Model save
Browse files- README.md +128 -35
- nerugm-lora/pytorch_adapter.bin +1 -1
- nerugm-lora/pytorch_model_head.bin +1 -1
README.md
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---
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language:
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- id
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license: mit
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base_model: indolem/indobert-base-uncased
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tags:
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- generated_from_trainer
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metrics:
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- precision
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- recall
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- accuracy
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model-index:
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- name: nerugm-lora-r8-2
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results: []
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This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Precision: 0.
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- Recall: 0.
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- F1: 0.
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs:
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### Training results
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### Framework versions
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---
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license: mit
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base_model: indolem/indobert-base-uncased
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tags:
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- generated_from_trainer
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model-index:
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- name: nerugm-lora-r8-2
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results: []
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This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1374
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- Location Precision: 0.7317
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- Location Recall: 0.8333
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- Location F1: 0.7792
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- Location Number: 72
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- Organization Precision: 0.6915
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- Organization Recall: 0.8667
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- Organization F1: 0.7692
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- Organization Number: 75
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- Person Precision: 0.8481
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- Person Recall: 0.9371
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- Person F1: 0.8904
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- Person Number: 143
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- Quantity Precision: 0.5161
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- Quantity Recall: 0.6957
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- Quantity F1: 0.5926
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- Quantity Number: 23
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- Time Precision: 0.7586
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- Time Recall: 0.8462
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- Time F1: 0.8
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- Time Number: 26
