Model save
Browse files- README.md +300 -345
- model.safetensors +1 -1
- runs/Nov26_20-33-25_ffe7168ca228/events.out.tfevents.1732653206.ffe7168ca228.940.0 +2 -2
- tokenizer.json +1 -6
README.md
CHANGED
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---
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library_name: transformers
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tags:
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- generated_from_trainer
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metrics:
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@@ -16,12 +17,12 @@ should probably proofread and complete it, then remove this comment. -->
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# test-push-to-hf
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- F1: 0.
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- Roc Auc: 0.
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- Accuracy: 0.
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## Model description
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@@ -52,345 +53,299 @@ The following hyperparameters were used during training:
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| Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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|:-------------:|:------:|:-----:|:---------------:|:------:|:-------:|:--------:|
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| 0.201 | 8.6598 | 29400 | 0.6294 | 0.7073 | 0.7857 | 0.5670 |
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| 0.1419 | 8.6892 | 29500 | 0.6365 | 0.7072 | 0.7858 | 0.5655 |
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| 0.1482 | 8.7187 | 29600 | 0.6364 | 0.7081 | 0.7863 | 0.5714 |
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| 0.1634 | 8.7482 | 29700 | 0.6417 | 0.7074 | 0.7854 | 0.5714 |
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| 0.1888 | 8.7776 | 29800 | 0.6411 | 0.7047 | 0.7839 | 0.5655 |
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| 0.159 | 8.8071 | 29900 | 0.6393 | 0.7083 | 0.7862 | 0.5714 |
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| 0.1792 | 8.8365 | 30000 | 0.6350 | 0.7106 | 0.7877 | 0.5744 |
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| 0.1877 | 8.8660 | 30100 | 0.6339 | 0.7072 | 0.7858 | 0.5641 |
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| 0.1423 | 8.8954 | 30200 | 0.6389 | 0.7069 | 0.7854 | 0.5648 |
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| 0.1754 | 8.9249 | 30300 | 0.6377 | 0.7077 | 0.7860 | 0.5677 |
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| 0.1839 | 8.9543 | 30400 | 0.6385 | 0.7094 | 0.7871 | 0.5707 |
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| 0.1638 | 8.9838 | 30500 | 0.6386 | 0.7094 | 0.7873 | 0.5692 |
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| 0.1509 | 9.0133 | 30600 | 0.6456 | 0.7070 | 0.7854 | 0.5641 |
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| 0.1339 | 9.0427 | 30700 | 0.6498 | 0.7058 | 0.7845 | 0.5648 |
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| 0.1789 | 9.0722 | 30800 | 0.6474 | 0.7076 | 0.7858 | 0.5641 |
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| 0.1475 | 9.1016 | 30900 | 0.6479 | 0.7085 | 0.7866 | 0.5707 |
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| 0.2169 | 9.1311 | 31000 | 0.6489 | 0.7089 | 0.7869 | 0.5692 |
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| 0.1722 | 9.1605 | 31100 | 0.6510 | 0.7062 | 0.7851 | 0.5655 |
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| 0.1608 | 9.1900 | 31200 | 0.6487 | 0.7069 | 0.7855 | 0.5670 |
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| 0.1566 | 9.2194 | 31300 | 0.6532 | 0.7064 | 0.7849 | 0.5677 |
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| 0.1638 | 9.2489 | 31400 | 0.6517 | 0.7056 | 0.7847 | 0.5663 |
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| 0.1402 | 9.2784 | 31500 | 0.6525 | 0.7087 | 0.7865 | 0.5751 |
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| 0.1611 | 9.3078 | 31600 | 0.6523 | 0.7064 | 0.7852 | 0.5663 |
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| 0.2054 | 9.3373 | 31700 | 0.6497 | 0.7071 | 0.7861 | 0.5663 |
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| 0.1691 | 9.3667 | 31800 | 0.6490 | 0.7083 | 0.7864 | 0.5692 |
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| 0.1886 | 9.3962 | 31900 | 0.6476 | 0.7079 | 0.7861 | 0.5729 |
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| 0.1799 | 9.4256 | 32000 | 0.6481 | 0.7108 | 0.7883 | 0.5729 |
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| 0.156 | 9.4551 | 32100 | 0.6474 | 0.7084 | 0.7867 | 0.5685 |
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| 0.1299 | 9.4845 | 32200 | 0.6495 | 0.7113 | 0.7888 | 0.5722 |
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| 0.1498 | 9.5140 | 32300 | 0.6507 | 0.7103 | 0.7879 | 0.5722 |
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| 0.1738 | 9.5434 | 32400 | 0.6518 | 0.7108 | 0.7884 | 0.5707 |
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| 0.1956 | 9.5729 | 32500 | 0.6498 | 0.7109 | 0.7885 | 0.5744 |
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| 0.1743 | 9.6024 | 32600 | 0.6522 | 0.7093 | 0.7874 | 0.5685 |
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| 0.1731 | 9.6318 | 32700 | 0.6515 | 0.7098 | 0.7877 | 0.5714 |
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| 0.165 | 9.6613 | 32800 | 0.6510 | 0.7082 | 0.7865 | 0.5700 |
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| 0.1812 | 9.6907 | 32900 | 0.6500 | 0.7072 | 0.7858 | 0.5677 |
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| 0.2036 | 9.7202 | 33000 | 0.6490 | 0.7080 | 0.7861 | 0.5707 |
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| 0.1659 | 9.7496 | 33100 | 0.6491 | 0.7093 | 0.7872 | 0.5729 |
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| 0.1456 | 9.7791 | 33200 | 0.6487 | 0.7080 | 0.7861 | 0.5722 |
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| 0.2015 | 9.8085 | 33300 | 0.6479 | 0.7064 | 0.7850 | 0.5692 |
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| 0.136 | 9.8380 | 33400 | 0.6479 | 0.7070 | 0.7854 | 0.5714 |
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| 0.1929 | 9.8675 | 33500 | 0.6477 | 0.7099 | 0.7875 | 0.5722 |
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| 0.1862 | 9.8969 | 33600 | 0.6479 | 0.7084 | 0.7864 | 0.5700 |
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| 0.1583 | 9.9264 | 33700 | 0.6486 | 0.7093 | 0.7871 | 0.5722 |
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| 0.1442 | 9.9558 | 33800 | 0.6486 | 0.7103 | 0.7878 | 0.5744 |
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| 0.196 | 9.9853 | 33900 | 0.6485 | 0.7091 | 0.7870 | 0.5722 |
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### Framework versions
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---
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library_name: transformers
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license: mit
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base_model: dbmdz/bert-base-turkish-uncased
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tags:
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- generated_from_trainer
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metrics:
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# test-push-to-hf
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+
This model is a fine-tuned version of [dbmdz/bert-base-turkish-uncased](https://huggingface.co/dbmdz/bert-base-turkish-uncased) on the None dataset.
