Upload Scandi NER model
Browse files- .gitattributes +1 -0
- README.md +397 -0
- config.json +64 -0
- model.safetensors +3 -0
- special_tokens_map.json +55 -0
- test_results.json +10 -0
- tokenizer.json +3 -0
- tokenizer_config.json +2018 -0
- training_args.bin +3 -0
.gitattributes
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
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tags:
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- generated_from_trainer
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| 5 |
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metrics:
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- precision
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- recall
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| 8 |
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- f1
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| 9 |
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model-index:
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| 10 |
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- name: mmBERT-base-scandi-ner
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| 11 |
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results: []
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| 12 |
+
---
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| 13 |
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| 14 |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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| 15 |
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should probably proofread and complete it, then remove this comment. -->
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| 16 |
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| 17 |
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# mmBERT-base-scandi-ner
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This model was trained from scratch on the None dataset.
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It achieves the following results on the evaluation set:
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| 21 |
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- Loss: 0.1443
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- Precision: 0.8092
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| 23 |
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- Recall: 0.8207
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- F1: 0.8149
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## Model description
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| 27 |
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More information needed
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| 29 |
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## Intended uses & limitations
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| 31 |
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More information needed
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| 33 |
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## Training and evaluation data
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| 35 |
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More information needed
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| 37 |
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## Training procedure
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| 39 |
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| 40 |
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### Training hyperparameters
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| 41 |
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| 42 |
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The following hyperparameters were used during training:
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| 43 |
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- learning_rate: 2e-05
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| 44 |
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- train_batch_size: 16
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| 45 |
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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| 48 |
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- lr_scheduler_type: linear
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| 49 |
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- lr_scheduler_warmup_steps: 5000
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| 50 |
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- num_epochs: 30
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| 51 |
+
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| 52 |
+
### Training results
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| 53 |
+
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| 54 |