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- Overall Precision: 0.7538
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- Overall Recall: 0.8761
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- Overall F1: 0.8104
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- Overall Accuracy: 0.9577
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 100.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Location Precision | Location Recall | Location F1 | Location Number | Organization Precision | Organization Recall | Organization F1 | Organization Number | Person Precision | Person Recall | Person F1 | Person Number | Quantity Precision | Quantity Recall | Quantity F1 | Quantity Number | Time Precision | Time Recall | Time F1 | Time Number | Overall Precision | Overall Recall | Overall F1 | Overall Accuracy |
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|:-------------:|:-----:|:-----:|:---------------:|:------------------:|:---------------:|:-----------:|:---------------:|:----------------------:|:-------------------:|:---------------:|:-------------------:|:----------------:|:-------------:|:---------:|:-------------:|:------------------:|:---------------:|:-----------:|:---------------:|:--------------:|:-----------:|:-------:|:-----------:|:-----------------:|:--------------:|:----------:|:----------------:|
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| 1.2621 | 1.0 | 106 | 0.7094 | 0.0 | 0.0 | 0.0 | 72 | 0.0 | 0.0 | 0.0 | 75 | 0.0 | 0.0 | 0.0 | 143 | 0.0 | 0.0 | 0.0 | 23 | 0.0 | 0.0 | 0.0 | 26 | 0.0 | 0.0 | 0.0 | 0.8449 |
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| 0.7066 | 2.0 | 212 | 0.5970 | 0.0 | 0.0 | 0.0 | 72 | 0.0 | 0.0 | 0.0 | 75 | 0.0 | 0.0 | 0.0 | 143 | 0.0 | 0.0 | 0.0 | 23 | 0.0 | 0.0 | 0.0 | 26 | 0.0 | 0.0 | 0.0 | 0.8456 |
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| 0.6211 | 3.0 | 318 | 0.5052 | 0.5 | 0.0139 | 0.0270 | 72 | 0.0 | 0.0 | 0.0 | 75 | 0.2778 | 0.0350 | 0.0621 | 143 | 0.0 | 0.0 | 0.0 | 23 | 0.0 | 0.0 | 0.0 | 26 | 0.2 | 0.0177 | 0.0325 | 0.8516 |
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| 0.5308 | 4.0 | 424 | 0.4113 | 0.5455 | 0.0833 | 0.1446 | 72 | 0.0625 | 0.0133 | 0.0220 | 75 | 0.3918 | 0.2657 | 0.3167 | 143 | 0.0 | 0.0 | 0.0 | 23 | 0.3889 | 0.2692 | 0.3182 | 26 | 0.3662 | 0.1534 | 0.2162 | 0.8799 |
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| 0.427 | 5.0 | 530 | 0.3248 | 0.6098 | 0.3472 | 0.4425 | 72 | 0.4286 | 0.2 | 0.2727 | 75 | 0.5886 | 0.6503 | 0.6179 | 143 | 0.0 | 0.0 | 0.0 | 23 | 0.7143 | 0.5769 | 0.6383 | 26 | 0.5585 | 0.4366 | 0.4901 | 0.9102 |
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| 0.3429 | 6.0 | 636 | 0.2732 | 0.5890 | 0.5972 | 0.5931 | 72 | 0.4795 | 0.4667 | 0.4730 | 75 | 0.6798 | 0.8462 | 0.7539 | 143 | 0.1481 | 0.1739 | 0.1600 | 23 | 0.6429 | 0.6923 | 0.6667 | 26 | 0.5831 | 0.6519 | 0.6156 | 0.9274 |
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| 0.2873 | 7.0 | 742 | 0.2337 | 0.6220 | 0.7083 | 0.6623 | 72 | 0.4756 | 0.52 | 0.4968 | 75 | 0.7288 | 0.9021 | 0.8063 | 143 | 0.2581 | 0.3478 | 0.2963 | 23 | 0.6897 | 0.7692 | 0.7273 | 26 | 0.6160 | 0.7286 | 0.6676 | 0.9329 |
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| 0.249 | 8.0 | 848 | 0.2129 | 0.6629 | 0.8194 | 0.7329 | 72 | 0.5155 | 0.6667 | 0.5814 | 75 | 0.7586 | 0.9231 | 0.8328 | 143 | 0.2581 | 0.3478 | 0.2963 | 23 | 0.6897 | 0.7692 | 0.7273 | 26 | 0.6405 | 0.7935 | 0.7088 | 0.9367 |
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| 0.2259 | 9.0 | 954 | 0.1973 | 0.6932 | 0.8472 | 0.7625 | 72 | 0.5361 | 0.6933 | 0.6047 | 75 | 0.7738 | 0.9091 | 0.8360 | 143 | 0.2571 | 0.3913 | 0.3103 | 23 | 0.6897 | 0.7692 | 0.7273 | 26 | 0.6523 | 0.8024 | 0.7196 | 0.9385 |