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It achieves the following results on the evaluation set:
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+
- Loss: 0.5558
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- F1: 0.7588
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- Roc Auc: 0.8238
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- Accuracy: 0.6511
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|
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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|:-------------:|:------:|:-----:|:---------------:|:------:|:-------:|:--------:|
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| 0.5692 | 0.0341 | 100 | 0.5455 | 0.5220 | 0.6605 | 0.3677 |
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| 0.5286 | 0.0681 | 200 | 0.5233 | 0.5602 | 0.6848 | 0.4136 |
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| 0.5048 | 0.1022 | 300 | 0.5009 | 0.5681 | 0.6902 | 0.4179 |
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| 0.5125 | 0.1362 | 400 | 0.4740 | 0.5957 | 0.7091 | 0.4298 |
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| 0.479 | 0.1703 | 500 | 0.4516 | 0.6236 | 0.7269 | 0.4570 |
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| 0.4599 | 0.2044 | 600 | 0.4334 | 0.6564 | 0.7482 | 0.4638 |
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| 0.4439 | 0.2384 | 700 | 0.4143 | 0.6747 | 0.7596 | 0.5157 |
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| 0.4116 | 0.2725 | 800 | 0.4023 | 0.6802 | 0.7631 | 0.5319 |
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| 0.4044 | 0.3065 | 900 | 0.4056 | 0.6810 | 0.7642 | 0.5362 |
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| 0.4368 | 0.3406 | 1000 | 0.3900 | 0.7054 | 0.7828 | 0.5413 |
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| 0.4258 | 0.3747 | 1100 | 0.3831 | 0.7153 | 0.7870 | 0.5651 |
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| 0.3962 | 0.4087 | 1200 | 0.3750 | 0.7219 | 0.7910 | 0.5796 |
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| 0.407 | 0.4428 | 1300 | 0.3775 | 0.7051 | 0.7786 | 0.5532 |
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| 0.3808 | 0.4768 | 1400 | 0.3879 | 0.7301 | 0.7997 | 0.5813 |
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| 0.3669 | 0.5109 | 1500 | 0.3661 | 0.7325 | 0.8000 | 0.6026 |
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| 0.3701 | 0.5450 | 1600 | 0.3663 | 0.7331 | 0.8000 | 0.5906 |
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72 |
+
| 0.3719 | 0.5790 | 1700 | 0.3707 | 0.7267 | 0.7951 | 0.5923 |
|
73 |
+
| 0.3734 | 0.6131 | 1800 | 0.3721 | 0.7306 | 0.7975 | 0.5983 |
|
74 |
+
| 0.3624 | 0.6471 | 1900 | 0.3536 | 0.7365 | 0.8026 | 0.6085 |
|
75 |
+
| 0.3617 | 0.6812 | 2000 | 0.3552 | 0.7407 | 0.8054 | 0.6060 |
|
76 |
+
| 0.3933 | 0.7153 | 2100 | 0.3517 | 0.7211 | 0.7902 | 0.5932 |
|
77 |
+
| 0.3564 | 0.7493 | 2200 | 0.3466 | 0.7384 | 0.8040 | 0.5957 |
|
78 |
+
| 0.3728 | 0.7834 | 2300 | 0.3592 | 0.7327 | 0.8005 | 0.5770 |
|
79 |
+
| 0.3539 | 0.8174 | 2400 | 0.3491 | 0.7390 | 0.8048 | 0.6281 |
|
80 |
+
| 0.3452 | 0.8515 | 2500 | 0.3431 | 0.7501 | 0.8138 | 0.6238 |
|
81 |
+
| 0.3453 | 0.8856 | 2600 | 0.3449 | 0.7457 | 0.8103 | 0.6162 |
|
82 |
+
| 0.3552 | 0.9196 | 2700 | 0.3485 | 0.7464 | 0.8114 | 0.6145 |
|
83 |
+
| 0.3619 | 0.9537 | 2800 | 0.3539 | 0.7402 | 0.8048 | 0.5983 |
|
84 |
+
| 0.345 | 0.9877 | 2900 | 0.3480 | 0.7484 | 0.8124 | 0.6009 |
