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---
base_model: meta-llama/Meta-Llama-3.1-8B
license: llama3.1
tags:
- generated_from_trainer
model-index:
- name: llama3-prot_drug_v2
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. -->
# llama3-prot_drug_v2
This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 6.2640
## 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-07
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 64
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 150
- training_steps: 10000
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 10.7153 | 0.001 | 10 | 10.7478 |
| 10.8484 | 0.002 | 20 | 10.7517 |
| 10.7727 | 0.003 | 30 | 10.7217 |
| 10.6983 | 0.004 | 40 | 10.6736 |
| 10.4947 | 0.005 | 50 | 10.5232 |
| 10.3766 | 0.006 | 60 | 10.4352 |
| 10.2218 | 0.007 | 70 | 10.0634 |
| 10.0225 | 0.008 | 80 | 9.9000 |
| 9.6064 | 0.009 | 90 | 9.5760 |
| 9.3867 | 0.01 | 100 | 9.3304 |
| 8.888 | 0.011 | 110 | 9.0533 |
| 8.8849 | 0.012 | 120 | 8.8523 |
| 8.6139 | 0.013 | 130 | 8.6901 |
| 8.7757 | 0.014 | 140 | 8.5438 |
| 8.686 | 0.015 | 150 | 8.4592 |
| 8.4797 | 0.016 | 160 | 8.3546 |
| 8.157 | 0.017 | 170 | 8.2745 |
| 8.2998 | 0.018 | 180 | 8.2309 |
| 8.4686 | 0.019 | 190 | 8.1551 |
| 8.2645 | 0.02 | 200 | 8.1347 |
| 8.1665 | 0.021 | 210 | 8.1392 |
| 8.0443 | 0.022 | 220 | 8.0785 |
| 8.2958 | 0.023 | 230 | 8.0715 |
| 8.2119 | 0.024 | 240 | 8.0218 |
| 8.4549 | 0.025 | 250 | 8.0328 |
| 8.1364 | 0.026 | 260 | 8.0321 |
| 7.9616 | 0.027 | 270 | 7.9609 |
| 8.1311 | 0.028 | 280 | 7.9735 |
| 8.1387 | 0.029 | 290 | 7.9459 |
| 7.584 | 0.03 | 300 | 7.9298 |
| 7.7707 | 0.031 | 310 | 7.9249 |
| 7.9065 | 0.032 | 320 | 7.8802 |
| 8.0087 | 0.033 | 330 | 7.8810 |
| 7.9511 | 0.034 | 340 | 7.8577 |
| 7.9773 | 0.035 | 350 | 7.8493 |
| 7.8037 | 0.036 | 360 | 7.8506 |
| 8.0945 | 0.037 | 370 | 7.8463 |
| 8.017 | 0.038 | 380 | 7.8009 |
| 7.9568 | 0.039 | 390 | 7.7834 |
| 7.8262 | 0.04 | 400 | 7.8061 |
| 7.8334 | 0.041 | 410 | 7.7970 |
| 7.9111 | 0.042 | 420 | 7.7959 |
| 8.1254 | 0.043 | 430 | 7.7688 |
| 7.931 | 0.044 | 440 | 7.7839 |
| 7.9224 | 0.045 | 450 | 7.7457 |
| 7.7798 | 0.046 | 460 | 7.7710 |
| 7.7813 | 0.047 | 470 | 7.7617 |
| 7.8688 | 0.048 | 480 | 7.7574 |
| 7.8181 | 0.049 | 490 | 7.7576 |
| 7.7763 | 0.05 | 500 | 7.7110 |
| 7.5074 | 0.051 | 510 | 7.7316 |
| 7.9088 | 0.052 | 520 | 7.7298 |
| 8.1888 | 0.053 | 530 | 7.7068 |
| 7.9626 | 0.054 | 540 | 7.7003 |
| 7.696 | 0.055 | 550 | 7.6885 |
| 7.8581 | 0.056 | 560 | 7.7178 |
| 7.615 | 0.057 | 570 | 7.6757 |
| 8.0202 | 0.058 | 580 | 7.6819 |
| 7.7913 | 0.059 | 590 | 7.6960 |
| 7.8504 | 0.06 | 600 | 7.6510 |
| 7.7702 | 0.061 | 610 | 7.6753 |
| 7.8348 | 0.062 | 620 | 7.6430 |
| 7.8706 | 0.063 | 630 | 7.6671 |
| 8.0807 | 0.064 | 640 | 7.6521 |
| 7.6805 | 0.065 | 650 | 7.6517 |
| 7.6537 | 0.066 | 660 | 7.6361 |
| 7.6313 | 0.067 | 670 | 7.6464 |
| 7.6202 | 0.068 | 680 | 7.6558 |
| 7.7252 | 0.069 | 690 | 7.6546 |
| 7.6741 | 0.07 | 700 | 7.6762 |
| 7.7034 | 0.071 | 710 | 7.6547 |
| 7.784 | 0.072 | 720 | 7.6168 |
| 7.596 | 0.073 | 730 | 7.6501 |
| 7.8139 | 0.074 | 740 | 7.6211 |
| 7.6019 | 0.075 | 750 | 7.6373 |
| 7.6452 | 0.076 | 760 | 7.6198 |
| 7.599 | 0.077 | 770 | 7.5939 |
| 7.555 | 0.078 | 780 | 7.5730 |
| 7.557 | 0.079 | 790 | 7.5882 |
| 7.772 | 0.08 | 800 | 7.5986 |
| 7.9055 | 0.081 | 810 | 7.5987 |
| 7.8603 | 0.082 | 820 | 7.6084 |
| 7.6425 | 0.083 | 830 | 7.5835 |
| 7.8842 | 0.084 | 840 | 7.5684 |
| 7.6837 | 0.085 | 850 | 7.5814 |
| 7.4685 | 0.086 | 860 | 7.5834 |
| 7.6788 | 0.087 | 870 | 7.5973 |
| 7.6038 | 0.088 | 880 | 7.5924 |
| 7.3791 | 0.089 | 890 | 7.5411 |
| 7.7098 | 0.09 | 900 | 7.5682 |
| 7.7011 | 0.091 | 910 | 7.5865 |
| 7.9424 | 0.092 | 920 | 7.5621 |
| 7.705 | 0.093 | 930 | 7.5840 |
| 7.7356 | 0.094 | 940 | 7.5597 |
| 7.2699 | 0.095 | 950 | 7.5555 |
| 7.5929 | 0.096 | 960 | 7.5714 |
| 7.654 | 0.097 | 970 | 7.5509 |
| 7.4402 | 0.098 | 980 | 7.5660 |
| 7.5828 | 0.099 | 990 | 7.5815 |
| 7.3925 | 0.1 | 1000 | 7.5767 |
| 7.5815 | 0.101 | 1010 | 7.5630 |
| 7.6269 | 0.102 | 1020 | 7.5391 |
| 7.3241 | 0.103 | 1030 | 7.5381 |
| 7.415 | 0.104 | 1040 | 7.5709 |
| 7.6907 | 0.105 | 1050 | 7.5296 |
| 7.5834 | 0.106 | 1060 | 7.5505 |
| 7.4632 | 0.107 | 1070 | 7.5154 |
| 7.6087 | 0.108 | 1080 | 7.5336 |
| 7.3708 | 0.109 | 1090 | 7.5293 |
| 7.4298 | 0.11 | 1100 | 7.5476 |
| 7.3913 | 0.111 | 1110 | 7.5289 |
| 7.6552 | 0.112 | 1120 | 7.5263 |
| 7.6986 | 0.113 | 1130 | 7.5225 |