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| Training Loss | Epoch | Step | F1 | Validation Loss | Precision | Recall |
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| 55 |
+
|:-------------:|:-------:|:-------:|:------:|:---------------:|:---------:|:------:|
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| 56 |
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| 0.1497 | 0.0897 | 5000 | 0.7213 | 0.0854 | 0.6959 | 0.7486 |
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| 57 |
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| 0.1156 | 0.1794 | 10000 | 0.7480 | 0.0807 | 0.7323 | 0.7645 |
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| 58 |
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| 0.1086 | 0.2692 | 15000 | 0.7663 | 0.0707 | 0.7425 | 0.7916 |
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| 59 |
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| 0.0982 | 0.3589 | 20000 | 0.7760 | 0.0697 | 0.7587 | 0.7941 |
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| 60 |
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| 0.115 | 0.4486 | 25000 | 0.7848 | 0.0687 | 0.7670 | 0.8034 |
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| 61 |
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| 0.0932 | 0.5383 | 30000 | 0.7971 | 0.0726 | 0.7668 | 0.8299 |
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| 62 |
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| 0.0925 | 0.6280 | 35000 | 0.7992 | 0.0674 | 0.7762 | 0.8235 |
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| 63 |
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| 0.0886 | 0.7177 | 40000 | 0.8022 | 0.0615 | 0.8046 | 0.7997 |
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| 64 |
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| 0.1015 | 0.8075 | 45000 | 0.7986 | 0.0635 | 0.7711 | 0.8280 |
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| 65 |
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| 0.0849 | 0.8972 | 50000 | 0.8245 | 0.0581 | 0.8191 | 0.8299 |
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| 66 |
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| 0.091 | 0.9869 | 55000 | 0.8290 | 0.0538 | 0.8173 | 0.8411 |
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| 67 |
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| 0.0604 | 1.0766 | 60000 | 0.8185 | 0.0590 | 0.8102 | 0.8270 |
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| 68 |
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| 0.0661 | 1.1663 | 65000 | 0.8184 | 0.0614 | 0.8109 | 0.8259 |
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| 69 |
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| 0.0704 | 1.2560 | 70000 | 0.8206 | 0.0598 | 0.8120 | 0.8293 |
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| 70 |
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| 0.065 | 1.3458 | 75000 | 0.8242 | 0.0595 | 0.8204 | 0.8280 |
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| 71 |
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| 0.0612 | 1.4355 | 80000 | 0.8260 | 0.0604 | 0.8241 | 0.8279 |
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| 72 |
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| 0.0672 | 1.5252 | 85000 | 0.8202 | 0.0585 | 0.8347 | 0.8063 |
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| 73 |
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| 0.0667 | 1.6149 | 90000 | 0.8258 | 0.0592 | 0.8098 | 0.8425 |
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| 74 |
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| 0.0654 | 1.7046 | 95000 | 0.8297 | 0.0603 | 0.8248 | 0.8346 |
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| 75 |
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| 0.0681 | 1.7943 | 100000 | 0.8204 | 0.0629 | 0.8220 | 0.8188 |
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| 76 |
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| 0.0557 | 1.8841 | 105000 | 0.8290 | 0.0561 | 0.8286 | 0.8294 |
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| 77 |
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| 0.0655 | 1.9738 | 110000 | 0.8264 | 0.0577 | 0.8340 | 0.8189 |
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| 78 |
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| 0.025 | 2.0635 | 115000 | 0.8231 | 0.0697 | 0.8150 | 0.8314 |
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| 79 |
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| 0.0391 | 2.1532 | 120000 | 0.8239 | 0.0738 | 0.8143 | 0.8338 |
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| 80 |
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| 0.038 | 2.2429 | 125000 | 0.8323 | 0.0670 | 0.8219 | 0.8430 |
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| 81 |
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| 0.0299 | 2.3326 | 130000 | 0.8298 | 0.0684 | 0.8275 | 0.8321 |