|
85 |
+
| 0.3551 | 1.0218 | 3000 | 0.3477 | 0.7511 | 0.8142 | 0.5949 |
|
86 |
+
| 0.2926 | 1.0559 | 3100 | 0.3485 | 0.7469 | 0.8101 | 0.6383 |
|
87 |
+
| 0.3164 | 1.0899 | 3200 | 0.3355 | 0.7483 | 0.8114 | 0.6128 |
|
88 |
+
| 0.3536 | 1.1240 | 3300 | 0.3330 | 0.7597 | 0.8207 | 0.6247 |
|
89 |
+
| 0.2983 | 1.1580 | 3400 | 0.3454 | 0.7552 | 0.8178 | 0.6179 |
|
90 |
+
| 0.3007 | 1.1921 | 3500 | 0.3357 | 0.7567 | 0.8195 | 0.6332 |
|
91 |
+
| 0.3361 | 1.2262 | 3600 | 0.3329 | 0.7560 | 0.8178 | 0.6255 |
|
92 |
+
| 0.3173 | 1.2602 | 3700 | 0.3350 | 0.7570 | 0.8166 | 0.6255 |
|
93 |
+
| 0.3201 | 1.2943 | 3800 | 0.3340 | 0.7574 | 0.8173 | 0.6128 |
|
94 |
+
| 0.3205 | 1.3283 | 3900 | 0.3309 | 0.7653 | 0.8250 | 0.6349 |
|
95 |
+
| 0.3194 | 1.3624 | 4000 | 0.3331 | 0.7598 | 0.8200 | 0.6272 |
|
96 |
+
| 0.3228 | 1.3965 | 4100 | 0.3382 | 0.7585 | 0.8192 | 0.6187 |
|
97 |
+
| 0.323 | 1.4305 | 4200 | 0.3294 | 0.7640 | 0.8235 | 0.6366 |
|
98 |
+
| 0.3262 | 1.4646 | 4300 | 0.3271 | 0.7693 | 0.8281 | 0.6374 |
|
99 |
+
| 0.3042 | 1.4986 | 4400 | 0.3367 | 0.7511 | 0.8145 | 0.6417 |
|
100 |
+
| 0.3306 | 1.5327 | 4500 | 0.3353 | 0.7582 | 0.8197 | 0.6451 |
|
101 |
+
| 0.2829 | 1.5668 | 4600 | 0.3430 | 0.7534 | 0.8159 | 0.6426 |
|
102 |
+
| 0.2957 | 1.6008 | 4700 | 0.3406 | 0.7570 | 0.8177 | 0.6281 |
|
103 |
+
| 0.3095 | 1.6349 | 4800 | 0.3386 | 0.7486 | 0.8110 | 0.6221 |
|
104 |
+
| 0.316 | 1.6689 | 4900 | 0.3338 | 0.7587 | 0.8198 | 0.6332 |
|
105 |
+
| 0.3053 | 1.7030 | 5000 | 0.3386 | 0.7629 | 0.8243 | 0.6255 |
|
106 |
+
| 0.3303 | 1.7371 | 5100 | 0.3394 | 0.7516 | 0.8156 | 0.6357 |
|
107 |
+
| 0.2987 | 1.7711 | 5200 | 0.3339 | 0.7589 | 0.8205 | 0.6281 |
|
108 |
+
| 0.3252 | 1.8052 | 5300 | 0.3312 | 0.7666 | 0.8265 | 0.6357 |
|
109 |
+
| 0.337 | 1.8392 | 5400 | 0.3290 | 0.7631 | 0.8216 | 0.6426 |
|
110 |
+
| 0.3328 | 1.8733 | 5500 | 0.3283 | 0.7662 | 0.8252 | 0.6383 |
|
111 |
+
| 0.3041 | 1.9074 | 5600 | 0.3607 | 0.7557 | 0.8207 | 0.6111 |
|
112 |
+
| 0.319 | 1.9414 | 5700 | 0.3246 | 0.7686 | 0.8283 | 0.6545 |
|
113 |
+
| 0.3418 | 1.9755 | 5800 | 0.3201 | 0.7668 | 0.8262 | 0.6434 |
|
114 |
+
| 0.2795 | 2.0095 | 5900 | 0.3350 | 0.7620 | 0.8239 | 0.6230 |
|
115 |
+
| 0.2989 | 2.0436 | 6000 | 0.3377 | 0.7513 | 0.8134 | 0.6349 |
|
116 |
+
| 0.2599 | 2.0777 | 6100 | 0.3363 | 0.7657 | 0.8249 | 0.6468 |
|
117 |
+
| 0.2731 | 2.1117 | 6200 | 0.3308 | 0.7700 | 0.8286 | 0.6570 |
|
118 |
+
| 0.2891 | 2.1458 | 6300 | 0.3360 | 0.7622 | 0.8243 | 0.6434 |
|
119 |
+
| 0.2824 | 2.1798 | 6400 | 0.3406 | 0.7663 | 0.8281 | 0.6349 |
|
120 |
+
| 0.271 | 2.2139 | 6500 | 0.3393 | 0.7727 | 0.8333 | 0.6340 |
|
121 |
+
| 0.269 | 2.2480 | 6600 | 0.3395 | 0.7669 | 0.8262 | 0.6340 |
|
122 |
+
| 0.3048 | 2.2820 | 6700 | 0.3371 | 0.7666 | 0.8253 | 0.6443 |
|
123 |
+
| 0.2659 | 2.3161 | 6800 | 0.3453 | 0.7678 | 0.8278 | 0.6281 |
|
124 |
+
| 0.281 | 2.3501 | 6900 | 0.3386 | 0.7574 | 0.8193 | 0.6366 |
|
125 |
+
| 0.28 | 2.3842 | 7000 | 0.3286 | 0.7691 | 0.8287 | 0.6349 |
|
126 |
+
| 0.2895 | 2.4183 | 7100 | 0.3323 | 0.7656 | 0.8261 | 0.6315 |
|
127 |
+
| 0.2566 | 2.4523 | 7200 | 0.3327 | 0.7629 | 0.8234 | 0.6315 |
|
128 |
+
| 0.238 | 2.4864 | 7300 | 0.3450 | 0.7614 | 0.8226 | 0.6426 |
|
129 |
+
| 0.284 | 2.5204 | 7400 | 0.3392 | 0.7709 | 0.8305 | 0.6340 |
|
130 |
+
| 0.3125 | 2.5545 | 7500 | 0.3371 | 0.7668 | 0.8289 | 0.6315 |
|
131 |
+
| 0.2601 | 2.5886 | 7600 | 0.3394 | 0.7640 | 0.8228 | 0.6374 |
|
132 |
+