| 7.5495 | 0.114 | 1140 | 7.5424 |
| 7.6483 | 0.115 | 1150 | 7.5533 |
| 7.5431 | 0.116 | 1160 | 7.5334 |
| 7.5996 | 0.117 | 1170 | 7.5310 |
| 7.5914 | 0.118 | 1180 | 7.5250 |
| 7.5007 | 0.119 | 1190 | 7.4764 |
| 7.5333 | 0.12 | 1200 | 7.5183 |
| 7.413 | 0.121 | 1210 | 7.4818 |
| 7.6432 | 0.122 | 1220 | 7.5253 |
| 7.763 | 0.123 | 1230 | 7.5414 |
| 7.8872 | 0.124 | 1240 | 7.5230 |
| 7.6547 | 0.125 | 1250 | 7.5066 |
| 7.3595 | 0.126 | 1260 | 7.4929 |
| 7.3557 | 0.127 | 1270 | 7.5040 |
| 7.5156 | 0.128 | 1280 | 7.4922 |
| 7.4351 | 0.129 | 1290 | 7.5077 |
| 7.8876 | 0.13 | 1300 | 7.5163 |
| 7.4806 | 0.131 | 1310 | 7.5112 |
| 7.6503 | 0.132 | 1320 | 7.4812 |
| 7.5374 | 0.133 | 1330 | 7.5105 |
| 7.6491 | 0.134 | 1340 | 7.4796 |
| 7.6354 | 0.135 | 1350 | 7.4870 |
| 7.2903 | 0.136 | 1360 | 7.4715 |
| 7.5178 | 0.137 | 1370 | 7.4815 |
| 7.5023 | 0.138 | 1380 | 7.4957 |
| 7.4124 | 0.139 | 1390 | 7.5131 |
| 7.4322 | 0.14 | 1400 | 7.4926 |
| 7.588 | 0.141 | 1410 | 7.4883 |
| 7.8409 | 0.142 | 1420 | 7.4956 |
| 7.3885 | 0.143 | 1430 | 7.4751 |
| 7.3501 | 0.144 | 1440 | 7.4603 |
| 7.6181 | 0.145 | 1450 | 7.4990 |
| 7.3009 | 0.146 | 1460 | 7.5157 |
| 7.5914 | 0.147 | 1470 | 7.4773 |
| 7.6125 | 0.148 | 1480 | 7.4636 |
| 7.4893 | 0.149 | 1490 | 7.4668 |
| 7.6807 | 0.15 | 1500 | 7.4954 |
| 7.5776 | 0.151 | 1510 | 7.4751 |
| 7.3967 | 0.152 | 1520 | 7.4331 |
| 7.5283 | 0.153 | 1530 | 7.4692 |
| 7.8052 | 0.154 | 1540 | 7.4290 |
| 7.5834 | 0.155 | 1550 | 7.4616 |
| 7.7283 | 0.156 | 1560 | 7.4860 |
| 7.6791 | 0.157 | 1570 | 7.4585 |
| 7.6158 | 0.158 | 1580 | 7.4375 |
| 7.2222 | 0.159 | 1590 | 7.4374 |
| 7.4985 | 0.16 | 1600 | 7.4558 |
| 7.1561 | 0.161 | 1610 | 7.4761 |
| 7.5376 | 0.162 | 1620 | 7.4723 |
| 7.6661 | 0.163 | 1630 | 7.4035 |
| 7.4487 | 0.164 | 1640 | 7.4427 |
| 7.3298 | 0.165 | 1650 | 7.4271 |
| 7.7285 | 0.166 | 1660 | 7.4546 |
| 7.4483 | 0.167 | 1670 | 7.4312 |
| 7.4408 | 0.168 | 1680 | 7.4606 |
| 7.7282 | 0.169 | 1690 | 7.4336 |
| 7.3813 | 0.17 | 1700 | 7.4430 |
| 7.6532 | 0.171 | 1710 | 7.4525 |
| 7.5396 | 0.172 | 1720 | 7.4221 |
| 7.4411 | 0.173 | 1730 | 7.4154 |
| 7.6833 | 0.174 | 1740 | 7.4107 |
| 7.5491 | 0.175 | 1750 | 7.4290 |
| 7.7662 | 0.176 | 1760 | 7.4199 |
| 7.4044 | 0.177 | 1770 | 7.4154 |
| 7.2812 | 0.178 | 1780 | 7.4084 |
| 7.5331 | 0.179 | 1790 | 7.4473 |
| 7.5071 | 0.18 | 1800 | 7.3930 |
| 7.3872 | 0.181 | 1810 | 7.3740 |
| 7.5602 | 0.182 | 1820 | 7.4292 |
| 7.4895 | 0.183 | 1830 | 7.4198 |
| 7.31 | 0.184 | 1840 | 7.4204 |
| 7.6234 | 0.185 | 1850 | 7.4274 |
| 7.415 | 0.186 | 1860 | 7.4118 |
| 7.3878 | 0.187 | 1870 | 7.4142 |
| 7.6544 | 0.188 | 1880 | 7.3904 |
| 7.7437 | 0.189 | 1890 | 7.3894 |
| 7.3989 | 0.19 | 1900 | 7.3890 |
| 7.6972 | 0.191 | 1910 | 7.3925 |
| 7.2125 | 0.192 | 1920 | 7.4105 |
| 7.1969 | 0.193 | 1930 | 7.4042 |
| 7.3622 | 0.194 | 1940 | 7.4185 |
| 7.693 | 0.195 | 1950 | 7.3802 |
| 7.5049 | 0.196 | 1960 | 7.3813 |
| 7.0685 | 0.197 | 1970 | 7.3970 |
| 7.39 | 0.198 | 1980 | 7.3837 |
| 7.4584 | 0.199 | 1990 | 7.3862 |
| 7.6313 | 0.2 | 2000 | 7.3914 |
| 7.3997 | 0.201 | 2010 | 7.3487 |
| 7.5565 | 0.202 | 2020 | 7.3780 |
| 7.5577 | 0.203 | 2030 | 7.3561 |
| 7.5122 | 0.204 | 2040 | 7.3778 |
| 7.3475 | 0.205 | 2050 | 7.3351 |
| 7.412 | 0.206 | 2060 | 7.3532 |
| 7.2934 | 0.207 | 2070 | 7.3822 |
| 7.3301 | 0.208 | 2080 | 7.3666 |
| 7.4315 | 0.209 | 2090 | 7.3707 |
| 7.7669 | 0.21 | 2100 | 7.3648 |
| 7.6001 | 0.211 | 2110 | 7.3520 |
| 7.0449 | 0.212 | 2120 | 7.3441 |
| 7.4397 | 0.213 | 2130 | 7.3558 |
| 7.4177 | 0.214 | 2140 | 7.3436 |
| 7.6794 | 0.215 | 2150 | 7.3536 |
| 7.3904 | 0.216 | 2160 | 7.3351 |
| 7.4649 | 0.217 | 2170 | 7.3132 |
| 7.0639 | 0.218 | 2180 | 7.3468 |
| 7.3941 | 0.219 | 2190 | 7.3219 |
| 7.3677 | 0.22 | 2200 | 7.3388 |
| 7.5333 | 0.221 | 2210 | 7.3258 |
| 7.4513 | 0.222 | 2220 | 7.3193 |
| 7.2358 | 0.223 | 2230 | 7.3134 |
| 7.3681 | 0.224 | 2240 | 7.3509 |
| 7.5112 | 0.225 | 2250 | 7.3377 |
| 7.4465 | 0.226 | 2260 | 7.3180 |
| 7.2742 | 0.227 | 2270 | 7.3591 |
| 7.248 | 0.228 | 2280 | 7.3304 |
| 7.3309 | 0.229 | 2290 | 7.2906 |
| 7.2835 | 0.23 | 2300 | 7.3381 |
| 7.4633 | 0.231 | 2310 | 7.3111 |
| 7.1982 | 0.232 | 2320 | 7.3266 |
| 7.6039 | 0.233 | 2330 | 7.3058 |
| 7.4073 | 0.234 | 2340 | 7.2858 |
| 7.1252 | 0.235 | 2350 | 7.3229 |
| 7.2292 | 0.236 | 2360 | 7.3053 |
| 7.2017 | 0.237 | 2370 | 7.3098 |
| 7.3403 | 0.238 | 2380 | 7.2783 |
| 7.1068 | 0.239 | 2390 | 7.2664 |
| 7.0333 | 0.24 | 2400 | 7.2739 |
