | 4.4706 | 7.2635 | 0.9198 | 5.9403 | 5.9434 |
| 5.2325 | 2.1885 | 685 | 4.4672 | 7.2539 | 0.8930 | 5.9365 | 5.9373 |
| 5.2439 | 2.2045 | 690 | 4.4647 | 7.1329 | 0.8859 | 5.8597 | 5.8618 |
| 5.3669 | 2.2204 | 695 | 4.4639 | 7.1435 | 0.8830 | 5.8719 | 5.8697 |
| 5.1739 | 2.2364 | 700 | 4.4615 | 7.1627 | 0.8747 | 5.9314 | 5.9293 |
| 5.1589 | 2.2524 | 705 | 4.4581 | 7.1976 | 0.8329 | 5.9189 | 5.9181 |
| 5.0201 | 2.2684 | 710 | 4.4548 | 7.1503 | 0.8330 | 5.8295 | 5.8288 |
| 5.1782 | 2.2843 | 715 | 4.4524 | 7.0478 | 0.8211 | 5.7872 | 5.7877 |
| 5.4161 | 2.3003 | 720 | 4.4512 | 7.0227 | 0.8004 | 5.7695 | 5.7741 |
| 5.2066 | 2.3163 | 725 | 4.4483 | 7.0058 | 0.8090 | 5.7595 | 5.7571 |
| 5.2428 | 2.3323 | 730 | 4.4456 | 6.9623 | 0.8100 | 5.7154 | 5.7128 |
| 5.2263 | 2.3482 | 735 | 4.4429 | 7.0183 | 0.8002 | 5.7599 | 5.7542 |
| 5.1332 | 2.3642 | 740 | 4.4402 | 7.1283 | 0.8214 | 5.8456 | 5.8473 |
| 5.2223 | 2.3802 | 745 | 4.4370 | 7.1333 | 0.8331 | 5.8713 | 5.8781 |
| 5.0942 | 2.3962 | 750 | 4.4358 | 7.2237 | 0.8484 | 5.9213 | 5.9230 |
| 5.1686 | 2.4121 | 755 | 4.4354 | 7.2068 | 0.8469 | 5.9262 | 5.9210 |
| 5.1731 | 2.4281 | 760 | 4.4340 | 7.2619 | 0.8603 | 5.9468 | 5.9409 |
| 5.1303 | 2.4441 | 765 | 4.4309 | 7.2012 | 0.8455 | 5.8986 | 5.8969 |
| 4.9487 | 2.4601 | 770 | 4.4286 | 7.1008 | 0.8057 | 5.8042 | 5.8038 |
| 5.0781 | 2.4760 | 775 | 4.4271 | 7.0506 | 0.7662 | 5.7615 | 5.7577 |
| 5.1239 | 2.4920 | 780 | 4.4255 | 7.0936 | 0.8019 | 5.8001 | 5.7966 |
| 5.0973 | 2.5080 | 785 | 4.4233 | 7.1104 | 0.8471 | 5.8333 | 5.8377 |
| 5.047 | 2.5240 | 790 | 4.4226 | 7.1011 | 0.8421 | 5.8017 | 5.8025 |
| 5.1145 | 2.5399 | 795 | 4.4214 | 7.1758 | 0.8452 | 5.8921 | 5.8885 |
| 5.1569 | 2.5559 | 800 | 4.4199 | 7.2287 | 0.8429 | 5.9401 | 5.9358 |
| 5.0929 | 2.5719 | 805 | 4.4186 | 7.2605 | 0.8465 | 5.9684 | 5.9706 |
| 4.9979 | 2.5879 | 810 | 4.4167 | 7.2952 | 0.8723 | 5.9564 | 5.9586 |
| 5.2416 | 2.6038 | 815 | 4.4148 | 7.3345 | 0.8723 | 5.9941 | 5.9916 |
| 5.1275 | 2.6198 | 820 | 4.4122 | 7.3157 | 0.8731 | 5.9902 | 5.9799 |
| 5.0442 | 2.6358 | 825 | 4.4109 | 7.3031 | 0.8777 | 5.9888 | 5.9800 |
| 5.02 | 2.6518 | 830 | 4.4111 | 7.3503 | 0.8800 | 6.0046 | 5.9926 |