| 0.3005 | 2.6226 | 7700 | 0.3308 | 0.7696 | 0.8285 | 0.6426 |
|
133 |
+
| 0.2517 | 2.6567 | 7800 | 0.3342 | 0.7756 | 0.8331 | 0.6519 |
|
134 |
+
| 0.2805 | 2.6907 | 7900 | 0.3392 | 0.7729 | 0.8323 | 0.6417 |
|
135 |
+
| 0.2629 | 2.7248 | 8000 | 0.3403 | 0.7737 | 0.8311 | 0.6434 |
|
136 |
+
| 0.2958 | 2.7589 | 8100 | 0.3335 | 0.7715 | 0.8300 | 0.6391 |
|
137 |
+
| 0.2547 | 2.7929 | 8200 | 0.3470 | 0.7680 | 0.8271 | 0.6468 |
|
138 |
+
| 0.2957 | 2.8270 | 8300 | 0.3351 | 0.7755 | 0.8343 | 0.6511 |
|
139 |
+
| 0.2651 | 2.8610 | 8400 | 0.3348 | 0.7706 | 0.8303 | 0.6391 |
|
140 |
+
| 0.2991 | 2.8951 | 8500 | 0.3453 | 0.7689 | 0.8299 | 0.6443 |
|
141 |
+
| 0.2956 | 2.9292 | 8600 | 0.3418 | 0.7738 | 0.8320 | 0.6502 |
|
142 |
+
| 0.2929 | 2.9632 | 8700 | 0.3570 | 0.7601 | 0.8221 | 0.6485 |
|
143 |
+
| 0.2558 | 2.9973 | 8800 | 0.3511 | 0.7682 | 0.8272 | 0.6485 |
|
144 |
+
| 0.2929 | 3.0313 | 8900 | 0.3528 | 0.7683 | 0.8294 | 0.6281 |
|
145 |
+
| 0.229 | 3.0654 | 9000 | 0.3473 | 0.7695 | 0.8309 | 0.6357 |
|
146 |
+
| 0.2221 | 3.0995 | 9100 | 0.3576 | 0.7668 | 0.8265 | 0.6409 |
|
147 |
+
| 0.2308 | 3.1335 | 9200 | 0.3492 | 0.7703 | 0.8297 | 0.6426 |
|
148 |
+
| 0.2647 | 3.1676 | 9300 | 0.3570 | 0.7662 | 0.8252 | 0.6460 |
|
149 |
+
| 0.2455 | 3.2016 | 9400 | 0.3722 | 0.7642 | 0.8251 | 0.6562 |
|
150 |
+
| 0.2563 | 3.2357 | 9500 | 0.3690 | 0.7682 | 0.8284 | 0.6417 |
|
151 |
+
| 0.2985 | 3.2698 | 9600 | 0.3600 | 0.7654 | 0.8259 | 0.6443 |
|
152 |
+
| 0.2471 | 3.3038 | 9700 | 0.3563 | 0.7683 | 0.8294 | 0.6426 |
|
153 |
+
| 0.2182 | 3.3379 | 9800 | 0.3663 | 0.7658 | 0.8248 | 0.6494 |
|
154 |
+
| 0.251 | 3.3719 | 9900 | 0.3578 | 0.7624 | 0.8223 | 0.6349 |
|
155 |
+
| 0.2345 | 3.4060 | 10000 | 0.3704 | 0.7618 | 0.8225 | 0.6281 |
|
156 |
+
| 0.2358 | 3.4401 | 10100 | 0.3725 | 0.7676 | 0.8277 | 0.6460 |
|
157 |
+
| 0.2569 | 3.4741 | 10200 | 0.3742 | 0.7659 | 0.8246 | 0.6374 |
|
158 |
+
| 0.274 | 3.5082 | 10300 | 0.3616 | 0.7631 | 0.8243 | 0.6323 |
|
159 |
+
| 0.2449 | 3.5422 | 10400 | 0.3647 | 0.7642 | 0.8256 | 0.6374 |
|
160 |
+
| 0.2209 | 3.5763 | 10500 | 0.3665 | 0.7665 | 0.8261 | 0.6426 |
|
161 |
+
| 0.2567 | 3.6104 | 10600 | 0.3729 | 0.7586 | 0.8209 | 0.6451 |
|
162 |
+
| 0.2285 | 3.6444 | 10700 | 0.3734 | 0.7638 | 0.8277 | 0.6443 |
|
163 |
+
| 0.2177 | 3.6785 | 10800 | 0.3684 | 0.7734 | 0.8321 | 0.6502 |
|
164 |
+
| 0.2458 | 3.7125 | 10900 | 0.3934 | 0.7714 | 0.8342 | 0.6357 |
|
165 |
+
| 0.2508 | 3.7466 | 11000 | 0.3751 | 0.7656 | 0.8276 | 0.6323 |
|
166 |
+
| 0.2225 | 3.7807 | 11100 | 0.3892 | 0.7543 | 0.8166 | 0.6485 |
|
167 |
+
| 0.253 | 3.8147 | 11200 | 0.3854 | 0.7596 | 0.8205 | 0.6451 |
|
168 |
+
| 0.2074 | 3.8488 | 11300 | 0.4023 | 0.7593 | 0.8196 | 0.6468 |
|
169 |
+
| 0.2394 | 3.8828 | 11400 | 0.3922 | 0.7665 | 0.8266 | 0.6357 |
|
170 |
+
| 0.269 | 3.9169 | 11500 | 0.3742 | 0.7659 | 0.8275 | 0.6383 |
|
171 |
+
| 0.2502 | 3.9510 | 11600 | 0.3824 | 0.7645 | 0.8246 | 0.6502 |
|
172 |
+
| 0.2483 | 3.9850 | 11700 | 0.3704 | 0.7658 | 0.8265 | 0.6383 |
|
173 |
+
| 0.2499 | 4.0191 | 11800 | 0.3630 | 0.7694 | 0.8290 | 0.6485 |
|
174 |
+
| 0.1972 | 4.0531 | 11900 | 0.3681 | 0.7685 | 0.8296 | 0.6519 |
|
175 |
+
| 0.1998 | 4.0872 | 12000 | 0.3935 | 0.7655 | 0.8269 | 0.6502 |
|
176 |
+
| 0.2257 | 4.1213 | 12100 | 0.3908 | 0.7674 | 0.8277 | 0.6443 |
|
177 |
+
| 0.2198 | 4.1553 | 12200 | 0.3981 | 0.7636 | 0.8246 | 0.6468 |
|
178 |
+
| 0.2018 | 4.1894 | 12300 | 0.3936 | 0.7650 | 0.8276 | 0.6426 |
|
179 |
+