| 7.3126 | 0.241 | 2410 | 7.2890 |
| 7.3593 | 0.242 | 2420 | 7.2576 |
| 7.1044 | 0.243 | 2430 | 7.2867 |
| 7.2255 | 0.244 | 2440 | 7.2751 |
| 7.2589 | 0.245 | 2450 | 7.2672 |
| 7.1443 | 0.246 | 2460 | 7.2453 |
| 7.1106 | 0.247 | 2470 | 7.3028 |
| 7.2194 | 0.248 | 2480 | 7.2538 |
| 7.3261 | 0.249 | 2490 | 7.2444 |
| 7.1151 | 0.25 | 2500 | 7.2434 |
| 7.1233 | 0.251 | 2510 | 7.2444 |
| 7.2017 | 0.252 | 2520 | 7.2277 |
| 7.3119 | 0.253 | 2530 | 7.2234 |
| 7.1351 | 0.254 | 2540 | 7.2609 |
| 6.9466 | 0.255 | 2550 | 7.2526 |
| 7.0605 | 0.256 | 2560 | 7.2365 |
| 7.2975 | 0.257 | 2570 | 7.1872 |
| 7.1271 | 0.258 | 2580 | 7.2360 |
| 7.1416 | 0.259 | 2590 | 7.2138 |
| 7.0027 | 0.26 | 2600 | 7.2107 |
| 7.3571 | 0.261 | 2610 | 7.2442 |
| 7.4913 | 0.262 | 2620 | 7.2466 |
| 7.0479 | 0.263 | 2630 | 7.2182 |
| 7.2408 | 0.264 | 2640 | 7.1999 |
| 7.0558 | 0.265 | 2650 | 7.2130 |
| 7.059 | 0.266 | 2660 | 7.2023 |
| 6.9034 | 0.267 | 2670 | 7.2047 |
| 7.1502 | 0.268 | 2680 | 7.2319 |
| 7.0909 | 0.269 | 2690 | 7.2057 |
| 6.9092 | 0.27 | 2700 | 7.2245 |
| 7.1582 | 0.271 | 2710 | 7.2067 |
| 7.1501 | 0.272 | 2720 | 7.1925 |
| 7.3803 | 0.273 | 2730 | 7.1920 |
| 7.0324 | 0.274 | 2740 | 7.2052 |
| 7.1564 | 0.275 | 2750 | 7.1872 |
| 6.8679 | 0.276 | 2760 | 7.1801 |
| 7.2205 | 0.277 | 2770 | 7.1791 |
| 6.5563 | 0.278 | 2780 | 7.1739 |
| 7.1523 | 0.279 | 2790 | 7.1443 |
| 7.0036 | 0.28 | 2800 | 7.1952 |
| 7.1959 | 0.281 | 2810 | 7.1859 |
| 7.1017 | 0.282 | 2820 | 7.1973 |
| 7.1912 | 0.283 | 2830 | 7.1364 |
| 7.2652 | 0.284 | 2840 | 7.1460 |
| 7.0246 | 0.285 | 2850 | 7.1496 |
| 6.7301 | 0.286 | 2860 | 7.1165 |
| 6.9913 | 0.287 | 2870 | 7.1515 |
| 7.0614 | 0.288 | 2880 | 7.1297 |
| 6.9976 | 0.289 | 2890 | 7.1502 |
| 7.2083 | 0.29 | 2900 | 7.1473 |
| 7.0215 | 0.291 | 2910 | 7.1703 |
| 6.9291 | 0.292 | 2920 | 7.1625 |
| 7.0786 | 0.293 | 2930 | 7.1223 |
| 7.231 | 0.294 | 2940 | 7.1365 |
| 6.7236 | 0.295 | 2950 | 7.1230 |
| 7.099 | 0.296 | 2960 | 7.1161 |
| 7.1999 | 0.297 | 2970 | 7.1528 |
| 6.8423 | 0.298 | 2980 | 7.1498 |
| 7.0126 | 0.299 | 2990 | 7.1175 |
| 6.7405 | 0.3 | 3000 | 7.1065 |
| 6.9625 | 0.301 | 3010 | 7.1274 |
| 6.7771 | 0.302 | 3020 | 7.1201 |
| 7.0296 | 0.303 | 3030 | 7.0997 |
| 6.9656 | 0.304 | 3040 | 7.1281 |
| 7.0897 | 0.305 | 3050 | 7.1500 |
| 7.1378 | 0.306 | 3060 | 7.0717 |
| 6.8894 | 0.307 | 3070 | 7.1097 |
| 7.0826 | 0.308 | 3080 | 7.0986 |
| 6.741 | 0.309 | 3090 | 7.0848 |
| 6.7094 | 0.31 | 3100 | 7.0835 |
| 6.819 | 0.311 | 3110 | 7.1146 |
| 7.1074 | 0.312 | 3120 | 7.0770 |
| 7.1401 | 0.313 | 3130 | 7.0798 |
| 6.6294 | 0.314 | 3140 | 7.1002 |
| 7.1775 | 0.315 | 3150 | 7.0458 |
| 7.0666 | 0.316 | 3160 | 7.0722 |
| 6.9717 | 0.317 | 3170 | 7.0497 |
| 6.788 | 0.318 | 3180 | 7.0732 |
| 6.6694 | 0.319 | 3190 | 7.0531 |
| 6.8921 | 0.32 | 3200 | 7.0869 |
| 6.9714 | 0.321 | 3210 | 7.0291 |
| 6.7787 | 0.322 | 3220 | 7.0897 |
| 6.874 | 0.323 | 3230 | 7.0680 |
| 6.8782 | 0.324 | 3240 | 7.0931 |
| 7.0355 | 0.325 | 3250 | 7.0691 |
| 6.6516 | 0.326 | 3260 | 7.0353 |
| 6.9629 | 0.327 | 3270 | 7.0548 |
| 7.0852 | 0.328 | 3280 | 7.0085 |
| 7.0322 | 0.329 | 3290 | 7.0377 |
| 6.7027 | 0.33 | 3300 | 7.0388 |
| 6.9557 | 0.331 | 3310 | 7.0367 |
| 6.9216 | 0.332 | 3320 | 7.0302 |
| 7.1981 | 0.333 | 3330 | 7.0218 |
| 6.7753 | 0.334 | 3340 | 7.0254 |
| 6.6969 | 0.335 | 3350 | 7.0234 |
| 6.971 | 0.336 | 3360 | 7.0268 |
| 6.8622 | 0.337 | 3370 | 7.0414 |
| 6.811 | 0.338 | 3380 | 7.0454 |
| 6.9242 | 0.339 | 3390 | 6.9996 |
| 6.8626 | 0.34 | 3400 | 6.9979 |
| 6.7542 | 0.341 | 3410 | 7.0077 |
| 7.1513 | 0.342 | 3420 | 7.0145 |
| 6.947 | 0.343 | 3430 | 7.0517 |
| 6.803 | 0.344 | 3440 | 6.9955 |
| 6.7884 | 0.345 | 3450 | 7.0055 |
| 7.0018 | 0.346 | 3460 | 7.0156 |
| 6.8531 | 0.347 | 3470 | 6.9680 |
| 6.8673 | 0.348 | 3480 | 7.0051 |
| 6.8755 | 0.349 | 3490 | 6.9947 |
| 7.0871 | 0.35 | 3500 | 6.9881 |
| 7.03 | 0.351 | 3510 | 6.9770 |
| 6.9457 | 0.352 | 3520 | 7.0005 |
| 6.5092 | 0.353 | 3530 | 6.9656 |
| 6.9303 | 0.354 | 3540 | 6.9949 |
| 6.677 | 0.355 | 3550 | 6.9722 |
| 6.6224 | 0.356 | 3560 | 6.9965 |
| 7.0308 | 0.357 | 3570 | 6.9702 |
| 6.8805 | 0.358 | 3580 | 6.9616 |
| 6.5842 | 0.359 | 3590 | 6.9814 |
| 6.7305 | 0.36 | 3600 | 6.9897 |
| 6.6668 | 0.361 | 3610 | 6.9681 |
| 6.7719 | 0.362 | 3620 | 6.9603 |
| 6.7692 | 0.363 | 3630 | 6.9514 |
| 6.814 | 0.364 | 3640 | 6.9316 |
| 6.8503 | 0.365 | 3650 | 6.9549 |
| 6.5591 | 0.366 | 3660 | 6.9324 |
| 6.7495 | 0.367 | 3670 | 6.9453 |