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| 82 |
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| 0.0438 | 2.4224 | 135000 | 0.8284 | 0.0645 | 0.8204 | 0.8365 |
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| 83 |
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| 0.0358 | 2.5121 | 140000 | 0.8276 | 0.0630 | 0.8201 | 0.8353 |
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| 84 |
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| 0.0369 | 2.6018 | 145000 | 0.8312 | 0.0647 | 0.8306 | 0.8317 |
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| 85 |
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| 0.04 | 2.6915 | 150000 | 0.8320 | 0.0638 | 0.8307 | 0.8334 |
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| 86 |
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| 0.0405 | 2.7812 | 155000 | 0.8304 | 0.0689 | 0.8290 | 0.8318 |
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| 87 |
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| 0.044 | 2.8709 | 160000 | 0.8254 | 0.0684 | 0.8160 | 0.8351 |
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| 88 |
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| 0.0427 | 2.9607 | 165000 | 0.8307 | 0.0706 | 0.8274 | 0.8339 |
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| 89 |
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| 0.0214 | 3.0504 | 170000 | 0.8311 | 0.0739 | 0.8265 | 0.8357 |
|
| 90 |
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| 0.0262 | 3.1401 | 175000 | 0.8228 | 0.0762 | 0.8123 | 0.8336 |
|
| 91 |
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| 0.0297 | 3.2298 | 180000 | 0.8398 | 0.0652 | 0.8435 | 0.8362 |
|
| 92 |
+
| 0.0233 | 3.3195 | 185000 | 0.8335 | 0.0775 | 0.8355 | 0.8315 |
|
| 93 |
+
| 0.0369 | 3.4092 | 190000 | 0.8348 | 0.0760 | 0.8250 | 0.8448 |
|
| 94 |
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| 0.0263 | 3.4990 | 195000 | 0.8344 | 0.0703 | 0.8442 | 0.8249 |
|
| 95 |
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| 0.0265 | 3.5887 | 200000 | 0.8182 | 0.0756 | 0.8035 | 0.8334 |
|
| 96 |
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| 0.0248 | 3.6784 | 205000 | 0.8357 | 0.0697 | 0.8345 | 0.8368 |
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| 97 |
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| 0.031 | 3.7681 | 210000 | 0.8308 | 0.0697 | 0.8184 | 0.8436 |
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| 98 |
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| 0.0239 | 3.8578 | 215000 | 0.8313 | 0.0727 | 0.8256 | 0.8372 |
|
| 99 |
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| 0.0243 | 3.9475 | 220000 | 0.8382 | 0.0680 | 0.8297 | 0.8470 |
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| 100 |
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| 0.0195 | 4.0373 | 225000 | 0.8385 | 0.0769 | 0.8306 | 0.8466 |
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| 101 |
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| 0.0212 | 4.1270 | 230000 | 0.8325 | 0.0803 | 0.8353 | 0.8297 |
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| 102 |
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| 0.0173 | 4.2167 | 235000 | 0.8373 | 0.0771 | 0.8440 | 0.8308 |
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| 103 |
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| 0.0171 | 4.3064 | 240000 | 0.8347 | 0.0790 | 0.8407 | 0.8287 |
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| 104 |
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| 0.0181 | 4.3961 | 245000 | 0.8289 | 0.0767 | 0.8297 | 0.8280 |
|
| 105 |
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| 0.0208 | 4.4858 | 250000 | 0.8320 | 0.0695 | 0.8380 | 0.8260 |
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| 106 |
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| 0.0218 | 4.5756 | 255000 | 0.8262 | 0.0812 | 0.8193 | 0.8332 |
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| 107 |
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| 0.0219 | 4.6653 | 260000 | 0.8361 | 0.0824 | 0.8241 | 0.8484 |
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| 108 |
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| 0.0256 | 4.7550 | 265000 | 0.8266 | 0.0794 | 0.8154 | 0.8381 |
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| 109 |
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| 0.0259 | 4.8447 | 270000 | 0.8275 | 0.0702 | 0.8238 | 0.8312 |
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| 110 |
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| 0.0228 | 4.9344 | 275000 | 0.8245 | 0.0875 | 0.8122 | 0.8372 |
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| 111 |
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| 0.0151 | 5.0241 | 280000 | 0.8345 | 0.0845 | 0.8231 | 0.8463 |
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| 112 |