| 0.2382 | 4.2234 | 12400 | 0.4085 | 0.7623 | 0.8272 | 0.6281 |
|
180 |
+
| 0.2072 | 4.2575 | 12500 | 0.3963 | 0.7603 | 0.8240 | 0.6383 |
|
181 |
+
| 0.2004 | 4.2916 | 12600 | 0.3962 | 0.7662 | 0.8274 | 0.6485 |
|
182 |
+
| 0.2212 | 4.3256 | 12700 | 0.3936 | 0.7705 | 0.8311 | 0.6562 |
|
183 |
+
| 0.2001 | 4.3597 | 12800 | 0.3930 | 0.7650 | 0.8276 | 0.6426 |
|
184 |
+
| 0.1948 | 4.3937 | 12900 | 0.3996 | 0.7590 | 0.8210 | 0.6434 |
|
185 |
+
| 0.2255 | 4.4278 | 13000 | 0.4015 | 0.7632 | 0.8252 | 0.6468 |
|
186 |
+
| 0.226 | 4.4619 | 13100 | 0.4030 | 0.7682 | 0.8299 | 0.6417 |
|
187 |
+
| 0.2226 | 4.4959 | 13200 | 0.4161 | 0.7617 | 0.8237 | 0.6409 |
|
188 |
+
| 0.2089 | 4.5300 | 13300 | 0.4101 | 0.7662 | 0.8284 | 0.6417 |
|
189 |
+
| 0.1991 | 4.5640 | 13400 | 0.4043 | 0.7617 | 0.8233 | 0.6409 |
|
190 |
+
| 0.1786 | 4.5981 | 13500 | 0.4135 | 0.7661 | 0.8291 | 0.6434 |
|
191 |
+
| 0.2076 | 4.6322 | 13600 | 0.4174 | 0.7601 | 0.8231 | 0.6383 |
|
192 |
+
| 0.1875 | 4.6662 | 13700 | 0.4157 | 0.7613 | 0.8234 | 0.6391 |
|
193 |
+
| 0.2223 | 4.7003 | 13800 | 0.4189 | 0.7593 | 0.8224 | 0.6417 |
|
194 |
+
| 0.1988 | 4.7343 | 13900 | 0.4138 | 0.7643 | 0.8268 | 0.6426 |
|
195 |
+
| 0.1943 | 4.7684 | 14000 | 0.4259 | 0.7603 | 0.8248 | 0.6434 |
|
196 |
+
| 0.2442 | 4.8025 | 14100 | 0.4293 | 0.7611 | 0.8245 | 0.6417 |
|
197 |
+
| 0.2424 | 4.8365 | 14200 | 0.4219 | 0.7576 | 0.8217 | 0.6477 |
|
198 |
+
| 0.2204 | 4.8706 | 14300 | 0.4284 | 0.7586 | 0.8241 | 0.6366 |
|
199 |
+
| 0.2167 | 4.9046 | 14400 | 0.4162 | 0.7580 | 0.8216 | 0.6426 |
|
200 |
+
| 0.215 | 4.9387 | 14500 | 0.4274 | 0.7655 | 0.8284 | 0.6451 |
|
201 |
+
| 0.2165 | 4.9728 | 14600 | 0.4220 | 0.7564 | 0.8207 | 0.6349 |
|
202 |
+
| 0.2572 | 5.0068 | 14700 | 0.4203 | 0.7561 | 0.8190 | 0.6417 |
|
203 |
+
| 0.2207 | 5.0409 | 14800 | 0.4269 | 0.7568 | 0.8210 | 0.6502 |
|
204 |
+
| 0.1654 | 5.0749 | 14900 | 0.4321 | 0.7625 | 0.8270 | 0.6374 |
|
205 |
+
| 0.1936 | 5.1090 | 15000 | 0.4369 | 0.7587 | 0.8213 | 0.6477 |
|
206 |
+
| 0.199 | 5.1431 | 15100 | 0.4299 | 0.7605 | 0.8244 | 0.64 |
|
207 |
+
| 0.1901 | 5.1771 | 15200 | 0.4381 | 0.7590 | 0.8235 | 0.6477 |
|
208 |
+
| 0.1585 | 5.2112 | 15300 | 0.4321 | 0.7653 | 0.8292 | 0.6494 |
|
209 |
+
| 0.2054 | 5.2452 | 15400 | 0.4325 | 0.7650 | 0.8278 | 0.6468 |
|
210 |
+
| 0.1853 | 5.2793 | 15500 | 0.4404 | 0.7641 | 0.8266 | 0.6485 |
|
211 |
+
| 0.189 | 5.3134 | 15600 | 0.4450 | 0.7577 | 0.8214 | 0.6477 |
|
212 |
+
| 0.1882 | 5.3474 | 15700 | 0.4387 | 0.7585 | 0.8234 | 0.6426 |
|
213 |
+
| 0.2048 | 5.3815 | 15800 | 0.4455 | 0.7557 | 0.8212 | 0.6349 |
|
214 |
+
| 0.2267 | 5.4155 | 15900 | 0.4438 | 0.7572 | 0.8211 | 0.6409 |
|
215 |
+
| 0.1734 | 5.4496 | 16000 | 0.4517 | 0.7593 | 0.8224 | 0.6545 |
|
216 |
+
| 0.1916 | 5.4837 | 16100 | 0.4487 | 0.7564 | 0.8207 | 0.6485 |
|
217 |
+
| 0.1681 | 5.5177 | 16200 | 0.4441 | 0.7598 | 0.8244 | 0.6494 |
|
218 |
+
| 0.1869 | 5.5518 | 16300 | 0.4437 | 0.7621 | 0.8254 | 0.6485 |
|
219 |
+
| 0.1592 | 5.5858 | 16400 | 0.4535 | 0.7592 | 0.8224 | 0.6468 |
|
220 |
+
| 0.2072 | 5.6199 | 16500 | 0.4523 | 0.7608 | 0.8241 | 0.6374 |
|
221 |
+
| 0.2078 | 5.6540 | 16600 | 0.4592 | 0.7604 | 0.8225 | 0.6511 |
|
222 |
+
| 0.1727 | 5.6880 | 16700 | 0.4590 | 0.7655 | 0.8291 | 0.6434 |
|
223 |
+
| 0.1844 | 5.7221 | 16800 | 0.4518 | 0.7596 | 0.8230 | 0.6477 |
|
224 |
+
| 0.1885 | 5.7561 | 16900 | 0.4551 | 0.7553 | 0.8208 | 0.6289 |
|
225 |
+
| 0.1391 | 5.7902 | 17000 | 0.4695 | 0.7581 | 0.8216 | 0.6460 |