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| 0.2088 | 10.0 | 1060 | 0.1852 | 0.6889 | 0.8611 | 0.7654 | 72 | 0.5208 | 0.6667 | 0.5848 | 75 | 0.7719 | 0.9231 | 0.8408 | 143 | 0.3429 | 0.5217 | 0.4138 | 23 | 0.6129 | 0.7308 | 0.6667 | 26 | 0.6501 | 0.8112 | 0.7218 | 0.9392 |
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| 0.196 | 11.0 | 1166 | 0.1723 | 0.7326 | 0.875 | 0.7975 | 72 | 0.5326 | 0.6533 | 0.5868 | 75 | 0.7857 | 0.9231 | 0.8489 | 143 | 0.3333 | 0.4783 | 0.3929 | 23 | 0.6667 | 0.7692 | 0.7143 | 26 | 0.6724 | 0.8112 | 0.7353 | 0.9435 |
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| 0.1884 | 12.0 | 1272 | 0.1679 | 0.7531 | 0.8472 | 0.7974 | 72 | 0.5714 | 0.7467 | 0.6474 | 75 | 0.7811 | 0.9231 | 0.8462 | 143 | 0.4194 | 0.5652 | 0.4815 | 23 | 0.6176 | 0.8077 | 0.7 | 26 | 0.6852 | 0.8348 | 0.7527 | 0.9445 |
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| 0.1791 | 13.0 | 1378 | 0.1617 | 0.7468 | 0.8194 | 0.7815 | 72 | 0.5979 | 0.7733 | 0.6744 | 75 | 0.7857 | 0.9231 | 0.8489 | 143 | 0.4516 | 0.6087 | 0.5185 | 23 | 0.6364 | 0.8077 | 0.7119 | 26 | 0.6961 | 0.8378 | 0.7604 | 0.9467 |
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| 0.1713 | 14.0 | 1484 | 0.1546 | 0.7632 | 0.8056 | 0.7838 | 72 | 0.5842 | 0.7867 | 0.6705 | 75 | 0.8061 | 0.9301 | 0.8636 | 143 | 0.4643 | 0.5652 | 0.5098 | 23 | 0.7333 | 0.8462 | 0.7857 | 26 | 0.7125 | 0.8407 | 0.7713 | 0.9497 |
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| 0.1674 | 15.0 | 1590 | 0.1564 | 0.7407 | 0.8333 | 0.7843 | 72 | 0.5842 | 0.7867 | 0.6705 | 75 | 0.7952 | 0.9231 | 0.8544 | 143 | 0.4333 | 0.5652 | 0.4906 | 23 | 0.6562 | 0.8077 | 0.7241 | 26 | 0.6951 | 0.8407 | 0.7610 | 0.9495 |
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| 0.1623 | 16.0 | 1696 | 0.1542 | 0.7407 | 0.8333 | 0.7843 | 72 | 0.5941 | 0.8 | 0.6818 | 75 | 0.8 | 0.9231 | 0.8571 | 143 | 0.5484 | 0.7391 | 0.6296 | 23 | 0.7097 | 0.8462 | 0.7719 | 26 | 0.7115 | 0.8584 | 0.7781 | 0.9510 |
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| 0.158 | 17.0 | 1802 | 0.1508 | 0.6941 | 0.8194 | 0.7516 | 72 | 0.5784 | 0.7867 | 0.6667 | 75 | 0.8061 | 0.9301 | 0.8636 | 143 | 0.5455 | 0.7826 | 0.6429 | 23 | 0.7097 | 0.8462 | 0.7719 | 26 | 0.6995 | 0.8584 | 0.7709 | 0.9502 |
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| 0.1518 | 18.0 | 1908 | 0.1506 | 0.6977 | 0.8333 | 0.7595 | 72 | 0.5784 | 0.7867 | 0.6667 | 75 | 0.7964 | 0.9301 | 0.8581 | 143 | 0.5455 | 0.7826 | 0.6429 | 23 | 0.7097 | 0.8462 | 0.7719 | 26 | 0.6969 | 0.8614 | 0.7704 | 0.9497 |
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| 0.1508 | 19.0 | 2014 | 0.1439 | 0.7375 | 0.8194 | 0.7763 | 72 | 0.6020 | 0.7867 | 0.6821 | 75 | 0.8210 | 0.9301 | 0.8721 | 143 | 0.5455 | 0.7826 | 0.6429 | 23 | 0.7931 | 0.8846 | 0.8364 | 26 | 0.7264 | 0.8614 | 0.7881 | 0.9532 |
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| 0.1435 | 20.0 | 2120 | 0.1561 | 0.7209 | 0.8611 | 0.7848 | 72 | 0.5586 | 0.8267 | 0.6667 | 75 | 0.8098 | 0.9231 | 0.8627 | 143 | 0.5625 | 0.7826 | 0.6545 | 23 | 0.7097 | 0.8462 | 0.7719 | 26 | 0.6998 | 0.8732 | 0.7769 | 0.9502 |
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| 0.1456 | 21.0 | 2226 | 0.1436 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.5918 | 0.7733 | 0.6705 | 75 | 0.8210 | 0.9301 | 0.8721 | 143 | 0.5484 | 0.7391 | 0.6296 | 23 | 0.7667 | 0.8846 | 0.8214 | 26 | 0.7196 | 0.8555 | 0.7817 | 0.9537 |
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| 0.1384 | 22.0 | 2332 | 0.1449 | 0.7561 | 0.8611 | 0.8052 | 72 | 0.6263 | 0.8267 | 0.7126 | 75 | 0.8221 | 0.9371 | 0.8758 | 143 | 0.5455 | 0.7826 | 0.6429 | 23 | 0.7667 | 0.8846 | 0.8214 | 26 | 0.7346 | 0.8820 | 0.8016 | 0.9542 |
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| 0.1384 | 23.0 | 2438 | 0.1414 | 0.7439 | 0.8472 | 0.7922 | 72 | 0.6162 | 0.8133 | 0.7011 | 75 | 0.8272 | 0.9371 | 0.8787 | 143 | 0.5806 | 0.7826 | 0.6667 | 23 | 0.7931 | 0.8846 | 0.8364 | 26 | 0.7370 | 0.8761 | 0.8005 | 0.9562 |