| 6.848 | 0.368 | 3680 | 6.9242 |
| 6.974 | 0.369 | 3690 | 6.9285 |
| 6.4794 | 0.37 | 3700 | 6.9474 |
| 6.6943 | 0.371 | 3710 | 6.9217 |
| 6.9663 | 0.372 | 3720 | 6.9320 |
| 6.6084 | 0.373 | 3730 | 6.9199 |
| 6.9094 | 0.374 | 3740 | 6.9508 |
| 6.5826 | 0.375 | 3750 | 6.9329 |
| 6.64 | 0.376 | 3760 | 6.9281 |
| 6.5511 | 0.377 | 3770 | 6.9117 |
| 6.9234 | 0.378 | 3780 | 6.9525 |
| 6.5332 | 0.379 | 3790 | 6.9178 |
| 6.5591 | 0.38 | 3800 | 6.8913 |
| 6.841 | 0.381 | 3810 | 6.9262 |
| 6.5806 | 0.382 | 3820 | 6.8962 |
| 6.447 | 0.383 | 3830 | 6.9004 |
| 6.7942 | 0.384 | 3840 | 6.9030 |
| 6.6851 | 0.385 | 3850 | 6.9269 |
| 6.5883 | 0.386 | 3860 | 6.9115 |
| 6.8588 | 0.387 | 3870 | 6.8956 |
| 6.8614 | 0.388 | 3880 | 6.8866 |
| 6.8001 | 0.389 | 3890 | 6.8999 |
| 6.5746 | 0.39 | 3900 | 6.9014 |
| 6.6247 | 0.391 | 3910 | 6.8866 |
| 6.1422 | 0.392 | 3920 | 6.9351 |
| 6.7211 | 0.393 | 3930 | 6.8727 |
| 6.601 | 0.394 | 3940 | 6.8862 |
| 7.0574 | 0.395 | 3950 | 6.8733 |
| 6.6875 | 0.396 | 3960 | 6.9217 |
| 6.6279 | 0.397 | 3970 | 6.8672 |
| 6.5105 | 0.398 | 3980 | 6.9008 |
| 6.7921 | 0.399 | 3990 | 6.8818 |
| 6.3581 | 0.4 | 4000 | 6.8805 |
| 6.6342 | 0.401 | 4010 | 6.8706 |
| 6.3855 | 0.402 | 4020 | 6.8934 |
| 6.4562 | 0.403 | 4030 | 6.8719 |
| 6.3999 | 0.404 | 4040 | 6.9205 |
| 6.5494 | 0.405 | 4050 | 6.8435 |
| 6.4438 | 0.406 | 4060 | 6.8579 |
| 6.5268 | 0.407 | 4070 | 6.8731 |
| 6.8204 | 0.408 | 4080 | 6.8445 |
| 6.6391 | 0.409 | 4090 | 6.8325 |
| 6.8333 | 0.41 | 4100 | 6.8310 |
| 6.7776 | 0.411 | 4110 | 6.8685 |
| 6.6876 | 0.412 | 4120 | 6.8661 |
| 6.6659 | 0.413 | 4130 | 6.8695 |
| 6.5316 | 0.414 | 4140 | 6.8616 |
| 6.7156 | 0.415 | 4150 | 6.8339 |
| 6.889 | 0.416 | 4160 | 6.9000 |
| 6.5882 | 0.417 | 4170 | 6.8368 |
| 6.7253 | 0.418 | 4180 | 6.8506 |
| 6.3431 | 0.419 | 4190 | 6.8993 |
| 6.9911 | 0.42 | 4200 | 6.8795 |
| 6.596 | 0.421 | 4210 | 6.8326 |
| 6.5461 | 0.422 | 4220 | 6.8634 |
| 6.6031 | 0.423 | 4230 | 6.8529 |
| 6.8492 | 0.424 | 4240 | 6.8142 |
| 6.3502 | 0.425 | 4250 | 6.8278 |
| 6.1662 | 0.426 | 4260 | 6.8478 |
| 6.6488 | 0.427 | 4270 | 6.8318 |
| 6.6603 | 0.428 | 4280 | 6.8391 |
| 6.6868 | 0.429 | 4290 | 6.8282 |
| 6.7484 | 0.43 | 4300 | 6.8345 |
| 6.6902 | 0.431 | 4310 | 6.7963 |
| 6.7096 | 0.432 | 4320 | 6.8266 |
| 6.4327 | 0.433 | 4330 | 6.8306 |
| 6.4964 | 0.434 | 4340 | 6.8072 |
| 6.4143 | 0.435 | 4350 | 6.7842 |
| 6.3455 | 0.436 | 4360 | 6.7772 |
| 6.1908 | 0.437 | 4370 | 6.8191 |
| 6.282 | 0.438 | 4380 | 6.8038 |
| 6.6324 | 0.439 | 4390 | 6.7859 |
| 6.5153 | 0.44 | 4400 | 6.7751 |
| 6.5381 | 0.441 | 4410 | 6.8090 |
| 6.574 | 0.442 | 4420 | 6.7698 |
| 6.2106 | 0.443 | 4430 | 6.7646 |
| 6.7623 | 0.444 | 4440 | 6.7697 |
| 6.3966 | 0.445 | 4450 | 6.8005 |
| 6.6611 | 0.446 | 4460 | 6.7574 |
| 6.5096 | 0.447 | 4470 | 6.7926 |
| 6.0819 | 0.448 | 4480 | 6.7778 |
| 6.5803 | 0.449 | 4490 | 6.7571 |
| 6.2392 | 0.45 | 4500 | 6.7605 |
| 6.4955 | 0.451 | 4510 | 6.7729 |
| 6.6035 | 0.452 | 4520 | 6.7653 |
| 6.246 | 0.453 | 4530 | 6.7628 |
| 6.4857 | 0.454 | 4540 | 6.7549 |
| 6.722 | 0.455 | 4550 | 6.7270 |
| 6.2988 | 0.456 | 4560 | 6.7226 |
| 6.5153 | 0.457 | 4570 | 6.7333 |
| 6.2837 | 0.458 | 4580 | 6.7708 |
| 6.5796 | 0.459 | 4590 | 6.7358 |
| 6.2638 | 0.46 | 4600 | 6.7666 |
| 6.1523 | 0.461 | 4610 | 6.7370 |
| 6.4837 | 0.462 | 4620 | 6.7493 |
| 6.445 | 0.463 | 4630 | 6.7357 |
| 6.3575 | 0.464 | 4640 | 6.7453 |
| 6.4376 | 0.465 | 4650 | 6.7841 |
| 6.3799 | 0.466 | 4660 | 6.7367 |
| 6.4111 | 0.467 | 4670 | 6.7044 |
| 6.2899 | 0.468 | 4680 | 6.7553 |
| 6.4641 | 0.469 | 4690 | 6.7094 |
| 6.3559 | 0.47 | 4700 | 6.7302 |
| 6.2232 | 0.471 | 4710 | 6.7245 |
| 6.3231 | 0.472 | 4720 | 6.7323 |
| 6.7453 | 0.473 | 4730 | 6.7369 |
| 6.3101 | 0.474 | 4740 | 6.7323 |
| 6.3967 | 0.475 | 4750 | 6.7307 |
| 6.2528 | 0.476 | 4760 | 6.7421 |
| 6.3045 | 0.477 | 4770 | 6.7426 |
| 6.0914 | 0.478 | 4780 | 6.7399 |
| 6.2238 | 0.479 | 4790 | 6.7295 |
| 6.4785 | 0.48 | 4800 | 6.7384 |
| 6.1362 | 0.481 | 4810 | 6.6928 |
| 6.1418 | 0.482 | 4820 | 6.7248 |
| 6.3808 | 0.483 | 4830 | 6.7407 |
| 6.1625 | 0.484 | 4840 | 6.6976 |
| 6.6465 | 0.485 | 4850 | 6.7349 |
| 6.1045 | 0.486 | 4860 | 6.7338 |
| 6.4278 | 0.487 | 4870 | 6.7007 |
| 6.3234 | 0.488 | 4880 | 6.7089 |
| 6.1495 | 0.489 | 4890 | 6.7042 |
| 6.2501 | 0.49 | 4900 | 6.6693 |
| 6.2616 | 0.491 | 4910 | 6.6948 |
| 6.4488 | 0.492 | 4920 | 6.7030 |
| 6.4287 | 0.493 | 4930 | 6.6950 |
| 6.4889 | 0.494 | 4940 | 6.7201 |