|
226 |
+
| 0.155 | 5.8243 | 17100 | 0.4711 | 0.7614 | 0.8268 | 0.6434 |
|
227 |
+
| 0.2328 | 5.8583 | 17200 | 0.4710 | 0.7507 | 0.8180 | 0.6426 |
|
228 |
+
| 0.2062 | 5.8924 | 17300 | 0.4657 | 0.7553 | 0.8206 | 0.64 |
|
229 |
+
| 0.2014 | 5.9264 | 17400 | 0.4656 | 0.7579 | 0.8244 | 0.6366 |
|
230 |
+
| 0.2007 | 5.9605 | 17500 | 0.4629 | 0.7579 | 0.8216 | 0.6409 |
|
231 |
+
| 0.2111 | 5.9946 | 17600 | 0.4586 | 0.7591 | 0.8232 | 0.6426 |
|
232 |
+
| 0.1426 | 6.0286 | 17700 | 0.4651 | 0.7600 | 0.8246 | 0.6494 |
|
233 |
+
| 0.154 | 6.0627 | 17800 | 0.4775 | 0.7599 | 0.8232 | 0.6519 |
|
234 |
+
| 0.1698 | 6.0967 | 17900 | 0.4846 | 0.7576 | 0.8235 | 0.6477 |
|
235 |
+
| 0.1449 | 6.1308 | 18000 | 0.4885 | 0.7605 | 0.8249 | 0.6519 |
|
236 |
+
| 0.1337 | 6.1649 | 18100 | 0.4919 | 0.7556 | 0.8217 | 0.6468 |
|
237 |
+
| 0.174 | 6.1989 | 18200 | 0.4928 | 0.7541 | 0.8210 | 0.6289 |
|
238 |
+
| 0.1488 | 6.2330 | 18300 | 0.4893 | 0.7577 | 0.8214 | 0.6434 |
|
239 |
+
| 0.1425 | 6.2670 | 18400 | 0.4937 | 0.7577 | 0.8212 | 0.6477 |
|
240 |
+
| 0.1655 | 6.3011 | 18500 | 0.5016 | 0.7550 | 0.8199 | 0.6460 |
|
241 |
+
| 0.1727 | 6.3351 | 18600 | 0.4984 | 0.7587 | 0.8238 | 0.6332 |
|
242 |
+
| 0.1824 | 6.3692 | 18700 | 0.4906 | 0.7542 | 0.8197 | 0.6391 |
|
243 |
+
| 0.1708 | 6.4033 | 18800 | 0.4899 | 0.7579 | 0.8214 | 0.6477 |
|
244 |
+
| 0.1773 | 6.4373 | 18900 | 0.4912 | 0.7575 | 0.8222 | 0.6340 |
|
245 |
+
| 0.1661 | 6.4714 | 19000 | 0.4940 | 0.7565 | 0.8196 | 0.6468 |
|
246 |
+
| 0.1686 | 6.5054 | 19100 | 0.4914 | 0.7596 | 0.8233 | 0.6570 |
|
247 |
+
| 0.166 | 6.5395 | 19200 | 0.4962 | 0.7551 | 0.8204 | 0.6519 |
|
248 |
+
| 0.1636 | 6.5736 | 19300 | 0.4917 | 0.7616 | 0.8263 | 0.6451 |
|
249 |
+
| 0.1989 | 6.6076 | 19400 | 0.4932 | 0.7586 | 0.8239 | 0.6383 |
|
250 |
+
| 0.1819 | 6.6417 | 19500 | 0.4869 | 0.7568 | 0.8218 | 0.6391 |
|
251 |
+
| 0.1735 | 6.6757 | 19600 | 0.4854 | 0.7589 | 0.8235 | 0.6511 |
|
252 |
+
| 0.1871 | 6.7098 | 19700 | 0.4835 | 0.7545 | 0.8206 | 0.6349 |
|
253 |
+
| 0.1798 | 6.7439 | 19800 | 0.4961 | 0.7531 | 0.8178 | 0.6443 |
|
254 |
+
| 0.1612 | 6.7779 | 19900 | 0.4869 | 0.7641 | 0.8286 | 0.6451 |
|
255 |
+
| 0.1874 | 6.8120 | 20000 | 0.4863 | 0.7589 | 0.8235 | 0.6494 |
|
256 |
+
| 0.1435 | 6.8460 | 20100 | 0.4906 | 0.7578 | 0.8219 | 0.6528 |
|
257 |
+
| 0.1797 | 6.8801 | 20200 | 0.4905 | 0.7604 | 0.8245 | 0.6528 |
|
258 |
+
| 0.1978 | 6.9142 | 20300 | 0.4901 | 0.7613 | 0.8264 | 0.6485 |
|
259 |
+
| 0.1763 | 6.9482 | 20400 | 0.4947 | 0.7603 | 0.8242 | 0.6528 |
|
260 |
+
| 0.1386 | 6.9823 | 20500 | 0.4922 | 0.7614 | 0.8251 | 0.6485 |
|
261 |
+
| 0.1588 | 7.0163 | 20600 | 0.4942 | 0.7671 | 0.8291 | 0.6494 |
|
262 |
+
| 0.1164 | 7.0504 | 20700 | 0.4999 | 0.7610 | 0.8250 | 0.6443 |
|
263 |
+
| 0.1467 | 7.0845 | 20800 | 0.5037 | 0.7575 | 0.8232 | 0.6434 |
|
264 |
+
| 0.1437 | 7.1185 | 20900 | 0.5090 | 0.7591 | 0.8239 | 0.6494 |
|
265 |
+
| 0.1562 | 7.1526 | 21000 | 0.5153 | 0.7559 | 0.8211 | 0.6485 |
|
266 |
+
| 0.159 | 7.1866 | 21100 | 0.5104 | 0.7562 | 0.8225 | 0.6349 |
|
267 |
+
| 0.1539 | 7.2207 | 21200 | 0.5129 | 0.7573 | 0.8231 | 0.6426 |
|
268 |
+
| 0.1643 | 7.2548 | 21300 | 0.5088 | 0.7531 | 0.8193 | 0.6426 |
|
269 |
+
| 0.1495 | 7.2888 | 21400 | 0.5108 | 0.7518 | 0.8193 | 0.6357 |
|
270 |
+
| 0.1557 | 7.3229 | 21500 | 0.5036 | 0.7607 | 0.8251 | 0.6434 |
|
271 |
+
| 0.1389 | 7.3569 | 21600 | 0.5101 | 0.7650 | 0.8288 | 0.6477 |
|
272 |
+