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| 0.1369 | 24.0 | 2544 | 0.1503 | 0.7294 | 0.8611 | 0.7898 | 72 | 0.5741 | 0.8267 | 0.6776 | 75 | 0.8098 | 0.9231 | 0.8627 | 143 | 0.5455 | 0.7826 | 0.6429 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7081 | 0.8732 | 0.7820 | 0.9510 |
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| 0.136 | 25.0 | 2650 | 0.1423 | 0.7349 | 0.8472 | 0.7871 | 72 | 0.6316 | 0.8 | 0.7059 | 75 | 0.8221 | 0.9371 | 0.8758 | 143 | 0.5455 | 0.7826 | 0.6429 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7320 | 0.8702 | 0.7951 | 0.9557 |
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| 0.1322 | 26.0 | 2756 | 0.1420 | 0.7439 | 0.8472 | 0.7922 | 72 | 0.6392 | 0.8267 | 0.7209 | 75 | 0.8221 | 0.9371 | 0.8758 | 143 | 0.5625 | 0.7826 | 0.6545 | 23 | 0.7333 | 0.8462 | 0.7857 | 26 | 0.7351 | 0.8761 | 0.7995 | 0.9555 |
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| 0.1323 | 27.0 | 2862 | 0.1418 | 0.7381 | 0.8611 | 0.7949 | 72 | 0.6630 | 0.8133 | 0.7305 | 75 | 0.8438 | 0.9441 | 0.8911 | 143 | 0.5152 | 0.7391 | 0.6071 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7462 | 0.8761 | 0.8060 | 0.9570 |
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| 0.1306 | 28.0 | 2968 | 0.1323 | 0.7342 | 0.8056 | 0.7682 | 72 | 0.6556 | 0.7867 | 0.7152 | 75 | 0.8261 | 0.9301 | 0.8750 | 143 | 0.6 | 0.7826 | 0.6792 | 23 | 0.8214 | 0.8846 | 0.8519 | 26 | 0.75 | 0.8584 | 0.8006 | 0.9585 |
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| 0.1282 | 29.0 | 3074 | 0.1359 | 0.7625 | 0.8472 | 0.8026 | 72 | 0.6421 | 0.8133 | 0.7176 | 75 | 0.8590 | 0.9371 | 0.8963 | 143 | 0.6 | 0.7826 | 0.6792 | 23 | 0.8214 | 0.8846 | 0.8519 | 26 | 0.7635 | 0.8761 | 0.8159 | 0.9585 |
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| 0.1235 | 30.0 | 3180 | 0.1400 | 0.7531 | 0.8472 | 0.7974 | 72 | 0.6238 | 0.84 | 0.7159 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5625 | 0.7826 | 0.6545 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7431 | 0.8791 | 0.8054 | 0.9560 |
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| 0.124 | 31.0 | 3286 | 0.1378 | 0.7229 | 0.8333 | 0.7742 | 72 | 0.6421 | 0.8133 | 0.7176 | 75 | 0.8428 | 0.9371 | 0.8874 | 143 | 0.5455 | 0.7826 | 0.6429 | 23 | 0.7931 | 0.8846 | 0.8364 | 26 | 0.7419 | 0.8732 | 0.8022 | 0.9552 |
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| 0.1222 | 32.0 | 3392 | 0.1301 | 0.75 | 0.8333 | 0.7895 | 72 | 0.6818 | 0.8 | 0.7362 | 75 | 0.8526 | 0.9301 | 0.8896 | 143 | 0.6 | 0.7826 | 0.6792 | 23 | 0.7931 | 0.8846 | 0.8364 | 26 | 0.7676 | 0.8673 | 0.8144 | 0.9597 |
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| 0.1243 | 33.0 | 3498 | 0.1350 | 0.7349 | 0.8472 | 0.7871 | 72 | 0.6667 | 0.8267 | 0.7381 | 75 | 0.8471 | 0.9301 | 0.8867 | 143 | 0.5625 | 0.7826 | 0.6545 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7513 | 0.8732 | 0.8076 | 0.9580 |
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| 0.1198 | 34.0 | 3604 | 0.1405 | 0.7439 | 0.8472 | 0.7922 | 72 | 0.6392 | 0.8267 | 0.7209 | 75 | 0.8333 | 0.9441 | 0.8852 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7 | 0.8077 | 0.75 | 26 | 0.7345 | 0.8732 | 0.7978 | 0.9567 |
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| 0.1186 | 35.0 | 3710 | 0.1358 | 0.7531 | 0.8472 | 0.7974 | 72 | 0.63 | 0.84 | 0.72 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7425 | 0.8761 | 0.8038 | 0.9567 |
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| 0.1177 | 36.0 | 3816 | 0.1320 | 0.7375 | 0.8194 | 0.7763 | 72 | 0.6667 | 0.8 | 0.7273 | 75 | 0.8375 | 0.9371 | 0.8845 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7931 | 0.8846 | 0.8364 | 26 | 0.7494 | 0.8643 | 0.8027 | 0.9585 |