| 5.0734 | 2.6677 | 835 | 4.4122 | 7.3183 | 0.8784 | 5.9362 | 5.9262 |
| 5.078 | 2.6837 | 840 | 4.4128 | 7.3182 | 0.8817 | 5.9506 | 5.9443 |
| 4.9815 | 2.6997 | 845 | 4.4116 | 7.2872 | 0.9068 | 5.9426 | 5.9339 |
| 4.9768 | 2.7157 | 850 | 4.4089 | 7.3339 | 0.8839 | 6.0006 | 5.9917 |
| 5.032 | 2.7316 | 855 | 4.4048 | 7.3529 | 0.8972 | 6.0608 | 6.0543 |
| 5.025 | 2.7476 | 860 | 4.4027 | 7.3729 | 0.9448 | 6.0690 | 6.0629 |
| 5.0341 | 2.7636 | 865 | 4.4008 | 7.2963 | 0.9054 | 6.0141 | 6.0132 |
| 4.9091 | 2.7796 | 870 | 4.4007 | 7.2958 | 0.8849 | 6.0324 | 6.0364 |
| 5.0662 | 2.7955 | 875 | 4.4016 | 7.3117 | 0.8884 | 6.0305 | 6.0244 |
| 5.2129 | 2.8115 | 880 | 4.4022 | 7.2543 | 0.8930 | 5.9937 | 5.9829 |
| 5.1673 | 2.8275 | 885 | 4.4010 | 7.3243 | 0.8953 | 6.0491 | 6.0441 |
| 5.0533 | 2.8435 | 890 | 4.3979 | 7.2927 | 0.8748 | 6.0153 | 6.0086 |
| 5.0917 | 2.8594 | 895 | 4.3944 | 7.3091 | 0.9064 | 6.0178 | 6.0094 |
| 5.2621 | 2.8754 | 900 | 4.3935 | 7.2308 | 0.8968 | 5.9607 | 5.9525 |
| 4.9642 | 2.8914 | 905 | 4.3933 | 7.2551 | 0.8896 | 5.9743 | 5.9692 |
| 5.013 | 2.9073 | 910 | 4.3922 | 7.2437 | 0.8894 | 5.9721 | 5.9652 |
| 5.0455 | 2.9233 | 915 | 4.3906 | 7.2870 | 0.9207 | 5.9824 | 5.9747 |
| 5.1566 | 2.9393 | 920 | 4.3894 | 7.3241 | 0.9130 | 6.0086 | 5.9984 |
| 5.1624 | 2.9553 | 925 | 4.3892 | 7.3109 | 0.9082 | 5.9725 | 5.9633 |
| 4.9393 | 2.9712 | 930 | 4.3880 | 7.3367 | 0.9046 | 5.9947 | 5.9904 |
| 5.0442 | 2.9872 | 935 | 4.3868 | 7.3301 | 0.8972 | 5.9785 | 5.9684 |
| 5.1003 | 3.0032 | 940 | 4.3850 | 7.2628 | 0.8845 | 5.9464 | 5.9399 |
| 5.0953 | 3.0192 | 945 | 4.3836 | 7.2418 | 0.8976 | 5.9284 | 5.9251 |
| 5.0498 | 3.0351 | 950 | 4.3827 | 7.2159 | 0.8875 | 5.8910 | 5.8869 |
| 4.9049 | 3.0511 | 955 | 4.3810 | 7.2497 | 0.9309 | 5.9163 | 5.9116 |
| 5.1671 | 3.0671 | 960 | 4.3788 | 7.2706 | 0.9297 | 5.9437 | 5.9386 |
| 5.039 | 3.0831 | 965 | 4.3772 | 7.2784 | 0.9169 | 5.9150 | 5.9039 |
| 4.9631 | 3.0990 | 970 | 4.3764 | 7.2486 | 0.9009 | 5.8804 | 5.8762 |
| 5.0452 | 3.1150 | 975 | 4.3759 | 7.2401 | 0.8922 | 5.8692 | 5.8657 |
| 5.0414 | 3.1310 | 980 | 4.3750 | 7.2768 | 0.8755 | 5.9131 | 5.9067 |