| 6.0918 | 0.495 | 4950 | 6.6938 |
| 6.1205 | 0.496 | 4960 | 6.6986 |
| 6.317 | 0.497 | 4970 | 6.6727 |
| 6.2713 | 0.498 | 4980 | 6.6976 |
| 6.11 | 0.499 | 4990 | 6.6758 |
| 6.235 | 0.5 | 5000 | 6.6724 |
| 6.3996 | 0.501 | 5010 | 6.6798 |
| 6.3699 | 0.502 | 5020 | 6.6742 |
| 6.1624 | 0.503 | 5030 | 6.6830 |
| 6.2088 | 0.504 | 5040 | 6.6419 |
| 6.3496 | 0.505 | 5050 | 6.6581 |
| 6.4158 | 0.506 | 5060 | 6.6618 |
| 6.2157 | 0.507 | 5070 | 6.6742 |
| 6.1371 | 0.508 | 5080 | 6.6751 |
| 6.4713 | 0.509 | 5090 | 6.6452 |
| 6.2813 | 0.51 | 5100 | 6.6667 |
| 6.2622 | 0.511 | 5110 | 6.6461 |
| 6.2141 | 0.512 | 5120 | 6.6409 |
| 6.249 | 0.513 | 5130 | 6.6116 |
| 6.1079 | 0.514 | 5140 | 6.6085 |
| 6.2329 | 0.515 | 5150 | 6.6520 |
| 6.2326 | 0.516 | 5160 | 6.6470 |
| 6.1445 | 0.517 | 5170 | 6.6167 |
| 6.4773 | 0.518 | 5180 | 6.6583 |
| 6.3782 | 0.519 | 5190 | 6.6269 |
| 5.9545 | 0.52 | 5200 | 6.6428 |
| 6.1238 | 0.521 | 5210 | 6.5993 |
| 5.9592 | 0.522 | 5220 | 6.5813 |
| 6.5282 | 0.523 | 5230 | 6.6343 |
| 5.9429 | 0.524 | 5240 | 6.6143 |
| 6.0343 | 0.525 | 5250 | 6.6292 |
| 6.2044 | 0.526 | 5260 | 6.6080 |
| 6.2448 | 0.527 | 5270 | 6.6477 |
| 6.3944 | 0.528 | 5280 | 6.6043 |
| 6.0342 | 0.529 | 5290 | 6.6013 |
| 5.9049 | 0.53 | 5300 | 6.6107 |
| 6.018 | 0.531 | 5310 | 6.6163 |
| 6.1528 | 0.532 | 5320 | 6.5823 |
| 6.1172 | 0.533 | 5330 | 6.6173 |
| 6.1223 | 0.534 | 5340 | 6.5931 |
| 6.0701 | 0.535 | 5350 | 6.5945 |
| 6.2737 | 0.536 | 5360 | 6.5844 |
| 6.2929 | 0.537 | 5370 | 6.5679 |
| 6.4452 | 0.538 | 5380 | 6.5908 |
| 6.0727 | 0.539 | 5390 | 6.5631 |
| 5.8533 | 0.54 | 5400 | 6.6183 |
| 6.2123 | 0.541 | 5410 | 6.5835 |
| 6.478 | 0.542 | 5420 | 6.5683 |
| 6.121 | 0.543 | 5430 | 6.5821 |
| 6.1218 | 0.544 | 5440 | 6.5891 |
| 6.3062 | 0.545 | 5450 | 6.5827 |
| 6.0299 | 0.546 | 5460 | 6.5717 |
| 5.8639 | 0.547 | 5470 | 6.5806 |
| 6.0772 | 0.548 | 5480 | 6.5640 |
| 6.0637 | 0.549 | 5490 | 6.5631 |
| 6.2711 | 0.55 | 5500 | 6.5718 |
| 6.0167 | 0.551 | 5510 | 6.5548 |
| 5.9253 | 0.552 | 5520 | 6.5835 |
| 6.4347 | 0.553 | 5530 | 6.5523 |
| 5.8205 | 0.554 | 5540 | 6.5496 |
| 6.5608 | 0.555 | 5550 | 6.5684 |
| 6.3266 | 0.556 | 5560 | 6.5847 |
| 6.1383 | 0.557 | 5570 | 6.5801 |
| 6.202 | 0.558 | 5580 | 6.5654 |
| 6.1818 | 0.559 | 5590 | 6.5478 |
| 6.1842 | 0.56 | 5600 | 6.5423 |
| 5.8753 | 0.561 | 5610 | 6.5516 |
| 6.1564 | 0.562 | 5620 | 6.5397 |
| 6.0344 | 0.563 | 5630 | 6.5452 |
| 5.9985 | 0.564 | 5640 | 6.5508 |
| 5.7916 | 0.565 | 5650 | 6.5282 |
| 6.2308 | 0.566 | 5660 | 6.5523 |
| 6.3078 | 0.567 | 5670 | 6.5500 |
| 5.9838 | 0.568 | 5680 | 6.5187 |
| 5.932 | 0.569 | 5690 | 6.5315 |
| 5.9362 | 0.57 | 5700 | 6.5735 |
| 5.6771 | 0.571 | 5710 | 6.5239 |
| 6.015 | 0.572 | 5720 | 6.5087 |
| 6.1442 | 0.573 | 5730 | 6.5262 |
| 5.8613 | 0.574 | 5740 | 6.5412 |
| 5.7718 | 0.575 | 5750 | 6.5441 |
| 5.6682 | 0.576 | 5760 | 6.5114 |
| 6.1191 | 0.577 | 5770 | 6.4893 |
| 5.7317 | 0.578 | 5780 | 6.5366 |
| 5.8989 | 0.579 | 5790 | 6.4957 |
| 6.0463 | 0.58 | 5800 | 6.5215 |
| 5.7703 | 0.581 | 5810 | 6.5382 |
| 5.9351 | 0.582 | 5820 | 6.4992 |
| 6.1548 | 0.583 | 5830 | 6.5254 |
| 6.3091 | 0.584 | 5840 | 6.5180 |
| 6.2317 | 0.585 | 5850 | 6.5043 |
| 5.8374 | 0.586 | 5860 | 6.4865 |
| 5.86 | 0.587 | 5870 | 6.5294 |
| 6.0737 | 0.588 | 5880 | 6.4871 |
| 6.3067 | 0.589 | 5890 | 6.4937 |
| 5.9128 | 0.59 | 5900 | 6.5087 |
| 6.2624 | 0.591 | 5910 | 6.4801 |
| 5.8663 | 0.592 | 5920 | 6.4610 |
| 5.8803 | 0.593 | 5930 | 6.4484 |
| 5.9759 | 0.594 | 5940 | 6.5048 |
| 5.9305 | 0.595 | 5950 | 6.4848 |
| 5.8186 | 0.596 | 5960 | 6.4967 |
| 5.7866 | 0.597 | 5970 | 6.4810 |
| 5.9292 | 0.598 | 5980 | 6.4871 |
| 6.0085 | 0.599 | 5990 | 6.5007 |
| 5.9146 | 0.6 | 6000 | 6.4683 |
| 5.9379 | 0.601 | 6010 | 6.4777 |
| 6.1843 | 0.602 | 6020 | 6.4720 |
| 5.8582 | 0.603 | 6030 | 6.4534 |
| 6.3341 | 0.604 | 6040 | 6.4894 |
| 5.9901 | 0.605 | 6050 | 6.4839 |
| 5.9648 | 0.606 | 6060 | 6.4760 |
| 5.7622 | 0.607 | 6070 | 6.4854 |
| 5.9077 | 0.608 | 6080 | 6.4667 |
| 5.7735 | 0.609 | 6090 | 6.4721 |
| 6.0336 | 0.61 | 6100 | 6.4746 |
| 5.9278 | 0.611 | 6110 | 6.4531 |
| 6.1036 | 0.612 | 6120 | 6.4624 |
| 6.0782 | 0.613 | 6130 | 6.4587 |
| 5.5016 | 0.614 | 6140 | 6.4859 |
| 5.7499 | 0.615 | 6150 | 6.4953 |
| 6.1248 | 0.616 | 6160 | 6.4624 |
| 5.9562 | 0.617 | 6170 | 6.4802 |
| 5.7717 | 0.618 | 6180 | 6.4777 |
| 5.6923 | 0.619 | 6190 | 6.4606 |
| 6.1147 | 0.62 | 6200 | 6.4718 |
| 6.0188 | 0.621 | 6210 | 6.4747 |
| 6.131 | 0.622 | 6220 | 6.4820 |