| 0.1645 | 7.3910 | 21700 | 0.5072 | 0.7577 | 0.8224 | 0.6409 |
|
273 |
+
| 0.2106 | 7.4251 | 21800 | 0.5082 | 0.7563 | 0.8209 | 0.6502 |
|
274 |
+
| 0.1472 | 7.4591 | 21900 | 0.5086 | 0.7595 | 0.8233 | 0.6443 |
|
275 |
+
| 0.1441 | 7.4932 | 22000 | 0.5098 | 0.7653 | 0.8282 | 0.6528 |
|
276 |
+
| 0.1255 | 7.5272 | 22100 | 0.5135 | 0.7648 | 0.8281 | 0.6434 |
|
277 |
+
| 0.1584 | 7.5613 | 22200 | 0.5207 | 0.7613 | 0.8241 | 0.6502 |
|
278 |
+
| 0.1685 | 7.5954 | 22300 | 0.5175 | 0.7603 | 0.8260 | 0.64 |
|
279 |
+
| 0.15 | 7.6294 | 22400 | 0.5205 | 0.7600 | 0.8241 | 0.6451 |
|
280 |
+
| 0.1455 | 7.6635 | 22500 | 0.5314 | 0.7601 | 0.8241 | 0.6570 |
|
281 |
+
| 0.1704 | 7.6975 | 22600 | 0.5194 | 0.7632 | 0.8262 | 0.6502 |
|
282 |
+
| 0.1334 | 7.7316 | 22700 | 0.5198 | 0.7640 | 0.8272 | 0.6494 |
|
283 |
+
| 0.1534 | 7.7657 | 22800 | 0.5229 | 0.7637 | 0.8275 | 0.6536 |
|
284 |
+
| 0.1247 | 7.7997 | 22900 | 0.5247 | 0.7638 | 0.8265 | 0.6494 |
|
285 |
+
| 0.1395 | 7.8338 | 23000 | 0.5256 | 0.7630 | 0.8273 | 0.6485 |
|
286 |
+
| 0.1508 | 7.8678 | 23100 | 0.5299 | 0.7626 | 0.8267 | 0.6468 |
|
287 |
+
| 0.1256 | 7.9019 | 23200 | 0.5319 | 0.7581 | 0.8230 | 0.6494 |
|
288 |
+
| 0.1741 | 7.9360 | 23300 | 0.5314 | 0.7581 | 0.8228 | 0.6553 |
|
289 |
+
| 0.1788 | 7.9700 | 23400 | 0.5249 | 0.7584 | 0.8245 | 0.6460 |
|
290 |
+
| 0.1405 | 8.0041 | 23500 | 0.5275 | 0.7599 | 0.8252 | 0.6502 |
|
291 |
+
| 0.1435 | 8.0381 | 23600 | 0.5307 | 0.7562 | 0.8223 | 0.6409 |
|
292 |
+
| 0.1582 | 8.0722 | 23700 | 0.5296 | 0.7573 | 0.8231 | 0.6409 |
|
293 |
+
| 0.1205 | 8.1063 | 23800 | 0.5310 | 0.7528 | 0.8205 | 0.6306 |
|
294 |
+
| 0.1361 | 8.1403 | 23900 | 0.5321 | 0.7579 | 0.8221 | 0.6468 |
|
295 |
+
| 0.1756 | 8.1744 | 24000 | 0.5315 | 0.7510 | 0.8181 | 0.64 |
|
296 |
+
| 0.1539 | 8.2084 | 24100 | 0.5313 | 0.7529 | 0.8194 | 0.6409 |
|
297 |
+
| 0.1026 | 8.2425 | 24200 | 0.5361 | 0.7585 | 0.8229 | 0.6502 |
|
298 |
+
| 0.1551 | 8.2766 | 24300 | 0.5387 | 0.7570 | 0.8232 | 0.6374 |
|
299 |
+
| 0.1333 | 8.3106 | 24400 | 0.5401 | 0.7549 | 0.8210 | 0.6298 |
|
300 |
+
| 0.1312 | 8.3447 | 24500 | 0.5373 | 0.7516 | 0.8187 | 0.6383 |
|
301 |
+
| 0.1214 | 8.3787 | 24600 | 0.5416 | 0.7540 | 0.8205 | 0.6417 |
|
302 |
+
| 0.1432 | 8.4128 | 24700 | 0.5442 | 0.7544 | 0.8199 | 0.6451 |
|
303 |
+
| 0.1688 | 8.4469 | 24800 | 0.5425 | 0.7536 | 0.8205 | 0.6383 |
|
304 |
+
| 0.1389 | 8.4809 | 24900 | 0.5472 | 0.7569 | 0.8215 | 0.6502 |
|
305 |
+
| 0.1084 | 8.5150 | 25000 | 0.5420 | 0.7543 | 0.8209 | 0.6366 |
|
306 |
+
| 0.1398 | 8.5490 | 25100 | 0.5448 | 0.7504 | 0.8176 | 0.6417 |
|
307 |
+
| 0.1217 | 8.5831 | 25200 | 0.5500 | 0.7547 | 0.8198 | 0.6460 |
|
308 |
+
| 0.1276 | 8.6172 | 25300 | 0.5486 | 0.7557 | 0.8212 | 0.6340 |
|
309 |
+
| 0.1218 | 8.6512 | 25400 | 0.5458 | 0.7555 | 0.8212 | 0.6409 |
|
310 |
+
| 0.1175 | 8.6853 | 25500 | 0.5512 | 0.7553 | 0.8210 | 0.6460 |
|
311 |
+
| 0.1582 | 8.7193 | 25600 | 0.5474 | 0.7550 | 0.8209 | 0.6451 |
|
312 |
+
| 0.1138 | 8.7534 | 25700 | 0.5485 | 0.7548 | 0.8213 | 0.6443 |
|
313 |
+
| 0.1138 | 8.7875 | 25800 | 0.5507 | 0.7541 | 0.8208 | 0.6443 |
|
314 |
+
| 0.1084 | 8.8215 | 25900 | 0.5513 | 0.7557 | 0.8214 | 0.6426 |
|
315 |
+
| 0.1115 | 8.8556 | 26000 | 0.5523 | 0.7590 | 0.8235 | 0.6494 |
|
316 |
+
| 0.132 | 8.8896 | 26100 | 0.5534 | 0.7536 | 0.8199 | 0.6434 |
|
317 |
+
| 0.1585 | 8.9237 | 26200 | 0.5508 | 0.7558 | 0.8214 | 0.6477 |
|
318 |
+
| 0.1298 | 8.9578 | 26300 | 0.5496 | 0.7571 | 0.8226 | 0.6485 |
|