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| 0.1183 | 37.0 | 3922 | 0.1367 | 0.7262 | 0.8472 | 0.7821 | 72 | 0.6809 | 0.8533 | 0.7574 | 75 | 0.8438 | 0.9441 | 0.8911 | 143 | 0.5152 | 0.7391 | 0.6071 | 23 | 0.7931 | 0.8846 | 0.8364 | 26 | 0.75 | 0.8850 | 0.8119 | 0.9572 |
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| 110 |
+
| 0.1145 | 38.0 | 4028 | 0.1395 | 0.7375 | 0.8194 | 0.7763 | 72 | 0.6774 | 0.84 | 0.75 | 75 | 0.8232 | 0.9441 | 0.8795 | 143 | 0.5 | 0.7391 | 0.5965 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7375 | 0.8702 | 0.7984 | 0.9562 |
|
| 111 |
+
| 0.1138 | 39.0 | 4134 | 0.1324 | 0.7821 | 0.8472 | 0.8133 | 72 | 0.6458 | 0.8267 | 0.7251 | 75 | 0.8590 | 0.9371 | 0.8963 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7931 | 0.8846 | 0.8364 | 26 | 0.7570 | 0.8732 | 0.8110 | 0.9580 |
|
| 112 |
+
| 0.1131 | 40.0 | 4240 | 0.1317 | 0.7468 | 0.8194 | 0.7815 | 72 | 0.6813 | 0.8267 | 0.7470 | 75 | 0.8491 | 0.9441 | 0.8940 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7532 | 0.8643 | 0.8049 | 0.9585 |
|
| 113 |
+
| 0.1123 | 41.0 | 4346 | 0.1351 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6737 | 0.8533 | 0.7529 | 75 | 0.8171 | 0.9371 | 0.8730 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7363 | 0.8732 | 0.7989 | 0.9570 |
|
| 114 |
+
| 0.1123 | 42.0 | 4452 | 0.1360 | 0.7531 | 0.8472 | 0.7974 | 72 | 0.6739 | 0.8267 | 0.7425 | 75 | 0.8333 | 0.9441 | 0.8852 | 143 | 0.5 | 0.7391 | 0.5965 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7462 | 0.8761 | 0.8060 | 0.9572 |
|
| 115 |
+
| 0.1106 | 43.0 | 4558 | 0.1348 | 0.7375 | 0.8194 | 0.7763 | 72 | 0.6739 | 0.8267 | 0.7425 | 75 | 0.8323 | 0.9371 | 0.8816 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7462 | 0.8673 | 0.8022 | 0.9572 |
|
| 116 |
+
| 0.1104 | 44.0 | 4664 | 0.1318 | 0.75 | 0.8333 | 0.7895 | 72 | 0.6932 | 0.8133 | 0.7485 | 75 | 0.8323 | 0.9371 | 0.8816 | 143 | 0.5517 | 0.6957 | 0.6154 | 23 | 0.7931 | 0.8846 | 0.8364 | 26 | 0.7597 | 0.8673 | 0.8099 | 0.9590 |
|
| 117 |
+
| 0.1084 | 45.0 | 4770 | 0.1395 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6526 | 0.8267 | 0.7294 | 75 | 0.8447 | 0.9510 | 0.8947 | 143 | 0.5152 | 0.7391 | 0.6071 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.74 | 0.8732 | 0.8011 | 0.9555 |
|
| 118 |
+
| 0.1084 | 46.0 | 4876 | 0.1350 | 0.7439 | 0.8472 | 0.7922 | 72 | 0.6882 | 0.8533 | 0.7619 | 75 | 0.8385 | 0.9441 | 0.8882 | 143 | 0.5667 | 0.7391 | 0.6415 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7570 | 0.8820 | 0.8147 | 0.9580 |
|
| 119 |
+
| 0.109 | 47.0 | 4982 | 0.1393 | 0.7229 | 0.8333 | 0.7742 | 72 | 0.6562 | 0.84 | 0.7368 | 75 | 0.8438 | 0.9441 | 0.8911 | 143 | 0.5152 | 0.7391 | 0.6071 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7382 | 0.8732 | 0.8000 | 0.9557 |
|
| 120 |
+
| 0.1058 | 48.0 | 5088 | 0.1384 | 0.7229 | 0.8333 | 0.7742 | 72 | 0.6263 | 0.8267 | 0.7126 | 75 | 0.85 | 0.9510 | 0.8977 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7320 | 0.8702 | 0.7951 | 0.9552 |
|
| 121 |
+
| 0.1072 | 49.0 | 5194 | 0.1352 | 0.7439 | 0.8472 | 0.7922 | 72 | 0.6813 | 0.8267 | 0.7470 | 75 | 0.8428 | 0.9371 | 0.8874 | 143 | 0.5517 | 0.6957 | 0.6154 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7564 | 0.8702 | 0.8093 | 0.9567 |
|
| 122 |
+
| 0.1048 | 50.0 | 5300 | 0.1375 | 0.7407 | 0.8333 | 0.7843 | 72 | 0.6813 | 0.8267 | 0.7470 | 75 | 0.8385 | 0.9441 | 0.8882 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7513 | 0.8732 | 0.8076 | 0.9560 |
|
| 123 |
+
| 0.1052 | 51.0 | 5406 | 0.1333 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6526 | 0.8267 | 0.7294 | 75 | 0.8385 | 0.9441 | 0.8882 | 143 | 0.5333 | 0.6957 | 0.6038 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7406 | 0.8673 | 0.7989 | 0.9570 |
|
| 124 |
+