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| 0.0145 | 5.1139 | 285000 | 0.8360 | 0.0794 | 0.8323 | 0.8398 |
|
| 113 |
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| 0.0111 | 5.2036 | 290000 | 0.8380 | 0.0882 | 0.8254 | 0.8509 |
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| 114 |
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| 0.0173 | 5.2933 | 295000 | 0.8296 | 0.0804 | 0.8154 | 0.8443 |
|
| 115 |
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| 0.0161 | 5.3830 | 300000 | 0.8214 | 0.0872 | 0.8196 | 0.8231 |
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| 116 |
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| 0.0174 | 5.4727 | 305000 | 0.8193 | 0.0950 | 0.8049 | 0.8342 |
|
| 117 |
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| 0.0164 | 5.5624 | 310000 | 0.8362 | 0.0829 | 0.8370 | 0.8355 |
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| 118 |
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| 0.0174 | 5.6522 | 315000 | 0.8239 | 0.0887 | 0.8102 | 0.8380 |
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| 119 |
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| 0.0172 | 5.7419 | 320000 | 0.8356 | 0.0848 | 0.8376 | 0.8337 |
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| 120 |
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| 0.0154 | 5.8316 | 325000 | 0.8349 | 0.0757 | 0.8353 | 0.8345 |
|
| 121 |
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| 0.0177 | 5.9213 | 330000 | 0.8396 | 0.0816 | 0.8374 | 0.8419 |
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| 122 |
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| 0.0126 | 6.0110 | 335000 | 0.8328 | 0.1001 | 0.8269 | 0.8388 |
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| 123 |
+
| 0.0088 | 6.1007 | 340000 | 0.8371 | 0.0899 | 0.8378 | 0.8363 |
|
| 124 |
+
| 0.0186 | 6.1905 | 345000 | 0.8379 | 0.0898 | 0.8445 | 0.8313 |
|
| 125 |
+
| 0.0151 | 6.2802 | 350000 | 0.8350 | 0.0993 | 0.8237 | 0.8467 |
|
| 126 |
+
| 0.0131 | 6.3699 | 355000 | 0.8386 | 0.0881 | 0.8396 | 0.8376 |
|
| 127 |
+
| 0.0129 | 6.4596 | 360000 | 0.8186 | 0.0869 | 0.8187 | 0.8185 |
|
| 128 |
+
| 0.0158 | 6.5493 | 365000 | 0.8226 | 0.0976 | 0.8165 | 0.8288 |
|
| 129 |
+
| 0.0133 | 6.6390 | 370000 | 0.8250 | 0.0959 | 0.8168 | 0.8334 |
|
| 130 |
+
| 0.0143 | 6.7288 | 375000 | 0.8328 | 0.0798 | 0.8371 | 0.8286 |
|
| 131 |
+
| 0.0104 | 6.8185 | 380000 | 0.8239 | 0.0936 | 0.8145 | 0.8335 |
|
| 132 |
+
| 0.0136 | 6.9082 | 385000 | 0.8337 | 0.0884 | 0.8324 | 0.8349 |
|
| 133 |
+
| 0.0152 | 6.9979 | 390000 | 0.8325 | 0.0800 | 0.8315 | 0.8335 |
|
| 134 |
+
| 0.0097 | 7.0876 | 395000 | 0.8259 | 0.1054 | 0.8197 | 0.8322 |
|
| 135 |
+
| 0.0082 | 7.1773 | 400000 | 0.8347 | 0.0924 | 0.8252 | 0.8445 |
|
| 136 |
+
| 0.0094 | 7.2671 | 405000 | 0.8295 | 0.1077 | 0.8110 | 0.8489 |
|
| 137 |
+
| 0.0095 | 7.3568 | 410000 | 0.8320 | 0.0992 | 0.8182 | 0.8462 |
|
| 138 |
+
| 0.0145 | 7.4465 | 415000 | 0.8317 | 0.0893 | 0.8388 | 0.8247 |
|
| 139 |
+
| 0.0163 | 7.5362 | 420000 | 0.8272 | 0.0816 | 0.8241 | 0.8303 |
|
| 140 |
+
| 0.0085 | 7.6259 | 425000 | 0.8357 | 0.0990 | 0.8279 | 0.8438 |
|
| 141 |
+
| 0.0082 | 7.7156 | 430000 | 0.8328 | 0.0977 | 0.8227 | 0.8433 |
|
| 142 |
+
| 0.0167 | 7.8054 | 435000 | 0.8263 | 0.0867 | 0.8202 | 0.8325 |
|
| 143 |
+
| 0.0149 | 7.8951 | 440000 | 0.8251 | 0.0870 | 0.8155 | 0.8349 |
|
| 144 |
+
| 0.0151 | 7.9848 | 445000 | 0.8278 | 0.0894 | 0.8145 | 0.8415 |
|
| 145 |
+
| 0.0043 | 8.0745 | 450000 | 0.8342 | 0.1029 | 0.8319 | 0.8365 |
|
| 146 |
+
| 0.0112 | 8.1642 | 455000 | 0.8396 | 0.0825 | 0.8404 | 0.8388 |
|
| 147 |
+
| 0.0073 | 8.2539 | 460000 | 0.8425 | 0.0928 | 0.8487 | 0.8365 |
|
| 148 |
+
| 0.0076 | 8.3437 | 465000 | 0.8444 | 0.1024 | 0.8502 | 0.8388 |
|
| 149 |
+
| 0.0098 | 8.4334 | 470000 | 0.8335 | 0.0833 | 0.8327 | 0.8343 |
|
| 150 |
+
| 0.0061 | 8.5231 | 475000 | 0.8307 | 0.0909 | 0.8165 | 0.8455 |
|
| 151 |
+
| 0.0099 | 8.6128 | 480000 | 0.8213 | 0.1048 | 0.8055 | 0.8377 |
|
| 152 |
+
| 0.0058 | 8.7025 | 485000 | 0.8320 | 0.1030 | 0.8318 | 0.8322 |
|
| 153 |
+
| 0.0081 | 8.7922 | 490000 | 0.8411 | 0.0931 | 0.8491 | 0.8333 |
|
| 154 |
+
| 0.0075 | 8.8820 | 495000 | 0.8361 | 0.1036 | 0.8269 | 0.8456 |
|
| 155 |
+
| 0.0054 | 8.9717 | 500000 | 0.8372 | 0.0922 | 0.8437 | 0.8307 |
|
| 156 |
+
| 0.0072 | 9.0614 | 505000 | 0.8341 | 0.1022 | 0.8337 | 0.8345 |
|
| 157 |
+
| 0.0088 | 9.1511 | 510000 | 0.8288 | 0.1003 | 0.8125 | 0.8459 |
|
| 158 |
+
| 0.0081 | 9.2408 | 515000 | 0.8316 | 0.0974 | 0.8225 | 0.8410 |
|
| 159 |
+
| 0.0095 | 9.3305 | 520000 | 0.8372 | 0.0965 | 0.8299 | 0.8446 |
|
| 160 |
+
| 0.0087 | 9.4203 | 525000 | 0.8410 | 0.0913 | 0.8308 | 0.8514 |
|
| 161 |
+
| 0.0087 | 9.5100 | 530000 | 0.8327 | 0.0907 | 0.8281 | 0.8373 |
|
| 162 |
+
| 0.0052 | 9.5997 | 535000 | 0.8320 | 0.1059 | 0.8284 | 0.8357 |
|
| 163 |
+
| 0.0061 | 9.6894 | 540000 | 0.8379 | 0.1061 | 0.8393 | 0.8365 |
|