| 5.0543 | 3.1470 | 985 | 4.3746 | 7.3163 | 0.9281 | 5.9206 | 5.9190 |
| 5.0062 | 3.1629 | 990 | 4.3747 | 7.4349 | 0.9639 | 6.0304 | 6.0215 |
| 5.0441 | 3.1789 | 995 | 4.3762 | 7.4030 | 0.9699 | 6.0210 | 6.0136 |
| 5.0549 | 3.1949 | 1000 | 4.3763 | 7.4348 | 0.9795 | 6.0078 | 6.0003 |
| 4.8066 | 3.2109 | 1005 | 4.3762 | 7.3923 | 0.9642 | 5.9953 | 5.9818 |
| 4.9398 | 3.2268 | 1010 | 4.3762 | 7.3906 | 0.9577 | 5.9968 | 5.9852 |
| 4.9251 | 3.2428 | 1015 | 4.3758 | 7.4300 | 0.9411 | 6.0545 | 6.0482 |
| 4.9915 | 3.2588 | 1020 | 4.3758 | 7.4863 | 0.9828 | 6.0976 | 6.0841 |
| 5.0957 | 3.2748 | 1025 | 4.3752 | 7.4985 | 0.9803 | 6.1357 | 6.1216 |
| 5.1146 | 3.2907 | 1030 | 4.3740 | 7.5046 | 0.9575 | 6.1345 | 6.1203 |
| 5.1074 | 3.3067 | 1035 | 4.3727 | 7.5027 | 0.9469 | 6.0929 | 6.0845 |
| 4.88 | 3.3227 | 1040 | 4.3711 | 7.4661 | 0.9356 | 6.0458 | 6.0364 |
| 4.922 | 3.3387 | 1045 | 4.3693 | 7.4812 | 0.9686 | 6.0729 | 6.0572 |
| 5.0247 | 3.3546 | 1050 | 4.3667 | 7.4387 | 0.9287 | 6.0286 | 6.0156 |
| 4.9925 | 3.3706 | 1055 | 4.3645 | 7.4062 | 0.9259 | 5.9774 | 5.9694 |
| 5.0598 | 3.3866 | 1060 | 4.3631 | 7.4506 | 0.9642 | 5.9859 | 5.9719 |
| 5.1107 | 3.4026 | 1065 | 4.3620 | 7.4497 | 0.9831 | 5.9838 | 5.9676 |
| 5.9375 | 3.4185 | 1070 | 4.3621 | 7.4267 | 0.9827 | 5.9516 | 5.9419 |
| 5.0654 | 3.4345 | 1075 | 4.3630 | 7.4204 | 0.9749 | 5.9540 | 5.9443 |
| 5.0002 | 3.4505 | 1080 | 4.3650 | 7.4044 | 0.9337 | 5.9603 | 5.9516 |
| 4.9958 | 3.4665 | 1085 | 4.3672 | 7.4358 | 0.9545 | 5.9941 | 5.9836 |
| 4.9601 | 3.4824 | 1090 | 4.3681 | 7.4650 | 0.9612 | 6.0129 | 6.0008 |
| 5.0984 | 3.4984 | 1095 | 4.3687 | 7.3706 | 0.9345 | 5.9709 | 5.9548 |
| 5.0266 | 3.5144 | 1100 | 4.3684 | 7.3913 | 0.9382 | 5.9680 | 5.9598 |
| 4.8365 | 3.5304 | 1105 | 4.3686 | 7.3994 | 0.9509 | 5.9680 | 5.9572 |
| 4.8761 | 3.5463 | 1110 | 4.3675 | 7.4688 | 0.9509 | 5.9876 | 5.9789 |
| 4.9711 | 3.5623 | 1115 | 4.3662 | 7.4356 | 0.9500 | 5.9815 | 5.9745 |
| 5.027 | 3.5783 | 1120 | 4.3660 | 7.4089 | 0.9309 | 5.9851 | 5.9710 |
| 4.8545 | 3.5942 | 1125 | 4.3662 | 7.4501 | 0.9371 | 6.0094 | 5.9983 |
| 4.8711 | 3.6102 | 1130 | 4.3666 | 7.4912 | 0.9437 | 6.0361 | 6.0276 |