| 0.1028 | 52.0 | 5512 | 0.1326 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6632 | 0.84 | 0.7412 | 75 | 0.8491 | 0.9441 | 0.8940 | 143 | 0.5152 | 0.7391 | 0.6071 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7456 | 0.8732 | 0.8043 | 0.9577 |
|
| 125 |
+
| 0.1022 | 53.0 | 5618 | 0.1327 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6526 | 0.8267 | 0.7294 | 75 | 0.8375 | 0.9371 | 0.8845 | 143 | 0.5333 | 0.6957 | 0.6038 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7424 | 0.8673 | 0.8000 | 0.9565 |
|
| 126 |
+
| 0.103 | 54.0 | 5724 | 0.1332 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6957 | 0.8533 | 0.7665 | 75 | 0.8428 | 0.9371 | 0.8874 | 143 | 0.5484 | 0.7391 | 0.6296 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7557 | 0.8761 | 0.8115 | 0.9577 |
|
| 127 |
+
| 0.1018 | 55.0 | 5830 | 0.1408 | 0.7143 | 0.8333 | 0.7692 | 72 | 0.6190 | 0.8667 | 0.7222 | 75 | 0.8438 | 0.9441 | 0.8911 | 143 | 0.5 | 0.7391 | 0.5965 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7233 | 0.8791 | 0.7936 | 0.9542 |
|
| 128 |
+
| 0.1008 | 56.0 | 5936 | 0.1322 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.7191 | 0.8533 | 0.7805 | 75 | 0.8323 | 0.9371 | 0.8816 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7551 | 0.8732 | 0.8098 | 0.9577 |
|
| 129 |
+
| 0.0998 | 57.0 | 6042 | 0.1318 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.7045 | 0.8267 | 0.7607 | 75 | 0.8375 | 0.9371 | 0.8845 | 143 | 0.5484 | 0.7391 | 0.6296 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7558 | 0.8673 | 0.8077 | 0.9575 |
|
| 130 |
+
| 0.0985 | 58.0 | 6148 | 0.1365 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.7033 | 0.8533 | 0.7711 | 75 | 0.85 | 0.9510 | 0.8977 | 143 | 0.5484 | 0.7391 | 0.6296 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7608 | 0.8820 | 0.8169 | 0.9582 |
|
| 131 |
+
| 0.0977 | 59.0 | 6254 | 0.1379 | 0.7439 | 0.8472 | 0.7922 | 72 | 0.6737 | 0.8533 | 0.7529 | 75 | 0.85 | 0.9510 | 0.8977 | 143 | 0.5152 | 0.7391 | 0.6071 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7494 | 0.8820 | 0.8103 | 0.9562 |
|
| 132 |
+
| 0.0991 | 60.0 | 6360 | 0.1391 | 0.7439 | 0.8472 | 0.7922 | 72 | 0.6771 | 0.8667 | 0.7602 | 75 | 0.85 | 0.9510 | 0.8977 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7519 | 0.8850 | 0.8130 | 0.9567 |
|
| 133 |
+
| 0.0987 | 61.0 | 6466 | 0.1410 | 0.7229 | 0.8333 | 0.7742 | 72 | 0.65 | 0.8667 | 0.7429 | 75 | 0.85 | 0.9510 | 0.8977 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7426 | 0.8850 | 0.8075 | 0.9560 |
|
| 134 |
+
| 0.099 | 62.0 | 6572 | 0.1355 | 0.7468 | 0.8194 | 0.7815 | 72 | 0.7 | 0.84 | 0.7636 | 75 | 0.8385 | 0.9441 | 0.8882 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7564 | 0.8702 | 0.8093 | 0.9572 |
|
| 135 |
+
| 0.0967 | 63.0 | 6678 | 0.1363 | 0.7468 | 0.8194 | 0.7815 | 72 | 0.6882 | 0.8533 | 0.7619 | 75 | 0.85 | 0.9510 | 0.8977 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7577 | 0.8761 | 0.8126 | 0.9575 |
|
| 136 |
+
| 0.0976 | 64.0 | 6784 | 0.1393 | 0.7229 | 0.8333 | 0.7742 | 72 | 0.6531 | 0.8533 | 0.7399 | 75 | 0.85 | 0.9510 | 0.8977 | 143 | 0.4848 | 0.6957 | 0.5714 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7395 | 0.8791 | 0.8032 | 0.9560 |
|
| 137 |
+
| 0.0977 | 65.0 | 6890 | 0.1355 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6957 | 0.8533 | 0.7665 | 75 | 0.8438 | 0.9441 | 0.8911 | 143 | 0.5312 | 0.7391 | 0.6182 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7538 | 0.8761 | 0.8104 | 0.9577 |
|
| 138 |
+
| 0.096 | 66.0 | 6996 | 0.1363 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6882 | 0.8533 | 0.7619 | 75 | 0.8438 | 0.9441 | 0.8911 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7494 | 0.8732 | 0.8065 | 0.9575 |
|
| 139 |
+