| 164 |
+
| 0.0099 | 9.7791 | 545000 | 0.8352 | 0.0923 | 0.8327 | 0.8378 |
|
| 165 |
+
| 0.0078 | 9.8688 | 550000 | 0.8290 | 0.0951 | 0.8123 | 0.8463 |
|
| 166 |
+
| 0.0087 | 9.9586 | 555000 | 0.8373 | 0.1006 | 0.8247 | 0.8503 |
|
| 167 |
+
| 0.0081 | 10.0483 | 560000 | 0.8309 | 0.1066 | 0.8424 | 0.8196 |
|
| 168 |
+
| 0.0071 | 10.1380 | 565000 | 0.8361 | 0.1168 | 0.8287 | 0.8436 |
|
| 169 |
+
| 0.0043 | 10.2277 | 570000 | 0.8348 | 0.1040 | 0.8375 | 0.8321 |
|
| 170 |
+
| 0.0077 | 10.3174 | 575000 | 0.8231 | 0.1008 | 0.8268 | 0.8194 |
|
| 171 |
+
| 0.0044 | 10.4071 | 580000 | 0.8355 | 0.1032 | 0.8347 | 0.8362 |
|
| 172 |
+
| 0.0088 | 10.4969 | 585000 | 0.8385 | 0.1026 | 0.8391 | 0.8380 |
|
| 173 |
+
| 0.0044 | 10.5866 | 590000 | 0.8349 | 0.0971 | 0.8386 | 0.8312 |
|
| 174 |
+
| 0.0072 | 10.6763 | 595000 | 0.8377 | 0.0927 | 0.8369 | 0.8384 |
|
| 175 |
+
| 0.0053 | 10.7660 | 600000 | 0.8411 | 0.1012 | 0.8357 | 0.8466 |
|
| 176 |
+
| 0.0085 | 10.8557 | 605000 | 0.8376 | 0.0988 | 0.8385 | 0.8367 |
|
| 177 |
+
| 0.0099 | 10.9454 | 610000 | 0.8417 | 0.0870 | 0.8376 | 0.8459 |
|
| 178 |
+
| 0.0024 | 11.0352 | 615000 | 0.8375 | 0.1093 | 0.8430 | 0.8320 |
|
| 179 |
+
| 0.0037 | 11.1249 | 620000 | 0.8446 | 0.1048 | 0.8444 | 0.8447 |
|
| 180 |
+
| 0.0081 | 11.2146 | 625000 | 0.8421 | 0.0974 | 0.8250 | 0.8599 |
|
| 181 |
+
| 0.0075 | 11.3043 | 630000 | 0.8415 | 0.0979 | 0.8335 | 0.8496 |
|
| 182 |
+
| 0.0083 | 11.3940 | 635000 | 0.8361 | 0.0885 | 0.8236 | 0.8490 |
|
| 183 |
+
| 0.0059 | 11.4837 | 640000 | 0.8429 | 0.1058 | 0.8377 | 0.8481 |
|
| 184 |
+
| 0.0042 | 11.5735 | 645000 | 0.8425 | 0.1004 | 0.8444 | 0.8407 |
|
| 185 |
+
| 0.0041 | 11.6632 | 650000 | 0.8343 | 0.1088 | 0.8266 | 0.8421 |
|
| 186 |
+
| 0.006 | 11.7529 | 655000 | 0.8418 | 0.0935 | 0.8419 | 0.8416 |
|
| 187 |
+
| 0.0066 | 11.8426 | 660000 | 0.8323 | 0.1035 | 0.8326 | 0.8319 |
|
| 188 |
+
| 0.0072 | 11.9323 | 665000 | 0.8382 | 0.1070 | 0.8455 | 0.8310 |
|
| 189 |
+
| 0.0031 | 12.0220 | 670000 | 0.8462 | 0.1158 | 0.8403 | 0.8522 |
|
| 190 |
+
| 0.0026 | 12.1118 | 675000 | 0.8409 | 0.1156 | 0.8585 | 0.8240 |
|
| 191 |
+
| 0.0049 | 12.2015 | 680000 | 0.8392 | 0.1056 | 0.8334 | 0.8451 |
|
| 192 |
+
| 0.0058 | 12.2912 | 685000 | 0.8439 | 0.1035 | 0.8452 | 0.8426 |
|
| 193 |
+
| 0.0057 | 12.3809 | 690000 | 0.8380 | 0.1097 | 0.8343 | 0.8416 |
|
| 194 |
+
| 0.0088 | 12.4706 | 695000 | 0.8277 | 0.0970 | 0.8269 | 0.8285 |
|
| 195 |
+
| 0.0064 | 12.5603 | 700000 | 0.8262 | 0.1144 | 0.8276 | 0.8249 |
|
| 196 |
+
| 0.0053 | 12.6501 | 705000 | 0.8333 | 0.1034 | 0.8357 | 0.8310 |
|
| 197 |
+
| 0.0079 | 12.7398 | 710000 | 0.8380 | 0.1026 | 0.8502 | 0.8262 |
|
| 198 |
+
| 0.0041 | 12.8295 | 715000 | 0.8296 | 0.1059 | 0.8213 | 0.8380 |
|
| 199 |
+
| 0.0062 | 12.9192 | 720000 | 0.8451 | 0.0923 | 0.8425 | 0.8478 |
|
| 200 |
+
| 0.0041 | 13.0089 | 725000 | 0.8305 | 0.1112 | 0.8260 | 0.8350 |
|
| 201 |
+
| 0.003 | 13.0986 | 730000 | 0.8441 | 0.1075 | 0.8505 | 0.8378 |
|
| 202 |
+
| 0.0031 | 13.1884 | 735000 | 0.8329 | 0.1044 | 0.8300 | 0.8359 |
|
| 203 |
+
| 0.0063 | 13.2781 | 740000 | 0.8392 | 0.1040 | 0.8510 | 0.8278 |
|
| 204 |
+
| 0.0108 | 13.3678 | 745000 | 0.8222 | 0.1028 | 0.8086 | 0.8362 |
|
| 205 |
+
| 0.0068 | 13.4575 | 750000 | 0.8462 | 0.1074 | 0.8510 | 0.8415 |
|
| 206 |
+
| 0.0047 | 13.5472 | 755000 | 0.8343 | 0.1055 | 0.8353 | 0.8333 |
|
| 207 |
+
| 0.0042 | 13.6369 | 760000 | 0.8319 | 0.1018 | 0.8186 | 0.8456 |
|
| 208 |
+
| 0.0061 | 13.7267 | 765000 | 0.8270 | 0.1006 | 0.8260 | 0.8280 |
|
| 209 |
+
| 0.0048 | 13.8164 | 770000 | 0.8342 | 0.1021 | 0.8231 | 0.8456 |
|
| 210 |
+
| 0.0041 | 13.9061 | 775000 | 0.8279 | 0.1039 | 0.8306 | 0.8252 |
|
| 211 |
+
| 0.0063 | 13.9958 | 780000 | 0.8341 | 0.1031 | 0.8276 | 0.8406 |
|
| 212 |
+
| 0.0053 | 14.0855 | 785000 | 0.8357 | 0.1160 | 0.8348 | 0.8367 |
|
| 213 |
+
| 0.0041 | 14.1752 | 790000 | 0.8374 | 0.1130 | 0.8412 | 0.8337 |
|
| 214 |
+
| 0.0019 | 14.2650 | 795000 | 0.8345 | 0.1253 | 0.8425 | 0.8266 |
|
| 215 |
+
| 0.0042 | 14.3547 | 800000 | 0.8338 | 0.1067 | 0.8257 | 0.8421 |
|
| 216 |
+
| 0.002 | 14.4444 | 805000 | 0.8295 | 0.1175 | 0.8292 | 0.8297 |
|
| 217 |
+
| 0.0045 | 14.5341 | 810000 | 0.8369 | 0.1015 | 0.8346 | 0.8392 |
|
| 218 |
+
| 0.0074 | 14.6238 | 815000 | 0.8320 | 0.1087 | 0.8225 | 0.8416 |
|
| 219 |
+
| 0.0035 | 14.7135 | 820000 | 0.8329 | 0.1058 | 0.8268 | 0.8391 |
|
| 220 |
+
| 0.0036 | 14.8033 | 825000 | 0.8303 | 0.1026 | 0.8192 | 0.8417 |
|
| 221 |
+
| 0.0061 | 14.8930 | 830000 | 0.8366 | 0.0979 | 0.8360 | 0.8373 |
|
| 222 |
+
| 0.0035 | 14.9827 | 835000 | 0.8227 | 0.1038 | 0.8153 | 0.8302 |
|
| 223 |
+
| 0.0051 | 15.0724 | 840000 | 0.8313 | 0.1029 | 0.8349 | 0.8277 |
|
| 224 |
+
| 0.0064 | 15.1621 | 845000 | 0.8347 | 0.1059 | 0.8300 | 0.8394 |
|
| 225 |
+
| 0.0041 | 15.2518 | 850000 | 0.8401 | 0.1012 | 0.8454 | 0.8349 |
|
| 226 |
+
| 0.006 | 15.3416 | 855000 | 0.8359 | 0.1127 | 0.8318 | 0.8401 |