| 4.9593 | 3.6262 | 1135 | 4.3661 | 7.5101 | 0.9449 | 6.0638 | 6.0620 |
| 5.0499 | 3.6422 | 1140 | 4.3654 | 7.5779 | 0.9641 | 6.0859 | 6.0758 |
| 5.1807 | 3.6581 | 1145 | 4.3647 | 7.6076 | 0.9619 | 6.0981 | 6.0904 |
| 4.9862 | 3.6741 | 1150 | 4.3630 | 7.6010 | 0.9717 | 6.0660 | 6.0576 |
| 4.8606 | 3.6901 | 1155 | 4.3617 | 7.5719 | 0.9763 | 6.0416 | 6.0323 |
| 5.1017 | 3.7061 | 1160 | 4.3609 | 7.5500 | 0.9730 | 6.0361 | 6.0249 |
| 5.145 | 3.7220 | 1165 | 4.3596 | 7.5079 | 0.9484 | 5.9961 | 5.9835 |
| 5.0378 | 3.7380 | 1170 | 4.3590 | 7.4708 | 0.9639 | 5.9879 | 5.9769 |
| 5.1457 | 3.7540 | 1175 | 4.3584 | 7.4506 | 0.9670 | 5.9667 | 5.9589 |
| 4.8238 | 3.7700 | 1180 | 4.3572 | 7.5186 | 0.9703 | 5.9893 | 5.9760 |
| 5.0649 | 3.7859 | 1185 | 4.3552 | 7.5171 | 0.9449 | 5.9562 | 5.9513 |
| 5.2019 | 3.8019 | 1190 | 4.3540 | 7.5922 | 0.9901 | 6.0043 | 5.9924 |
| 4.9544 | 3.8179 | 1195 | 4.3534 | 7.6158 | 0.9749 | 5.9965 | 5.9857 |
| 5.0737 | 3.8339 | 1200 | 4.3523 | 7.6583 | 0.9888 | 6.0326 | 6.0217 |
| 5.0164 | 3.8498 | 1205 | 4.3516 | 7.6724 | 0.9962 | 6.0160 | 6.0052 |
| 5.0842 | 3.8658 | 1210 | 4.3509 | 7.5698 | 0.9960 | 5.9851 | 5.9752 |
| 4.8723 | 3.8818 | 1215 | 4.3501 | 7.5539 | 0.9918 | 5.9883 | 5.9771 |
| 4.9591 | 3.8978 | 1220 | 4.3497 | 7.4666 | 0.9714 | 5.9291 | 5.9206 |
| 4.9407 | 3.9137 | 1225 | 4.3491 | 7.4850 | 0.9716 | 5.9482 | 5.9378 |
| 4.9529 | 3.9297 | 1230 | 4.3488 | 7.4749 | 0.9759 | 5.9510 | 5.9453 |
| 4.7896 | 3.9457 | 1235 | 4.3486 | 7.4730 | 0.9514 | 5.9567 | 5.9470 |
| 4.9939 | 3.9617 | 1240 | 4.3479 | 7.4929 | 0.9907 | 5.9980 | 5.9886 |
| 4.9954 | 3.9776 | 1245 | 4.3468 | 7.5651 | 1.0185 | 6.0080 | 6.0022 |
| 5.0677 | 3.9936 | 1250 | 4.3460 | 7.5604 | 1.0443 | 6.0228 | 6.0100 |
| 4.8667 | 4.0096 | 1255 | 4.3460 | 7.5730 | 1.0380 | 6.0162 | 6.0022 |
| 4.9784 | 4.0256 | 1260 | 4.3454 | 7.5657 | 1.0282 | 5.9908 | 5.9860 |
| 4.8794 | 4.0415 | 1265 | 4.3447 | 7.5704 | 1.0411 | 5.9863 | 5.9772 |
| 4.9753 | 4.0575 | 1270 | 4.3439 | 7.5492 | 0.9916 | 5.9362 | 5.9300 |
| 4.8115 | 4.0735 | 1275 | 4.3434 | 7.5454 | 0.9888 | 5.9454 | 5.9433 |
| 4.9679 | 4.0895 | 1280 | 4.3421 | 7.5914 | 1.0105 | 5.9620 | 5.9625 |