| 0.0958 | 67.0 | 7102 | 0.1348 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.7033 | 0.8533 | 0.7711 | 75 | 0.8491 | 0.9441 | 0.8940 | 143 | 0.5484 | 0.7391 | 0.6296 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7596 | 0.8761 | 0.8137 | 0.9582 |
|
| 140 |
+
| 0.096 | 68.0 | 7208 | 0.1375 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.7143 | 0.8667 | 0.7831 | 75 | 0.8553 | 0.9510 | 0.9007 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7583 | 0.8791 | 0.8142 | 0.9582 |
|
| 141 |
+
| 0.0956 | 69.0 | 7314 | 0.1351 | 0.725 | 0.8056 | 0.7632 | 72 | 0.6923 | 0.84 | 0.7590 | 75 | 0.8491 | 0.9441 | 0.8940 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7538 | 0.8673 | 0.8066 | 0.9580 |
|
| 142 |
+
| 0.0952 | 70.0 | 7420 | 0.1336 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6739 | 0.8267 | 0.7425 | 75 | 0.8323 | 0.9371 | 0.8816 | 143 | 0.5333 | 0.6957 | 0.6038 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7455 | 0.8643 | 0.8005 | 0.9567 |
|
| 143 |
+
| 0.0956 | 71.0 | 7526 | 0.1366 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6882 | 0.8533 | 0.7619 | 75 | 0.8375 | 0.9371 | 0.8845 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7468 | 0.8702 | 0.8038 | 0.9567 |
|
| 144 |
+
| 0.0948 | 72.0 | 7632 | 0.1365 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8438 | 0.9441 | 0.8911 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.75 | 0.8761 | 0.8082 | 0.9582 |
|
| 145 |
+
| 0.096 | 73.0 | 7738 | 0.1344 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6882 | 0.8533 | 0.7619 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5333 | 0.6957 | 0.6038 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7545 | 0.8702 | 0.8082 | 0.9575 |
|
| 146 |
+
| 0.0939 | 74.0 | 7844 | 0.1410 | 0.7108 | 0.8194 | 0.7613 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8375 | 0.9371 | 0.8845 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7412 | 0.8702 | 0.8005 | 0.9560 |
|
| 147 |
+
| 0.0936 | 75.0 | 7950 | 0.1392 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6701 | 0.8667 | 0.7558 | 75 | 0.8491 | 0.9441 | 0.8940 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7437 | 0.8732 | 0.8033 | 0.9560 |
|
| 148 |
+
| 0.0923 | 76.0 | 8056 | 0.1377 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6842 | 0.8667 | 0.7647 | 75 | 0.8438 | 0.9441 | 0.8911 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7481 | 0.8761 | 0.8071 | 0.9570 |
|
| 149 |
+
| 0.0914 | 77.0 | 8162 | 0.1379 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6701 | 0.8667 | 0.7558 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7431 | 0.8702 | 0.8016 | 0.9565 |
|
| 150 |
+
| 0.0921 | 78.0 | 8268 | 0.1341 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6889 | 0.8267 | 0.7515 | 75 | 0.8491 | 0.9441 | 0.8940 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7538 | 0.8673 | 0.8066 | 0.9580 |
|
| 151 |
+
| 0.0917 | 79.0 | 8374 | 0.1321 | 0.725 | 0.8056 | 0.7632 | 72 | 0.6882 | 0.8533 | 0.7619 | 75 | 0.8599 | 0.9441 | 0.9 | 143 | 0.5333 | 0.6957 | 0.6038 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7584 | 0.8702 | 0.8104 | 0.9580 |
|
| 152 |
+
| 0.0918 | 80.0 | 8480 | 0.1395 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8428 | 0.9371 | 0.8874 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7449 | 0.8702 | 0.8027 | 0.9572 |
|
| 153 |
+
| 0.0925 | 81.0 | 8586 | 0.1372 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6809 | 0.8533 | 0.7574 | 75 | 0.8428 | 0.9371 | 0.8874 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7462 | 0.8673 | 0.8022 | 0.9572 |
|
| 154 |
+
| 0.0901 | 82.0 | 8692 | 0.1369 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6809 | 0.8533 | 0.7574 | 75 | 0.8428 | 0.9371 | 0.8874 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7462 | 0.8673 | 0.8022 | 0.9572 |
|
| 155 |
+