|
| 227 |
+
| 0.0037 | 15.4313 | 860000 | 0.8343 | 0.1165 | 0.8303 | 0.8385 |
|
| 228 |
+
| 0.0033 | 15.5210 | 865000 | 0.8367 | 0.1083 | 0.8389 | 0.8345 |
|
| 229 |
+
| 0.0056 | 15.6107 | 870000 | 0.8317 | 0.1121 | 0.8318 | 0.8317 |
|
| 230 |
+
| 0.003 | 15.7004 | 875000 | 0.8267 | 0.1149 | 0.8308 | 0.8227 |
|
| 231 |
+
| 0.006 | 15.7901 | 880000 | 0.8278 | 0.1174 | 0.8126 | 0.8436 |
|
| 232 |
+
| 0.005 | 15.8799 | 885000 | 0.8357 | 0.1092 | 0.8275 | 0.8440 |
|
| 233 |
+
| 0.0063 | 15.9696 | 890000 | 0.8268 | 0.0958 | 0.8126 | 0.8416 |
|
| 234 |
+
| 0.0035 | 16.0593 | 895000 | 0.8247 | 0.1196 | 0.8317 | 0.8179 |
|
| 235 |
+
| 0.0056 | 16.1490 | 900000 | 0.8242 | 0.1069 | 0.8172 | 0.8313 |
|
| 236 |
+
| 0.0067 | 16.2387 | 905000 | 0.8351 | 0.1159 | 0.8407 | 0.8295 |
|
| 237 |
+
| 0.0035 | 16.3284 | 910000 | 0.8324 | 0.1173 | 0.8439 | 0.8212 |
|
| 238 |
+
| 0.0041 | 16.4182 | 915000 | 0.8259 | 0.1057 | 0.8260 | 0.8257 |
|
| 239 |
+
| 0.0042 | 16.5079 | 920000 | 0.8280 | 0.1032 | 0.8407 | 0.8157 |
|
| 240 |
+
| 0.0052 | 16.5976 | 925000 | 0.8369 | 0.1098 | 0.8351 | 0.8386 |
|
| 241 |
+
| 0.0072 | 16.6873 | 930000 | 0.8331 | 0.1078 | 0.8420 | 0.8244 |
|
| 242 |
+
| 0.0033 | 16.7770 | 935000 | 0.8382 | 0.1067 | 0.8477 | 0.8290 |
|
| 243 |
+
| 0.0044 | 16.8667 | 940000 | 0.8402 | 0.1023 | 0.8505 | 0.8301 |
|
| 244 |
+
| 0.0039 | 16.9565 | 945000 | 0.8374 | 0.1183 | 0.8453 | 0.8297 |
|
| 245 |
+
| 0.004 | 17.0462 | 950000 | 0.8362 | 0.1151 | 0.8342 | 0.8383 |
|
| 246 |
+
| 0.0074 | 17.1359 | 955000 | 0.8307 | 0.1077 | 0.8414 | 0.8202 |
|
| 247 |
+
| 0.0037 | 17.2256 | 960000 | 0.8234 | 0.1175 | 0.8224 | 0.8244 |
|
| 248 |
+
| 0.0011 | 17.3153 | 965000 | 0.8339 | 0.1218 | 0.8382 | 0.8297 |
|
| 249 |
+
| 0.0044 | 17.4050 | 970000 | 0.8352 | 0.1229 | 0.8370 | 0.8335 |
|
| 250 |
+
| 0.0066 | 17.4948 | 975000 | 0.8220 | 0.1115 | 0.8261 | 0.8179 |
|
| 251 |
+
| 0.0036 | 17.5845 | 980000 | 0.8353 | 0.1125 | 0.8308 | 0.8398 |
|
| 252 |
+
| 0.007 | 17.6742 | 985000 | 0.8437 | 0.1075 | 0.8433 | 0.8441 |
|
| 253 |
+
| 0.0048 | 17.7639 | 990000 | 0.8370 | 0.1027 | 0.8426 | 0.8314 |
|
| 254 |
+
| 0.0051 | 17.8536 | 995000 | 0.8273 | 0.1223 | 0.8255 | 0.8290 |
|
| 255 |
+
| 0.0032 | 17.9433 | 1000000 | 0.8381 | 0.1091 | 0.8485 | 0.8280 |
|
| 256 |
+
| 0.0019 | 18.0331 | 1005000 | 0.8424 | 0.1150 | 0.8356 | 0.8493 |
|
| 257 |
+
| 0.0055 | 18.1228 | 1010000 | 0.8379 | 0.1205 | 0.8307 | 0.8453 |
|
| 258 |
+
| 0.0012 | 18.2125 | 1015000 | 0.8322 | 0.1239 | 0.8347 | 0.8297 |
|
| 259 |
+
| 0.0035 | 18.3022 | 1020000 | 0.8406 | 0.1153 | 0.8577 | 0.8241 |
|
| 260 |
+
| 0.0036 | 18.3919 | 1025000 | 0.8283 | 0.1134 | 0.8174 | 0.8395 |
|
| 261 |
+
| 0.0027 | 18.4816 | 1030000 | 0.8373 | 0.1149 | 0.8456 | 0.8292 |
|
| 262 |
+
| 0.0053 | 18.5714 | 1035000 | 0.8254 | 0.1092 | 0.8123 | 0.8389 |
|
| 263 |
+
| 0.006 | 18.6611 | 1040000 | 0.8284 | 0.1152 | 0.8237 | 0.8332 |
|
| 264 |
+
| 0.0035 | 18.7508 | 1045000 | 0.8249 | 0.1290 | 0.8261 | 0.8237 |
|
| 265 |
+
| 0.0025 | 18.8405 | 1050000 | 0.8377 | 0.1086 | 0.8427 | 0.8328 |
|
| 266 |
+
| 0.0049 | 18.9302 | 1055000 | 0.8191 | 0.1111 | 0.8200 | 0.8182 |
|
| 267 |
+
| 0.0021 | 19.0199 | 1060000 | 0.8313 | 0.1226 | 0.8323 | 0.8302 |
|
| 268 |
+
| 0.0019 | 19.1097 | 1065000 | 0.8365 | 0.1279 | 0.8376 | 0.8355 |
|
| 269 |
+
| 0.0033 | 19.1994 | 1070000 | 0.8361 | 0.1160 | 0.8414 | 0.8308 |
|
| 270 |
+
| 0.0011 | 19.2891 | 1075000 | 0.8352 | 0.1279 | 0.8276 | 0.8428 |
|
| 271 |
+
| 0.0019 | 19.3788 | 1080000 | 0.8213 | 0.1100 | 0.8134 | 0.8294 |
|
| 272 |
+
| 0.0058 | 19.4685 | 1085000 | 0.8286 | 0.1050 | 0.8210 | 0.8364 |
|
| 273 |
+
| 0.0044 | 19.5582 | 1090000 | 0.8307 | 0.1172 | 0.8269 | 0.8345 |
|
| 274 |
+
| 0.005 | 19.6480 | 1095000 | 0.8170 | 0.1132 | 0.8165 | 0.8176 |
|
| 275 |
+
| 0.005 | 19.7377 | 1100000 | 0.8380 | 0.1076 | 0.8380 | 0.8380 |
|
| 276 |
+
| 0.0094 | 19.8274 | 1105000 | 0.8313 | 0.1215 | 0.8266 | 0.8361 |
|
| 277 |
+
| 0.0028 | 19.9171 | 1110000 | 0.8264 | 0.1256 | 0.8289 | 0.8239 |
|
| 278 |
+
| 0.0009 | 20.0068 | 1115000 | 0.8381 | 0.1240 | 0.8327 | 0.8435 |
|
| 279 |
+
| 0.0013 | 20.0965 | 1120000 | 0.8346 | 0.1211 | 0.8330 | 0.8362 |
|
| 280 |
+
| 0.0027 | 20.1863 | 1125000 | 0.8301 | 0.1217 | 0.8318 | 0.8284 |
|
| 281 |
+
| 0.0021 | 20.2760 | 1130000 | 0.8368 | 0.1122 | 0.8451 | 0.8287 |
|
| 282 |
+
| 0.0018 | 20.3657 | 1135000 | 0.8263 | 0.1248 | 0.8322 | 0.8204 |
|
| 283 |
+
| 0.0035 | 20.4554 | 1140000 | 0.8374 | 0.1127 | 0.8352 | 0.8396 |
|
| 284 |
+
| 0.0052 | 20.5451 | 1145000 | 0.8344 | 0.1090 | 0.8348 | 0.8340 |
|
| 285 |
+
| 0.0039 | 20.6348 | 1150000 | 0.8241 | 0.1191 | 0.8195 | 0.8288 |
|
| 286 |
+
| 0.0027 | 20.7246 | 1155000 | 0.8365 | 0.1079 | 0.8459 | 0.8274 |
|
| 287 |
+
| 0.0052 | 20.8143 | 1160000 | 0.8346 | 0.1028 | 0.8240 | 0.8454 |
|
| 288 |
+
| 0.0076 | 20.9040 | 1165000 | 0.8211 | 0.1109 | 0.8123 | 0.8302 |
|