| 4.9535 | 4.1054 | 1285 | 4.3412 | 7.6417 | 1.0420 | 5.9848 | 5.9852 |
| 5.0465 | 4.1214 | 1290 | 4.3410 | 7.6500 | 1.0408 | 5.9770 | 5.9797 |
| 4.9678 | 4.1374 | 1295 | 4.3407 | 7.6556 | 1.0283 | 5.9699 | 5.9734 |
| 4.8975 | 4.1534 | 1300 | 4.3408 | 7.6201 | 1.0222 | 5.9561 | 5.9589 |
| 5.073 | 4.1693 | 1305 | 4.3405 | 7.6351 | 1.0144 | 5.9511 | 5.9503 |
| 5.0291 | 4.1853 | 1310 | 4.3398 | 7.6253 | 1.0094 | 5.9875 | 5.9866 |
| 4.7808 | 4.2013 | 1315 | 4.3404 | 7.6265 | 1.0080 | 5.9924 | 5.9872 |
| 5.0118 | 4.2173 | 1320 | 4.3406 | 7.6036 | 1.0131 | 5.9951 | 5.9944 |
| 4.9147 | 4.2332 | 1325 | 4.3408 | 7.6478 | 1.0060 | 5.9993 | 5.9963 |
| 5.2196 | 4.2492 | 1330 | 4.3409 | 7.6920 | 1.0183 | 6.0359 | 6.0368 |
| 4.7923 | 4.2652 | 1335 | 4.3402 | 7.7291 | 1.0206 | 6.0770 | 6.0775 |
| 5.2416 | 4.2812 | 1340 | 4.3389 | 7.7189 | 1.0336 | 6.0734 | 6.0690 |
| 4.9129 | 4.2971 | 1345 | 4.3371 | 7.7187 | 1.0641 | 6.0790 | 6.0741 |
| 4.8426 | 4.3131 | 1350 | 4.3360 | 7.7236 | 1.0619 | 6.0650 | 6.0600 |
| 4.9097 | 4.3291 | 1355 | 4.3350 | 7.7200 | 1.0503 | 6.0460 | 6.0423 |
| 4.812 | 4.3450 | 1360 | 4.3344 | 7.7144 | 1.0565 | 6.0526 | 6.0517 |
| 5.01 | 4.3610 | 1365 | 4.3338 | 7.7116 | 1.0388 | 6.0731 | 6.0710 |
| 4.8906 | 4.3770 | 1370 | 4.3326 | 7.7511 | 1.0446 | 6.0964 | 6.0925 |
| 4.9873 | 4.3930 | 1375 | 4.3326 | 7.7392 | 1.0728 | 6.0972 | 6.0944 |
| 4.8922 | 4.4089 | 1380 | 4.3326 | 7.6930 | 1.0453 | 6.0528 | 6.0544 |
| 5.0074 | 4.4249 | 1385 | 4.3323 | 7.6723 | 1.0509 | 6.0698 | 6.0709 |
| 4.9939 | 4.4409 | 1390 | 4.3318 | 7.6901 | 1.0595 | 6.0942 | 6.0909 |
| 5.023 | 4.4569 | 1395 | 4.3318 | 7.7283 | 1.0458 | 6.1093 | 6.1050 |
| 4.8076 | 4.4728 | 1400 | 4.3317 | 7.6976 | 1.0719 | 6.0941 | 6.0859 |
| 5.1418 | 4.4888 | 1405 | 4.3321 | 7.7327 | 1.0791 | 6.0838 | 6.0748 |
| 4.8614 | 4.5048 | 1410 | 4.3321 | 7.5965 | 1.0139 | 6.0089 | 6.0025 |
| 4.8516 | 4.5208 | 1415 | 4.3322 | 7.6741 | 1.0467 | 6.0436 | 6.0375 |
| 5.1611 | 4.5367 | 1420 | 4.3331 | 7.6540 | 1.0297 | 6.0385 | 6.0298 |
| 4.8864 | 4.5527 | 1425 | 4.3332 | 7.6279 | 1.0335 | 6.0205 | 6.0106 |
| 5.0181 | 4.5687 | 1430 | 4.3328 | 7.6939 | 1.0702 | 6.0759 | 6.0756 |
| 5.1197 | 4.5847 | 1435 | 4.3319 | 7.7408 | 1.0965 | 6.1116 | 6.1082 |