| 0.0914 | 83.0 | 8798 | 0.1351 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6809 | 0.8533 | 0.7574 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7481 | 0.8673 | 0.8033 | 0.9575 |
|
| 156 |
+
| 0.0908 | 84.0 | 8904 | 0.1369 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6842 | 0.8667 | 0.7647 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7487 | 0.8702 | 0.8049 | 0.9572 |
|
| 157 |
+
| 0.0937 | 85.0 | 9010 | 0.1363 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6842 | 0.8667 | 0.7647 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7494 | 0.8732 | 0.8065 | 0.9575 |
|
| 158 |
+
| 0.0926 | 86.0 | 9116 | 0.1369 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6667 | 0.8267 | 0.7381 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7430 | 0.8614 | 0.7978 | 0.9570 |
|
| 159 |
+
| 0.09 | 87.0 | 9222 | 0.1351 | 0.7284 | 0.8194 | 0.7712 | 72 | 0.6739 | 0.8267 | 0.7425 | 75 | 0.8535 | 0.9371 | 0.8933 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7513 | 0.8643 | 0.8038 | 0.9577 |
|
| 160 |
+
| 0.0895 | 88.0 | 9328 | 0.1372 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6774 | 0.84 | 0.75 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7481 | 0.8673 | 0.8033 | 0.9575 |
|
| 161 |
+
| 0.0907 | 89.0 | 9434 | 0.1380 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6882 | 0.8533 | 0.7619 | 75 | 0.8428 | 0.9371 | 0.8874 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7443 | 0.8673 | 0.8011 | 0.9565 |
|
| 162 |
+
| 0.0876 | 90.0 | 9540 | 0.1377 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7513 | 0.8732 | 0.8076 | 0.9575 |
|
| 163 |
+
| 0.0901 | 91.0 | 9646 | 0.1385 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6989 | 0.8667 | 0.7738 | 75 | 0.8428 | 0.9371 | 0.8874 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7513 | 0.8732 | 0.8076 | 0.9577 |
|
| 164 |
+
| 0.0937 | 92.0 | 9752 | 0.1369 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6809 | 0.8533 | 0.7574 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7487 | 0.8702 | 0.8049 | 0.9577 |
|
| 165 |
+
| 0.0879 | 93.0 | 9858 | 0.1391 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7468 | 0.8702 | 0.8038 | 0.9570 |
|
| 166 |
+
| 0.0903 | 94.0 | 9964 | 0.1377 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7494 | 0.8732 | 0.8065 | 0.9572 |
|
| 167 |
+
| 0.0895 | 95.0 | 10070 | 0.1378 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7513 | 0.8732 | 0.8076 | 0.9575 |
|
| 168 |
+
| 0.0923 | 96.0 | 10176 | 0.1382 | 0.7195 | 0.8194 | 0.7662 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7241 | 0.8077 | 0.7636 | 26 | 0.7468 | 0.8702 | 0.8038 | 0.9570 |
|
| 169 |
+
| 0.0893 | 97.0 | 10282 | 0.1371 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5 | 0.6957 | 0.5818 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7519 | 0.8761 | 0.8093 | 0.9575 |
|
| 170 |
+
| 0.0884 | 98.0 | 10388 | 0.1372 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7538 | 0.8761 | 0.8104 | 0.9577 |
|
| 171 |
+
| 0.0881 | 99.0 | 10494 | 0.1373 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7538 | 0.8761 | 0.8104 | 0.9577 |
|
| 172 |
+
| 0.0886 | 100.0 | 10600 | 0.1374 | 0.7317 | 0.8333 | 0.7792 | 72 | 0.6915 | 0.8667 | 0.7692 | 75 | 0.8481 | 0.9371 | 0.8904 | 143 | 0.5161 | 0.6957 | 0.5926 | 23 | 0.7586 | 0.8462 | 0.8 | 26 | 0.7538 | 0.8761 | 0.8104 | 0.9577 |
|
| 173 |
|
| 174 |
|
| 175 |
### Framework versions
|
nerugm-lora/pytorch_adapter.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1197350
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:33cf53b84e1d22475c30cfbaa6072f95c7c2db3d9b67704abe9c59e9bd15ed22
|
| 3 |
size 1197350
|
nerugm-lora/pytorch_model_head.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 35354
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2110ae241970f5ba7b90c5745d77db76766f5d01b76d991a6f9a1531ecfebfaa
|
| 3 |
size 35354
|