| 289 |
+
| 0.0032 | 20.9937 | 1170000 | 0.8323 | 0.1097 | 0.8362 | 0.8285 |
|
| 290 |
+
| 0.0023 | 21.0834 | 1175000 | 0.8374 | 0.1140 | 0.8512 | 0.8242 |
|
| 291 |
+
| 0.0028 | 21.1731 | 1180000 | 0.8359 | 0.1237 | 0.8277 | 0.8442 |
|
| 292 |
+
| 0.0034 | 21.2629 | 1185000 | 0.8388 | 0.1071 | 0.8521 | 0.8259 |
|
| 293 |
+
| 0.0048 | 21.3526 | 1190000 | 0.8380 | 0.1197 | 0.8349 | 0.8410 |
|
| 294 |
+
| 0.0031 | 21.4423 | 1195000 | 0.8293 | 0.1008 | 0.8237 | 0.8350 |
|
| 295 |
+
| 0.0031 | 21.5320 | 1200000 | 0.8301 | 0.1119 | 0.8294 | 0.8308 |
|
| 296 |
+
| 0.0029 | 21.6217 | 1205000 | 0.1242 | 0.8415 | 0.8374 | 0.8394 |
|
| 297 |
+
| 0.0015 | 21.7114 | 1210000 | 0.1124 | 0.8526 | 0.8349 | 0.8437 |
|
| 298 |
+
| 0.002 | 21.8012 | 1215000 | 0.1114 | 0.8515 | 0.8335 | 0.8424 |
|
| 299 |
+
| 0.0014 | 21.8909 | 1220000 | 0.1140 | 0.8334 | 0.8465 | 0.8399 |
|
| 300 |
+
| 0.0014 | 21.9806 | 1225000 | 0.1199 | 0.8384 | 0.8307 | 0.8345 |
|
| 301 |
+
| 0.0017 | 22.0703 | 1230000 | 0.1181 | 0.8395 | 0.8267 | 0.8331 |
|
| 302 |
+
| 0.0009 | 22.1600 | 1235000 | 0.1206 | 0.8462 | 0.8328 | 0.8395 |
|
| 303 |
+
| 0.0029 | 22.2497 | 1240000 | 0.1133 | 0.8390 | 0.8303 | 0.8346 |
|
| 304 |
+
| 0.0016 | 22.3395 | 1245000 | 0.1115 | 0.8312 | 0.8438 | 0.8375 |
|
| 305 |
+
| 0.0029 | 22.4292 | 1250000 | 0.1179 | 0.8455 | 0.8330 | 0.8392 |
|
| 306 |
+
| 0.0004 | 22.5189 | 1255000 | 0.1189 | 0.8271 | 0.8381 | 0.8326 |
|
| 307 |
+
| 0.0028 | 22.6086 | 1260000 | 0.1137 | 0.8348 | 0.8468 | 0.8407 |
|
| 308 |
+
| 0.0011 | 22.6983 | 1265000 | 0.1181 | 0.8369 | 0.8396 | 0.8382 |
|
| 309 |
+
| 0.0009 | 22.7880 | 1270000 | 0.1100 | 0.8419 | 0.8387 | 0.8403 |
|
| 310 |
+
| 0.0018 | 22.8778 | 1275000 | 0.1233 | 0.8418 | 0.8387 | 0.8402 |
|
| 311 |
+
| 0.0018 | 22.9675 | 1280000 | 0.1227 | 0.8220 | 0.8382 | 0.8300 |
|
| 312 |
+
| 0.0015 | 23.0572 | 1285000 | 0.1299 | 0.8412 | 0.8459 | 0.8435 |
|
| 313 |
+
| 0.0004 | 23.1469 | 1290000 | 0.1359 | 0.8319 | 0.8394 | 0.8356 |
|
| 314 |
+
| 0.001 | 23.2366 | 1295000 | 0.1364 | 0.8332 | 0.8271 | 0.8301 |
|
| 315 |
+
| 0.002 | 23.3263 | 1300000 | 0.1303 | 0.8328 | 0.8236 | 0.8282 |
|
| 316 |
+
| 0.0013 | 23.4161 | 1305000 | 0.1398 | 0.8373 | 0.8332 | 0.8352 |
|
| 317 |
+
| 0.0019 | 23.5058 | 1310000 | 0.1325 | 0.8208 | 0.8526 | 0.8364 |
|
| 318 |
+
| 0.0008 | 23.5955 | 1315000 | 0.1265 | 0.8322 | 0.8393 | 0.8357 |
|
| 319 |
+
| 0.0007 | 23.6852 | 1320000 | 0.1362 | 0.8494 | 0.8306 | 0.8399 |
|
| 320 |
+
| 0.0025 | 23.7749 | 1325000 | 0.1202 | 0.8362 | 0.8169 | 0.8264 |
|
| 321 |
+
| 0.0008 | 23.8646 | 1330000 | 0.1224 | 0.8409 | 0.8379 | 0.8394 |
|
| 322 |
+
| 0.001 | 23.9544 | 1335000 | 0.1346 | 0.8337 | 0.8367 | 0.8352 |
|
| 323 |
+
| 0.0014 | 24.0441 | 1340000 | 0.1470 | 0.8341 | 0.8393 | 0.8367 |
|
| 324 |
+
| 0.0011 | 24.1338 | 1345000 | 0.1629 | 0.8289 | 0.8385 | 0.8336 |
|
| 325 |
+
| 0.0009 | 24.2235 | 1350000 | 0.1424 | 0.8321 | 0.8330 | 0.8325 |
|
| 326 |
+
| 0.0019 | 24.3132 | 1355000 | 0.1459 | 0.8353 | 0.8408 | 0.8381 |
|
| 327 |
+
| 0.0008 | 24.4029 | 1360000 | 0.1312 | 0.8346 | 0.8405 | 0.8375 |
|
| 328 |
+
| 0.0017 | 24.4927 | 1365000 | 0.1467 | 0.8369 | 0.8342 | 0.8356 |
|
| 329 |
+
| 0.0006 | 24.5824 | 1370000 | 0.1460 | 0.8354 | 0.8357 | 0.8355 |
|
| 330 |
+
| 0.0019 | 24.6721 | 1375000 | 0.1333 | 0.8320 | 0.8370 | 0.8345 |
|
| 331 |
+
| 0.0009 | 24.7618 | 1380000 | 0.1509 | 0.8283 | 0.8382 | 0.8332 |
|
| 332 |
+
| 0.0007 | 24.8515 | 1385000 | 0.1389 | 0.8130 | 0.8379 | 0.8253 |
|
| 333 |
+
| 0.0007 | 24.9412 | 1390000 | 0.1307 | 0.8263 | 0.8408 | 0.8335 |
|
| 334 |
+
| 0.0008 | 25.0310 | 1395000 | 0.1472 | 0.8368 | 0.8312 | 0.8340 |
|
| 335 |
+
| 0.0016 | 25.1207 | 1400000 | 0.1493 | 0.8455 | 0.8312 | 0.8383 |
|
| 336 |
+
| 0.0009 | 25.2104 | 1405000 | 0.1448 | 0.8350 | 0.8285 | 0.8317 |
|
| 337 |
+
| 0.0012 | 25.3001 | 1410000 | 0.1502 | 0.8364 | 0.8412 | 0.8388 |
|
| 338 |
+
| 0.0005 | 25.3898 | 1415000 | 0.1456 | 0.8374 | 0.8260 | 0.8317 |
|
| 339 |
+
| 0.0029 | 25.4795 | 1420000 | 0.1495 | 0.8367 | 0.8272 | 0.8319 |
|
| 340 |
+
| 0.002 | 25.5693 | 1425000 | 0.1601 | 0.8306 | 0.8386 | 0.8346 |
|
| 341 |
+
| 0.0007 | 25.6590 | 1430000 | 0.1550 | 0.8422 | 0.8345 | 0.8383 |
|
| 342 |
+
| 0.0011 | 25.7487 | 1435000 | 0.1590 | 0.8208 | 0.8288 | 0.8248 |
|
| 343 |
+
| 0.0006 | 25.8384 | 1440000 | 0.1531 | 0.8322 | 0.8301 | 0.8311 |
|
| 344 |
+
| 0.0013 | 25.9281 | 1445000 | 0.1534 | 0.8393 | 0.8277 | 0.8334 |
|
| 345 |
+
| 0.0006 | 26.0178 | 1450000 | 0.1470 | 0.8412 | 0.8320 | 0.8366 |
|
| 346 |
+
| 0.0006 | 26.1076 | 1455000 | 0.1629 | 0.8364 | 0.8247 | 0.8305 |
|
| 347 |
+
| 0.0014 | 26.1973 | 1460000 | 0.1616 | 0.8317 | 0.8343 | 0.8330 |
|
| 348 |
+
| 0.0005 | 26.2870 | 1465000 | 0.1528 | 0.8350 | 0.8348 | 0.8349 |
|
| 349 |
+
| 0.0006 | 26.3767 | 1470000 | 0.1481 | 0.8421 | 0.8347 | 0.8384 |
|
| 350 |
+
| 0.001 | 26.4664 | 1475000 | 0.1614 | 0.8508 | 0.8344 | 0.8425 |