| 5.03 | 4.6006 | 1440 | 4.3315 | 7.7497 | 1.0758 | 6.1203 | 6.1149 |
| 4.8272 | 4.6166 | 1445 | 4.3318 | 7.7247 | 1.0643 | 6.1007 | 6.0937 |
| 4.8669 | 4.6326 | 1450 | 4.3319 | 7.7556 | 1.0908 | 6.1252 | 6.1205 |
| 4.9243 | 4.6486 | 1455 | 4.3316 | 7.7401 | 1.0920 | 6.1078 | 6.1052 |
| 4.9354 | 4.6645 | 1460 | 4.3311 | 7.7599 | 1.0710 | 6.1272 | 6.1201 |
| 4.9087 | 4.6805 | 1465 | 4.3312 | 7.7357 | 1.0748 | 6.1100 | 6.1019 |
| 5.0466 | 4.6965 | 1470 | 4.3313 | 7.7241 | 1.0440 | 6.0772 | 6.0712 |
| 4.987 | 4.7125 | 1475 | 4.3311 | 7.6894 | 1.0217 | 6.0663 | 6.0653 |
| 5.0424 | 4.7284 | 1480 | 4.3312 | 7.7028 | 1.0257 | 6.0607 | 6.0603 |
| 4.9104 | 4.7444 | 1485 | 4.3314 | 7.7049 | 1.0382 | 6.0579 | 6.0566 |
| 5.4987 | 4.7604 | 1490 | 4.3316 | 7.7122 | 1.0360 | 6.0474 | 6.0392 |
| 4.9413 | 4.7764 | 1495 | 4.3316 | 7.7498 | 1.0150 | 6.0863 | 6.0798 |
| 4.9124 | 4.7923 | 1500 | 4.3321 | 7.7538 | 1.0291 | 6.0791 | 6.0753 |
| 4.8853 | 4.8083 | 1505 | 4.3328 | 7.7532 | 1.0170 | 6.0938 | 6.0888 |
| 4.9113 | 4.8243 | 1510 | 4.3325 | 7.7311 | 1.0010 | 6.0658 | 6.0632 |
| 5.1313 | 4.8403 | 1515 | 4.3322 | 7.7341 | 0.9924 | 6.0552 | 6.0545 |
| 4.9934 | 4.8562 | 1520 | 4.3313 | 7.7445 | 1.0359 | 6.0700 | 6.0630 |
| 4.9148 | 4.8722 | 1525 | 4.3303 | 7.7310 | 1.0531 | 6.0620 | 6.0601 |
| 4.9555 | 4.8882 | 1530 | 4.3295 | 7.7469 | 1.0705 | 6.0964 | 6.0910 |
| 4.7897 | 4.9042 | 1535 | 4.3290 | 7.7583 | 1.0816 | 6.0907 | 6.0861 |
| 5.2209 | 4.9201 | 1540 | 4.3291 | 7.6943 | 1.0308 | 6.0188 | 6.0216 |
| 5.1329 | 4.9361 | 1545 | 4.3293 | 7.7375 | 1.0413 | 6.0539 | 6.0509 |
| 4.9242 | 4.9521 | 1550 | 4.3295 | 7.7516 | 1.0480 | 6.0517 | 6.0544 |
| 4.8293 | 4.9681 | 1555 | 4.3290 | 7.7303 | 1.0457 | 6.0352 | 6.0299 |
| 4.9005 | 4.9840 | 1560 | 4.3285 | 7.7264 | 1.0352 | 6.0264 | 6.0187 |
| 4.9146 | 5.0 | 1565 | 4.3283 | 7.7195 | 1.0331 | 6.0371 | 6.0316 |
| 5.0743 | 5.0160 | 1570 | 4.3279 | 7.7183 | 1.0703 | 6.0462 | 6.0352 |
| 4.8564 | 5.0319 | 1575 | 4.3276 | 7.7294 | 1.0774 | 6.0553 | 6.0465 |
| 4.927 | 5.0479 | 1580 | 4.3274 | 7.7478 | 1.0915 | 6.0644 | 6.0530 |
| 4.7846 | 5.0639 | 1585 | 4.3270 | 7.7938 | 1.1112 | 6.1027 | 6.0903 |