| 5.9317 | 0.623 | 6230 | 6.4738 |
| 5.9275 | 0.624 | 6240 | 6.4259 |
| 5.6709 | 0.625 | 6250 | 6.4170 |
| 5.889 | 0.626 | 6260 | 6.4326 |
| 5.8019 | 0.627 | 6270 | 6.4293 |
| 5.8151 | 0.628 | 6280 | 6.4420 |
| 6.0607 | 0.629 | 6290 | 6.4471 |
| 5.9058 | 0.63 | 6300 | 6.4635 |
| 5.87 | 0.631 | 6310 | 6.4615 |
| 5.9308 | 0.632 | 6320 | 6.4294 |
| 5.8997 | 0.633 | 6330 | 6.4278 |
| 5.951 | 0.634 | 6340 | 6.4577 |
| 6.0634 | 0.635 | 6350 | 6.4378 |
| 5.4617 | 0.636 | 6360 | 6.4093 |
| 5.9602 | 0.637 | 6370 | 6.4573 |
| 5.5191 | 0.638 | 6380 | 6.4188 |
| 5.7606 | 0.639 | 6390 | 6.4480 |
| 5.8695 | 0.64 | 6400 | 6.4131 |
| 6.2843 | 0.641 | 6410 | 6.4528 |
| 5.8957 | 0.642 | 6420 | 6.4489 |
| 5.8244 | 0.643 | 6430 | 6.4351 |
| 6.0618 | 0.644 | 6440 | 6.4219 |
| 6.0242 | 0.645 | 6450 | 6.4406 |
| 5.9114 | 0.646 | 6460 | 6.3753 |
| 5.9119 | 0.647 | 6470 | 6.3619 |
| 5.6902 | 0.648 | 6480 | 6.4220 |
| 5.7568 | 0.649 | 6490 | 6.3883 |
| 5.9234 | 0.65 | 6500 | 6.4262 |
| 5.9182 | 0.651 | 6510 | 6.4042 |
| 6.0214 | 0.652 | 6520 | 6.4250 |
| 5.9319 | 0.653 | 6530 | 6.3842 |
| 5.8604 | 0.654 | 6540 | 6.4450 |
| 5.7774 | 0.655 | 6550 | 6.4110 |
| 5.6322 | 0.656 | 6560 | 6.4293 |
| 5.4512 | 0.657 | 6570 | 6.4195 |
| 5.7294 | 0.658 | 6580 | 6.4092 |
| 6.0748 | 0.659 | 6590 | 6.4004 |
| 5.9202 | 0.66 | 6600 | 6.4136 |
| 5.9876 | 0.661 | 6610 | 6.4144 |
| 5.7573 | 0.662 | 6620 | 6.4029 |
| 6.0188 | 0.663 | 6630 | 6.3888 |
| 5.5092 | 0.664 | 6640 | 6.4013 |
| 5.8154 | 0.665 | 6650 | 6.3542 |
| 5.6409 | 0.666 | 6660 | 6.3891 |
| 5.7613 | 0.667 | 6670 | 6.3682 |
| 5.7116 | 0.668 | 6680 | 6.3747 |
| 5.9089 | 0.669 | 6690 | 6.4033 |
| 5.5979 | 0.67 | 6700 | 6.3888 |
| 6.1366 | 0.671 | 6710 | 6.3938 |
| 5.4609 | 0.672 | 6720 | 6.3717 |
| 5.574 | 0.673 | 6730 | 6.3996 |
| 5.554 | 0.674 | 6740 | 6.3899 |
| 5.8264 | 0.675 | 6750 | 6.3688 |
| 5.8675 | 0.676 | 6760 | 6.3946 |
| 6.0761 | 0.677 | 6770 | 6.3295 |
| 5.9994 | 0.678 | 6780 | 6.3917 |
| 6.0278 | 0.679 | 6790 | 6.3768 |
| 5.702 | 0.68 | 6800 | 6.3904 |
| 5.8522 | 0.681 | 6810 | 6.3776 |
| 5.8943 | 0.682 | 6820 | 6.3881 |
| 5.7846 | 0.683 | 6830 | 6.3496 |
| 5.9356 | 0.684 | 6840 | 6.3503 |
| 5.3409 | 0.685 | 6850 | 6.4144 |
| 5.9194 | 0.686 | 6860 | 6.3801 |
| 5.4984 | 0.687 | 6870 | 6.3579 |
| 6.0372 | 0.688 | 6880 | 6.3778 |
| 5.8895 | 0.689 | 6890 | 6.3930 |
| 5.7991 | 0.69 | 6900 | 6.3516 |
| 5.5 | 0.691 | 6910 | 6.3491 |
| 5.8127 | 0.692 | 6920 | 6.3721 |
| 5.9039 | 0.693 | 6930 | 6.3575 |
| 5.5346 | 0.694 | 6940 | 6.3605 |
| 5.859 | 0.695 | 6950 | 6.3730 |
| 5.3737 | 0.696 | 6960 | 6.3964 |
| 5.7721 | 0.697 | 6970 | 6.3434 |
| 6.2235 | 0.698 | 6980 | 6.3730 |
| 5.8261 | 0.699 | 6990 | 6.3632 |
| 5.9388 | 0.7 | 7000 | 6.3461 |
| 5.7302 | 0.701 | 7010 | 6.3503 |
| 5.8699 | 0.702 | 7020 | 6.3416 |
| 5.8357 | 0.703 | 7030 | 6.3729 |
| 5.7375 | 0.704 | 7040 | 6.3650 |
| 6.0488 | 0.705 | 7050 | 6.3330 |
| 5.3186 | 0.706 | 7060 | 6.3519 |
| 5.5977 | 0.707 | 7070 | 6.3303 |
| 5.6026 | 0.708 | 7080 | 6.3273 |
| 5.6968 | 0.709 | 7090 | 6.3744 |
| 5.5259 | 0.71 | 7100 | 6.3210 |
| 5.7994 | 0.711 | 7110 | 6.3145 |
| 6.0792 | 0.712 | 7120 | 6.3728 |
| 5.8134 | 0.713 | 7130 | 6.3454 |
| 5.8215 | 0.714 | 7140 | 6.3579 |
| 5.9236 | 0.715 | 7150 | 6.3409 |
| 5.9937 | 0.716 | 7160 | 6.3560 |
| 5.6489 | 0.717 | 7170 | 6.3379 |
| 5.8413 | 0.718 | 7180 | 6.3627 |
| 5.9416 | 0.719 | 7190 | 6.3176 |
| 5.688 | 0.72 | 7200 | 6.3239 |
| 5.5999 | 0.721 | 7210 | 6.3349 |
| 5.6735 | 0.722 | 7220 | 6.3297 |
| 5.6702 | 0.723 | 7230 | 6.3431 |
| 5.9102 | 0.724 | 7240 | 6.3098 |
| 5.7072 | 0.725 | 7250 | 6.3437 |
| 5.8398 | 0.726 | 7260 | 6.3053 |
| 5.5778 | 0.727 | 7270 | 6.3330 |
| 5.7664 | 0.728 | 7280 | 6.3521 |
| 5.7736 | 0.729 | 7290 | 6.3406 |
| 5.8338 | 0.73 | 7300 | 6.3389 |
| 5.7074 | 0.731 | 7310 | 6.3471 |
| 5.7081 | 0.732 | 7320 | 6.3723 |
| 5.267 | 0.733 | 7330 | 6.3346 |
| 5.9386 | 0.734 | 7340 | 6.3242 |
| 5.7271 | 0.735 | 7350 | 6.3316 |
| 5.7216 | 0.736 | 7360 | 6.3329 |
| 5.5569 | 0.737 | 7370 | 6.3221 |
| 5.8393 | 0.738 | 7380 | 6.3102 |
| 6.0241 | 0.739 | 7390 | 6.3461 |
| 5.7302 | 0.74 | 7400 | 6.3174 |
| 5.8012 | 0.741 | 7410 | 6.3162 |
| 5.7993 | 0.742 | 7420 | 6.3244 |
| 5.6242 | 0.743 | 7430 | 6.3069 |
| 5.7296 | 0.744 | 7440 | 6.3059 |
| 5.6873 | 0.745 | 7450 | 6.3138 |
| 5.6936 | 0.746 | 7460 | 6.3174 |
| 5.6528 | 0.747 | 7470 | 6.3389 |
| 5.8621 | 0.748 | 7480 | 6.3179 |
| 5.1422 | 0.749 | 7490 | 6.3317 |