319 |
+
| 0.1175 | 8.9918 | 26400 | 0.5506 | 0.7624 | 0.8257 | 0.6528 |
|
320 |
+
| 0.1438 | 9.0259 | 26500 | 0.5495 | 0.7616 | 0.8258 | 0.6519 |
|
321 |
+
| 0.1365 | 9.0599 | 26600 | 0.5533 | 0.7600 | 0.8241 | 0.6511 |
|
322 |
+
| 0.1344 | 9.0940 | 26700 | 0.5539 | 0.7567 | 0.8226 | 0.6443 |
|
323 |
+
| 0.1622 | 9.1281 | 26800 | 0.5520 | 0.7587 | 0.8233 | 0.6494 |
|
324 |
+
| 0.1324 | 9.1621 | 26900 | 0.5525 | 0.7568 | 0.8228 | 0.6434 |
|
325 |
+
| 0.1013 | 9.1962 | 27000 | 0.5521 | 0.7566 | 0.8216 | 0.6494 |
|
326 |
+
| 0.1274 | 9.2302 | 27100 | 0.5515 | 0.7573 | 0.8223 | 0.6519 |
|
327 |
+
| 0.1149 | 9.2643 | 27200 | 0.5510 | 0.7573 | 0.8226 | 0.6460 |
|
328 |
+
| 0.1294 | 9.2984 | 27300 | 0.5527 | 0.7601 | 0.8246 | 0.6519 |
|
329 |
+
| 0.1361 | 9.3324 | 27400 | 0.5520 | 0.7592 | 0.8239 | 0.6519 |
|
330 |
+
| 0.1175 | 9.3665 | 27500 | 0.5526 | 0.7598 | 0.8244 | 0.6519 |
|
331 |
+
| 0.1572 | 9.4005 | 27600 | 0.5513 | 0.7588 | 0.8235 | 0.6502 |
|
332 |
+
| 0.113 | 9.4346 | 27700 | 0.5527 | 0.7604 | 0.8247 | 0.6536 |
|
333 |
+
| 0.1373 | 9.4687 | 27800 | 0.5531 | 0.7586 | 0.8239 | 0.6485 |
|
334 |
+
| 0.124 | 9.5027 | 27900 | 0.5545 | 0.7597 | 0.8244 | 0.6545 |
|
335 |
+
| 0.1418 | 9.5368 | 28000 | 0.5545 | 0.7581 | 0.8238 | 0.6477 |
|
336 |
+
| 0.1256 | 9.5708 | 28100 | 0.5548 | 0.7599 | 0.8249 | 0.6502 |
|
337 |
+
| 0.1307 | 9.6049 | 28200 | 0.5548 | 0.7596 | 0.8245 | 0.6511 |
|
338 |
+
| 0.1051 | 9.6390 | 28300 | 0.5553 | 0.7604 | 0.8249 | 0.6536 |
|
339 |
+
| 0.1165 | 9.6730 | 28400 | 0.5558 | 0.7584 | 0.8235 | 0.6511 |
|
340 |
+
| 0.1249 | 9.7071 | 28500 | 0.5569 | 0.7603 | 0.8245 | 0.6519 |
|
341 |
+
| 0.1382 | 9.7411 | 28600 | 0.5557 | 0.7609 | 0.8253 | 0.6519 |
|
342 |
+
| 0.1356 | 9.7752 | 28700 | 0.5553 | 0.7604 | 0.8249 | 0.6511 |
|
343 |
+
| 0.1138 | 9.8093 | 28800 | 0.5564 | 0.7585 | 0.8234 | 0.6511 |
|
344 |
+
| 0.1428 | 9.8433 | 28900 | 0.5565 | 0.7566 | 0.8226 | 0.6485 |
|
345 |
+
| 0.1373 | 9.8774 | 29000 | 0.5564 | 0.7570 | 0.8229 | 0.6477 |
|
346 |
+
| 0.117 | 9.9114 | 29100 | 0.5561 | 0.7592 | 0.8241 | 0.6494 |
|
347 |
+
| 0.1199 | 9.9455 | 29200 | 0.5559 | 0.7603 | 0.8248 | 0.6502 |
|
348 |
+
| 0.1334 | 9.9796 | 29300 | 0.5558 | 0.7588 | 0.8238 | 0.6511 |
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
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|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
349 |
|
350 |
|
351 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 447979528
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:afe141850f53a821052608946a2c2190c2a9e898a05386533ce82eac515fd00e
|
3 |
size 447979528
|
runs/Nov26_20-33-25_ffe7168ca228/events.out.tfevents.1732653206.ffe7168ca228.940.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
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|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:07da7ff4f3a0829a24a851a84a01df0bcc7bed5ad822d5292a6b99a1d12d797e
|
3 |
+
size 192203
|
tokenizer.json
CHANGED
@@ -1,11 +1,6 @@
|
|
1 |
{
|
2 |
"version": "1.0",
|
3 |
-
"truncation":
|
4 |
-
"direction": "Right",
|
5 |
-
"max_length": 512,
|
6 |
-
"strategy": "LongestFirst",
|
7 |
-
"stride": 0
|
8 |
-
},
|
9 |
"padding": null,
|
10 |
"added_tokens": [
|
11 |
{
|
|
|
1 |
{
|
2 |
"version": "1.0",
|
3 |
+
"truncation": null,
|
|
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|
|
|
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|
4 |
"padding": null,
|
5 |
"added_tokens": [
|
6 |
{
|