| 5.0363 | 5.0799 | 1590 | 4.3270 | 7.8152 | 1.1145 | 6.1205 | 6.1103 |
| 4.8218 | 5.0958 | 1595 | 4.3269 | 7.7887 | 1.1122 | 6.1028 | 6.0912 |
| 4.9988 | 5.1118 | 1600 | 4.3264 | 7.7989 | 1.0866 | 6.1238 | 6.1106 |
| 5.0564 | 5.1278 | 1605 | 4.3260 | 7.7916 | 1.0738 | 6.1174 | 6.1035 |
| 4.9796 | 5.1438 | 1610 | 4.3261 | 7.7909 | 1.0695 | 6.1230 | 6.1167 |
| 4.9055 | 5.1597 | 1615 | 4.3263 | 7.7884 | 1.0694 | 6.1194 | 6.1151 |
| 5.0426 | 5.1757 | 1620 | 4.3266 | 7.8154 | 1.0780 | 6.1596 | 6.1528 |
| 4.8726 | 5.1917 | 1625 | 4.3268 | 7.8710 | 1.0926 | 6.2040 | 6.1981 |
| 4.9214 | 5.2077 | 1630 | 4.3268 | 7.8670 | 1.0880 | 6.2140 | 6.2059 |
| 4.7925 | 5.2236 | 1635 | 4.3270 | 7.8478 | 1.0920 | 6.1588 | 6.1562 |
| 4.8974 | 5.2396 | 1640 | 4.3270 | 7.8261 | 1.1046 | 6.1584 | 6.1575 |
| 4.942 | 5.2556 | 1645 | 4.3269 | 7.7903 | 1.0984 | 6.1120 | 6.1089 |
| 4.8275 | 5.2716 | 1650 | 4.3267 | 7.8096 | 1.0926 | 6.1156 | 6.1118 |
| 5.2443 | 5.2875 | 1655 | 4.3266 | 7.8066 | 1.0915 | 6.1225 | 6.1208 |
| 4.9792 | 5.3035 | 1660 | 4.3265 | 7.8421 | 1.0884 | 6.1384 | 6.1326 |
| 5.0446 | 5.3195 | 1665 | 4.3264 | 7.8426 | 1.0842 | 6.1409 | 6.1384 |
| 4.9313 | 5.3355 | 1670 | 4.3265 | 7.8642 | 1.0807 | 6.1659 | 6.1570 |
| 4.7981 | 5.3514 | 1675 | 4.3262 | 7.8241 | 1.0759 | 6.1698 | 6.1630 |
| 4.8056 | 5.3674 | 1680 | 4.3258 | 7.8492 | 1.0877 | 6.1975 | 6.1891 |
| 4.9503 | 5.3834 | 1685 | 4.3257 | 7.8797 | 1.0971 | 6.2128 | 6.2035 |
| 4.9289 | 5.3994 | 1690 | 4.3256 | 7.8831 | 1.1095 | 6.2021 | 6.1947 |
| 4.9398 | 5.4153 | 1695 | 4.3256 | 7.8577 | 1.1025 | 6.1788 | 6.1690 |
| 4.8135 | 5.4313 | 1700 | 4.3255 | 7.8440 | 1.0957 | 6.1659 | 6.1589 |
| 4.9993 | 5.4473 | 1705 | 4.3255 | 7.7802 | 1.0757 | 6.1289 | 6.1246 |
| 4.9389 | 5.4633 | 1710 | 4.3253 | 7.7995 | 1.0852 | 6.1398 | 6.1318 |
| 5.1666 | 5.4792 | 1715 | 4.3248 | 7.7675 | 1.0663 | 6.1302 | 6.1217 |
| 4.9146 | 5.4952 | 1720 | 4.3246 | 7.7542 | 1.0510 | 6.1118 | 6.1048 |
| 4.8464 | 5.5112 | 1725 | 4.3245 | 7.7685 | 1.0458 | 6.1273 | 6.1173 |
| 4.9564 | 5.5272 | 1730 | 4.3246 | 7.7701 | 1.0553 | 6.1174 | 6.1098 |
| 4.9375 | 5.5431 | 1735 | 4.3247 | 7.8109 | 1.0601 | 6.1367 | 6.1313 |