| 5.6723 | 0.75 | 7500 | 6.3092 |
| 5.682 | 0.751 | 7510 | 6.3267 |
| 5.9131 | 0.752 | 7520 | 6.2911 |
| 5.5004 | 0.753 | 7530 | 6.3260 |
| 5.7912 | 0.754 | 7540 | 6.2979 |
| 5.6279 | 0.755 | 7550 | 6.3041 |
| 5.8376 | 0.756 | 7560 | 6.3313 |
| 5.6867 | 0.757 | 7570 | 6.3457 |
| 5.6281 | 0.758 | 7580 | 6.3155 |
| 5.5027 | 0.759 | 7590 | 6.3200 |
| 5.5833 | 0.76 | 7600 | 6.3051 |
| 5.5657 | 0.761 | 7610 | 6.3300 |
| 5.7185 | 0.762 | 7620 | 6.3213 |
| 5.6951 | 0.763 | 7630 | 6.3106 |
| 6.0275 | 0.764 | 7640 | 6.3167 |
| 5.8396 | 0.765 | 7650 | 6.3059 |
| 5.2846 | 0.766 | 7660 | 6.3043 |
| 5.9432 | 0.767 | 7670 | 6.2822 |
| 5.7891 | 0.768 | 7680 | 6.3103 |
| 5.8259 | 0.769 | 7690 | 6.2879 |
| 5.764 | 0.77 | 7700 | 6.3198 |
| 5.5753 | 0.771 | 7710 | 6.2813 |
| 5.8308 | 0.772 | 7720 | 6.3046 |
| 5.6094 | 0.773 | 7730 | 6.2655 |
| 5.783 | 0.774 | 7740 | 6.2738 |
| 5.6201 | 0.775 | 7750 | 6.2866 |
| 5.6677 | 0.776 | 7760 | 6.2902 |
| 5.7351 | 0.777 | 7770 | 6.2880 |
| 6.0143 | 0.778 | 7780 | 6.3064 |
| 5.869 | 0.779 | 7790 | 6.3244 |
| 5.5459 | 0.78 | 7800 | 6.2777 |
| 5.5313 | 0.781 | 7810 | 6.3051 |
| 5.6613 | 0.782 | 7820 | 6.3139 |
| 5.5461 | 0.783 | 7830 | 6.2815 |
| 5.561 | 0.784 | 7840 | 6.3047 |
| 5.8235 | 0.785 | 7850 | 6.2923 |
| 5.5189 | 0.786 | 7860 | 6.3109 |
| 5.2886 | 0.787 | 7870 | 6.2738 |
| 5.6174 | 0.788 | 7880 | 6.3216 |
| 5.3464 | 0.789 | 7890 | 6.2692 |
| 5.7368 | 0.79 | 7900 | 6.2746 |
| 5.6721 | 0.791 | 7910 | 6.2922 |
| 5.7068 | 0.792 | 7920 | 6.2861 |
| 5.7242 | 0.793 | 7930 | 6.2927 |
| 5.6372 | 0.794 | 7940 | 6.3008 |
| 5.7053 | 0.795 | 7950 | 6.2639 |
| 5.4511 | 0.796 | 7960 | 6.2789 |
| 5.4752 | 0.797 | 7970 | 6.2479 |
| 5.5887 | 0.798 | 7980 | 6.3095 |
| 5.5528 | 0.799 | 7990 | 6.2898 |
| 5.6072 | 0.8 | 8000 | 6.2911 |
| 6.0932 | 0.801 | 8010 | 6.2702 |
| 5.6794 | 0.802 | 8020 | 6.2786 |
| 5.6075 | 0.803 | 8030 | 6.2556 |
| 5.6264 | 0.804 | 8040 | 6.2903 |
| 5.2535 | 0.805 | 8050 | 6.2722 |
| 5.4054 | 0.806 | 8060 | 6.2577 |
| 5.5871 | 0.807 | 8070 | 6.2366 |
| 5.6968 | 0.808 | 8080 | 6.2683 |
| 5.6716 | 0.809 | 8090 | 6.2517 |
| 5.3733 | 0.81 | 8100 | 6.2996 |
| 5.4301 | 0.811 | 8110 | 6.3062 |
| 5.7845 | 0.812 | 8120 | 6.2971 |
| 5.3525 | 0.813 | 8130 | 6.2539 |
| 5.5253 | 0.814 | 8140 | 6.2801 |
| 5.7488 | 0.815 | 8150 | 6.2837 |
| 5.5952 | 0.816 | 8160 | 6.2676 |
| 5.6563 | 0.817 | 8170 | 6.2681 |
| 5.6239 | 0.818 | 8180 | 6.2772 |
| 5.6207 | 0.819 | 8190 | 6.2953 |
| 5.6424 | 0.82 | 8200 | 6.2861 |
| 5.7479 | 0.821 | 8210 | 6.2525 |
| 5.3504 | 0.822 | 8220 | 6.2884 |
| 5.5993 | 0.823 | 8230 | 6.2984 |
| 5.5886 | 0.824 | 8240 | 6.2611 |
| 5.7441 | 0.825 | 8250 | 6.3138 |
| 5.4852 | 0.826 | 8260 | 6.2559 |
| 5.2373 | 0.827 | 8270 | 6.3011 |
| 5.872 | 0.828 | 8280 | 6.2955 |
| 5.7182 | 0.829 | 8290 | 6.2729 |
| 5.7185 | 0.83 | 8300 | 6.2879 |
| 5.2483 | 0.831 | 8310 | 6.2909 |
| 5.7845 | 0.832 | 8320 | 6.2647 |
| 5.3599 | 0.833 | 8330 | 6.2825 |
| 5.6269 | 0.834 | 8340 | 6.2490 |
| 5.5937 | 0.835 | 8350 | 6.2955 |
| 5.4679 | 0.836 | 8360 | 6.2727 |
| 5.5319 | 0.837 | 8370 | 6.2651 |
| 5.3986 | 0.838 | 8380 | 6.2930 |
| 5.5853 | 0.839 | 8390 | 6.2801 |
| 5.6189 | 0.84 | 8400 | 6.2585 |
| 5.6439 | 0.841 | 8410 | 6.2686 |
| 5.4651 | 0.842 | 8420 | 6.2594 |
| 5.6819 | 0.843 | 8430 | 6.2719 |
| 5.6709 | 0.844 | 8440 | 6.3054 |
| 5.6752 | 0.845 | 8450 | 6.2649 |
| 5.6752 | 0.846 | 8460 | 6.2674 |
| 5.4239 | 0.847 | 8470 | 6.2929 |
| 5.538 | 0.848 | 8480 | 6.2538 |
| 5.1249 | 0.849 | 8490 | 6.2461 |
| 5.7129 | 0.85 | 8500 | 6.2797 |
| 5.4924 | 0.851 | 8510 | 6.2933 |
| 5.7423 | 0.852 | 8520 | 6.2945 |
| 5.4006 | 0.853 | 8530 | 6.2676 |
| 5.5496 | 0.854 | 8540 | 6.2493 |
| 5.6511 | 0.855 | 8550 | 6.2846 |
| 5.6141 | 0.856 | 8560 | 6.2796 |
| 5.7037 | 0.857 | 8570 | 6.2149 |
| 5.6125 | 0.858 | 8580 | 6.2765 |
| 5.3888 | 0.859 | 8590 | 6.2462 |
| 5.6674 | 0.86 | 8600 | 6.2739 |
| 5.7666 | 0.861 | 8610 | 6.2798 |
| 5.7172 | 0.862 | 8620 | 6.2519 |
| 5.3669 | 0.863 | 8630 | 6.2537 |
| 5.7511 | 0.864 | 8640 | 6.2747 |
| 5.3386 | 0.865 | 8650 | 6.2552 |
| 5.3619 | 0.866 | 8660 | 6.2569 |
| 5.4342 | 0.867 | 8670 | 6.2372 |
| 5.2755 | 0.868 | 8680 | 6.2161 |
| 5.5582 | 0.869 | 8690 | 6.2631 |
| 5.4743 | 0.87 | 8700 | 6.2365 |
| 5.204 | 0.871 | 8710 | 6.2861 |
| 5.6277 | 0.872 | 8720 | 6.2812 |
| 5.3508 | 0.873 | 8730 | 6.2820 |
| 5.5305 | 0.874 | 8740 | 6.2519 |
| 5.4033 | 0.875 | 8750 | 6.2518 |
| 5.4189 | 0.876 | 8760 | 6.2684 |
| 5.5616 | 0.877 | 8770 | 6.2349 |
| 5.4119 | 0.878 | 8780 | 6.2842 |
| 5.5599 | 0.879 | 8790 | 6.2576 |
| 5.5466 | 0.88 | 8800 | 6.2574 |
| 5.5524 | 0.881 | 8810 | 6.2582 |
| 5.6543 | 0.882 | 8820 | 6.2724 |
| 5.3716 | 0.883 | 8830 | 6.2628 |
| 5.7444 | 0.884 | 8840 | 6.2470 |
| 5.6423 | 0.885 | 8850 | 6.2923 |
| 5.3265 | 0.886 | 8860 | 6.2557 |
| 5.6776 | 0.887 | 8870 | 6.2437 |
| 5.8196 | 0.888 | 8880 | 6.2779 |
| 5.361 | 0.889 | 8890 | 6.2615 |
| 5.3756 | 0.89 | 8900 | 6.2140 |
| 5.6417 | 0.891 | 8910 | 6.2863 |
| 5.3346 | 0.892 | 8920 | 6.2874 |
| 5.4061 | 0.893 | 8930 | 6.2393 |
| 5.6109 | 0.894 | 8940 | 6.2677 |
| 5.3509 | 0.895 | 8950 | 6.2810 |
| 5.6565 | 0.896 | 8960 | 6.2621 |
| 5.5857 | 0.897 | 8970 | 6.2626 |
| 5.4111 | 0.898 | 8980 | 6.2650 |
| 5.4185 | 0.899 | 8990 | 6.2630 |
| 5.6955 | 0.9 | 9000 | 6.2682 |
| 5.4559 | 0.901 | 9010 | 6.2643 |
| 5.7826 | 0.902 | 9020 | 6.2550 |
| 5.3261 | 0.903 | 9030 | 6.2351 |
| 5.5806 | 0.904 | 9040 | 6.2682 |
| 5.4439 | 0.905 | 9050 | 6.2550 |
| 5.8223 | 0.906 | 9060 | 6.2825 |
| 5.588 | 0.907 | 9070 | 6.2208 |
| 5.3796 | 0.908 | 9080 | 6.2664 |
| 5.4349 | 0.909 | 9090 | 6.2109 |
| 5.6876 | 0.91 | 9100 | 6.2410 |
| 5.5946 | 0.911 | 9110 | 6.2454 |
| 5.8437 | 0.912 | 9120 | 6.2780 |
| 5.602 | 0.913 | 9130 | 6.2475 |
| 5.5598 | 0.914 | 9140 | 6.2831 |
| 5.695 | 0.915 | 9150 | 6.2785 |
| 5.5568 | 0.916 | 9160 | 6.2348 |
| 5.7281 | 0.917 | 9170 | 6.2601 |
| 5.5717 | 0.918 | 9180 | 6.2130 |
| 5.5958 | 0.919 | 9190 | 6.2437 |
| 5.2954 | 0.92 | 9200 | 6.2147 |
| 5.8109 | 0.921 | 9210 | 6.2353 |
| 5.2542 | 0.922 | 9220 | 6.2593 |
| 5.5137 | 0.923 | 9230 | 6.2100 |
| 5.3787 | 0.924 | 9240 | 6.2594 |
| 5.4288 | 0.925 | 9250 | 6.2940 |
| 5.3994 | 0.926 | 9260 | 6.2502 |
| 5.7553 | 0.927 | 9270 | 6.2345 |
| 5.5314 | 0.928 | 9280 | 6.2778 |
| 5.3613 | 0.929 | 9290 | 6.2413 |
| 5.5031 | 0.93 | 9300 | 6.2454 |
| 5.4278 | 0.931 | 9310 | 6.2560 |
| 5.4189 | 0.932 | 9320 | 6.2650 |
| 5.6314 | 0.933 | 9330 | 6.2460 |
| 5.5949 | 0.934 | 9340 | 6.2432 |
| 5.5991 | 0.935 | 9350 | 6.2758 |
| 5.496 | 0.936 | 9360 | 6.2365 |
| 5.8629 | 0.937 | 9370 | 6.2429 |
| 5.9427 | 0.938 | 9380 | 6.2612 |
| 5.4581 | 0.939 | 9390 | 6.2737 |
| 5.7704 | 0.94 | 9400 | 6.2222 |
| 5.6164 | 0.941 | 9410 | 6.2399 |
| 5.4597 | 0.942 | 9420 | 6.2763 |
| 5.6986 | 0.943 | 9430 | 6.2800 |
| 5.7998 | 0.944 | 9440 | 6.2444 |
| 5.7652 | 0.945 | 9450 | 6.2705 |
| 5.671 | 0.946 | 9460 | 6.2474 |
| 5.6318 | 0.947 | 9470 | 6.2224 |
| 5.7075 | 0.948 | 9480 | 6.2910 |
| 5.521 | 0.949 | 9490 | 6.2549 |
| 5.6231 | 0.95 | 9500 | 6.2541 |
| 5.4045 | 0.951 | 9510 | 6.2317 |
| 5.5082 | 0.952 | 9520 | 6.2721 |
| 5.4198 | 0.953 | 9530 | 6.2444 |
| 5.6029 | 0.954 | 9540 | 6.2647 |
| 5.4317 | 0.955 | 9550 | 6.2716 |
| 5.4169 | 0.956 | 9560 | 6.1811 |
| 5.2246 | 0.957 | 9570 | 6.2675 |
| 6.0856 | 0.958 | 9580 | 6.2777 |
| 5.4341 | 0.959 | 9590 | 6.2403 |
| 5.831 | 0.96 | 9600 | 6.2661 |
| 5.6772 | 0.961 | 9610 | 6.2501 |
| 5.4768 | 0.962 | 9620 | 6.2560 |
| 5.5434 | 0.963 | 9630 | 6.2453 |
| 5.4867 | 0.964 | 9640 | 6.2355 |
| 5.4063 | 0.965 | 9650 | 6.2565 |
| 5.4961 | 0.966 | 9660 | 6.2524 |
| 5.0615 | 0.967 | 9670 | 6.2586 |
| 5.5631 | 0.968 | 9680 | 6.2372 |
| 5.5376 | 0.969 | 9690 | 6.2641 |
| 5.432 | 0.97 | 9700 | 6.2525 |
| 5.5827 | 0.971 | 9710 | 6.2555 |
| 5.4055 | 0.972 | 9720 | 6.2875 |
| 5.6391 | 0.973 | 9730 | 6.2588 |
| 5.7103 | 0.974 | 9740 | 6.2745 |
| 5.5136 | 0.975 | 9750 | 6.2350 |
| 5.4796 | 0.976 | 9760 | 6.2417 |
| 5.6263 | 0.977 | 9770 | 6.2431 |
| 5.3727 | 0.978 | 9780 | 6.2564 |
| 5.7076 | 0.979 | 9790 | 6.2475 |
| 5.5146 | 0.98 | 9800 | 6.2364 |
| 5.4972 | 0.981 | 9810 | 6.2565 |
| 5.8581 | 0.982 | 9820 | 6.2590 |
| 5.2908 | 0.983 | 9830 | 6.2529 |
| 5.5412 | 0.984 | 9840 | 6.2207 |
| 5.7646 | 0.985 | 9850 | 6.2631 |
| 5.4033 | 0.986 | 9860 | 6.2512 |
| 5.735 | 0.987 | 9870 | 6.2794 |
| 5.4434 | 0.988 | 9880 | 6.2296 |
| 5.602 | 0.989 | 9890 | 6.2296 |
| 5.4668 | 0.99 | 9900 | 6.2437 |
| 5.3379 | 0.991 | 9910 | 6.2277 |
| 5.4098 | 0.992 | 9920 | 6.2671 |
| 5.6549 | 0.993 | 9930 | 6.2750 |
| 5.6659 | 0.994 | 9940 | 6.2481 |
| 5.4241 | 0.995 | 9950 | 6.2437 |
| 5.4693 | 0.996 | 9960 | 6.2562 |
| 5.4565 | 0.997 | 9970 | 6.2672 |
| 5.3617 | 0.998 | 9980 | 6.2671 |
| 5.5834 | 0.999 | 9990 | 6.2722 |
| 5.7009 | 1.0 | 10000 | 6.2640 |
### Framework versions
- Transformers 4.44.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
|