| 4.8133 | 5.5591 | 1740 | 4.3249 | 7.8305 | 1.0728 | 6.1654 | 6.1590 |
| 4.912 | 5.5751 | 1745 | 4.3251 | 7.8129 | 1.0629 | 6.1426 | 6.1365 |
| 4.8319 | 5.5911 | 1750 | 4.3251 | 7.8199 | 1.0698 | 6.1581 | 6.1561 |
| 4.9121 | 5.6070 | 1755 | 4.3251 | 7.8372 | 1.0657 | 6.1785 | 6.1737 |
| 4.9906 | 5.6230 | 1760 | 4.3249 | 7.8071 | 1.0540 | 6.1744 | 6.1683 |
| 4.954 | 5.6390 | 1765 | 4.3248 | 7.7878 | 1.0540 | 6.1538 | 6.1520 |
| 5.4461 | 5.6550 | 1770 | 4.3246 | 7.7997 | 1.0543 | 6.1591 | 6.1566 |
| 5.0082 | 5.6709 | 1775 | 4.3242 | 7.8102 | 1.0602 | 6.1712 | 6.1660 |
| 4.7876 | 5.6869 | 1780 | 4.3240 | 7.7923 | 1.0579 | 6.1640 | 6.1587 |
| 4.9822 | 5.7029 | 1785 | 4.3238 | 7.8041 | 1.0695 | 6.1665 | 6.1598 |
| 4.9743 | 5.7188 | 1790 | 4.3238 | 7.8227 | 1.0672 | 6.1718 | 6.1658 |
| 4.7794 | 5.7348 | 1795 | 4.3238 | 7.8236 | 1.0587 | 6.1678 | 6.1618 |
| 4.887 | 5.7508 | 1800 | 4.3238 | 7.8118 | 1.0493 | 6.1490 | 6.1430 |
| 4.9724 | 5.7668 | 1805 | 4.3237 | 7.8100 | 1.0490 | 6.1387 | 6.1352 |
| 4.9202 | 5.7827 | 1810 | 4.3234 | 7.8060 | 1.0534 | 6.1295 | 6.1289 |
| 4.9347 | 5.7987 | 1815 | 4.3232 | 7.8086 | 1.0454 | 6.1371 | 6.1370 |
| 4.8149 | 5.8147 | 1820 | 4.3230 | 7.8131 | 1.0503 | 6.1413 | 6.1411 |
| 4.9697 | 5.8307 | 1825 | 4.3230 | 7.8132 | 1.0503 | 6.1416 | 6.1414 |
| 4.9892 | 5.8466 | 1830 | 4.3229 | 7.8132 | 1.0503 | 6.1416 | 6.1414 |
| 4.8792 | 5.8626 | 1835 | 4.3229 | 7.8264 | 1.0503 | 6.1416 | 6.1413 |
| 4.929 | 5.8786 | 1840 | 4.3228 | 7.8286 | 1.0578 | 6.1372 | 6.1368 |
| 4.9375 | 5.8946 | 1845 | 4.3228 | 7.8286 | 1.0578 | 6.1383 | 6.1387 |
| 4.8564 | 5.9105 | 1850 | 4.3228 | 7.8423 | 1.0575 | 6.1429 | 6.1443 |
| 5.0988 | 5.9265 | 1855 | 4.3227 | 7.8423 | 1.0575 | 6.1429 | 6.1443 |
| 5.0853 | 5.9425 | 1860 | 4.3227 | 7.8217 | 1.0502 | 6.1385 | 6.1409 |
| 5.1103 | 5.9585 | 1865 | 4.3227 | 7.8216 | 1.0545 | 6.1432 | 6.1446 |
| 4.8901 | 5.9744 | 1870 | 4.3227 | 7.8216 | 1.0545 | 6.1432 | 6.1446 |
| 4.8509 | 5.9904 | 1875 | 4.3226 | 7.8216 | 1.0545 | 6.1432 | 6.1446 |
### Framework versions
- PEFT 0.14.0
- Transformers 4.49.0
- Pytorch 2.6.0+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0 |