|
| 351 |
+
| 0.001 | 26.5561 | 1480000 | 0.1565 | 0.8254 | 0.8343 | 0.8299 |
|
| 352 |
+
| 0.0009 | 26.6459 | 1485000 | 0.1557 | 0.8309 | 0.8475 | 0.8391 |
|
| 353 |
+
| 0.0008 | 26.7356 | 1490000 | 0.1491 | 0.8386 | 0.8361 | 0.8373 |
|
| 354 |
+
| 0.0011 | 26.8253 | 1495000 | 0.1415 | 0.8512 | 0.8374 | 0.8442 |
|
| 355 |
+
| 0.0007 | 26.9150 | 1500000 | 0.1388 | 0.8357 | 0.8204 | 0.8280 |
|
| 356 |
+
| 0.001 | 27.0047 | 1505000 | 0.1447 | 0.8469 | 0.8269 | 0.8368 |
|
| 357 |
+
| 0.0008 | 27.0944 | 1510000 | 0.1657 | 0.8498 | 0.8302 | 0.8399 |
|
| 358 |
+
| 0.0013 | 27.1842 | 1515000 | 0.1619 | 0.8470 | 0.8349 | 0.8409 |
|
| 359 |
+
| 0.0015 | 27.2739 | 1520000 | 0.1661 | 0.8477 | 0.8277 | 0.8376 |
|
| 360 |
+
| 0.001 | 27.3636 | 1525000 | 0.1650 | 0.8483 | 0.8328 | 0.8405 |
|
| 361 |
+
| 0.0005 | 27.4533 | 1530000 | 0.1662 | 0.8531 | 0.8267 | 0.8397 |
|
| 362 |
+
| 0.0012 | 27.5430 | 1535000 | 0.1635 | 0.8476 | 0.8357 | 0.8416 |
|
| 363 |
+
| 0.001 | 27.6327 | 1540000 | 0.1657 | 0.8490 | 0.8362 | 0.8425 |
|
| 364 |
+
| 0.0005 | 27.7225 | 1545000 | 0.1480 | 0.8333 | 0.8358 | 0.8345 |
|
| 365 |
+
| 0.0005 | 27.8122 | 1550000 | 0.1558 | 0.8361 | 0.8318 | 0.8339 |
|
| 366 |
+
| 0.0017 | 27.9019 | 1555000 | 0.1593 | 0.8437 | 0.8402 | 0.8419 |
|
| 367 |
+
| 0.0024 | 27.9916 | 1560000 | 0.1517 | 0.8430 | 0.8352 | 0.8391 |
|
| 368 |
+
| 0.0011 | 28.0813 | 1565000 | 0.1665 | 0.8348 | 0.8313 | 0.8331 |
|
| 369 |
+
| 0.0007 | 28.1710 | 1570000 | 0.1682 | 0.8444 | 0.8285 | 0.8364 |
|
| 370 |
+
| 0.0013 | 28.2608 | 1575000 | 0.1729 | 0.8478 | 0.8391 | 0.8434 |
|
| 371 |
+
| 0.0008 | 28.3505 | 1580000 | 0.1788 | 0.8437 | 0.8336 | 0.8386 |
|
| 372 |
+
| 0.0005 | 28.4402 | 1585000 | 0.1742 | 0.8379 | 0.8264 | 0.8321 |
|
| 373 |
+
| 0.001 | 28.5299 | 1590000 | 0.1600 | 0.8498 | 0.8311 | 0.8403 |
|
| 374 |
+
| 0.0011 | 28.6196 | 1595000 | 0.1568 | 0.8503 | 0.8244 | 0.8371 |
|
| 375 |
+
| 0.0005 | 28.7093 | 1600000 | 0.1586 | 0.8478 | 0.8320 | 0.8398 |
|
| 376 |
+
| 0.0005 | 28.7991 | 1605000 | 0.1597 | 0.8404 | 0.8260 | 0.8332 |
|
| 377 |
+
| 0.0006 | 28.8888 | 1610000 | 0.1584 | 0.8520 | 0.8390 | 0.8454 |
|
| 378 |
+
| 0.0005 | 28.9785 | 1615000 | 0.1660 | 0.8522 | 0.8370 | 0.8445 |
|
| 379 |
+
| 0.0011 | 29.0682 | 1620000 | 0.1654 | 0.8516 | 0.8354 | 0.8434 |
|
| 380 |
+
| 0.0009 | 29.1579 | 1625000 | 0.1655 | 0.8525 | 0.8325 | 0.8424 |
|
| 381 |
+
| 0.0006 | 29.2476 | 1630000 | 0.1662 | 0.8400 | 0.8312 | 0.8356 |
|
| 382 |
+
| 0.0011 | 29.3374 | 1635000 | 0.1658 | 0.8375 | 0.8351 | 0.8363 |
|
| 383 |
+
| 0.0008 | 29.4271 | 1640000 | 0.1699 | 0.8333 | 0.8298 | 0.8316 |
|
| 384 |
+
| 0.0006 | 29.5168 | 1645000 | 0.1712 | 0.8369 | 0.8358 | 0.8364 |
|
| 385 |
+
| 0.0017 | 29.6065 | 1650000 | 0.1687 | 0.8458 | 0.8352 | 0.8404 |
|
| 386 |
+
| 0.0007 | 29.6962 | 1655000 | 0.1677 | 0.8489 | 0.8362 | 0.8425 |
|
| 387 |
+
| 0.0006 | 29.7859 | 1660000 | 0.1662 | 0.8422 | 0.8367 | 0.8395 |
|
| 388 |
+
| 0.001 | 29.8757 | 1665000 | 0.1673 | 0.8430 | 0.8340 | 0.8385 |
|
| 389 |
+
| 0.0012 | 29.9654 | 1670000 | 0.1673 | 0.8416 | 0.8357 | 0.8386 |
|
| 390 |
+
|
| 391 |
+
|
| 392 |
+
### Framework versions
|
| 393 |
+
|
| 394 |
+
- Transformers 4.56.1
|
| 395 |
+
- Pytorch 2.8.0+cu128
|
| 396 |
+
- Datasets 3.6.0
|
| 397 |
+
- Tokenizers 0.22.0
|
config.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"ModernBertForTokenClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 2,
|
| 8 |
+
"classifier_activation": "gelu",
|
| 9 |
+
"classifier_bias": false,
|
| 10 |
+
"classifier_dropout": 0.0,
|
| 11 |
+
"classifier_pooling": "mean",
|
| 12 |
+
"cls_token_id": 1,
|
| 13 |
+
"decoder_bias": true,
|
| 14 |
+
"deterministic_flash_attn": false,
|
| 15 |
+
"dtype": "float32",
|
| 16 |
+
"embedding_dropout": 0.0,
|
| 17 |
+
"eos_token_id": 1,
|
| 18 |
+
"global_attn_every_n_layers": 3,
|
| 19 |
+
"global_rope_theta": 160000,
|
| 20 |
+
"gradient_checkpointing": false,
|
| 21 |
+
"hidden_activation": "gelu",
|
| 22 |
+
"hidden_size": 768,
|
| 23 |
+
"id2label": {
|
| 24 |
+
"0": "O",
|
| 25 |
+
"1": "B-PER",
|
| 26 |
+
"2": "I-PER",
|
| 27 |
+
"3": "B-ORG",
|
| 28 |
+
"4": "I-ORG",
|
| 29 |
+
"5": "B-LOC",
|
| 30 |
+
"6": "I-LOC"
|
| 31 |
+
},
|
| 32 |
+
"initializer_cutoff_factor": 2.0,
|
| 33 |
+
"initializer_range": 0.02,
|
| 34 |
+
"intermediate_size": 1152,
|
| 35 |
+
"label2id": {
|
| 36 |
+
"B-LOC": 5,
|
| 37 |
+
"B-ORG": 3,
|
| 38 |
+
"B-PER": 1,
|
| 39 |
+
"I-LOC": 6,
|
| 40 |
+
"I-ORG": 4,
|
| 41 |
+
"I-PER": 2,
|
| 42 |
+
"O": 0
|
| 43 |
+
},
|
| 44 |
+
"layer_norm_eps": 1e-05,
|
| 45 |
+
"local_attention": 128,
|
| 46 |
+
"local_rope_theta": 160000,
|
| 47 |
+
"mask_token_id": 4,
|
| 48 |
+
"max_position_embeddings": 8192,
|
| 49 |
+
"mlp_bias": false,
|
| 50 |
+
"mlp_dropout": 0.0,
|
| 51 |
+
"model_type": "modernbert",
|
| 52 |
+
"norm_bias": false,
|
| 53 |
+
"norm_eps": 1e-05,
|
| 54 |
+
"num_attention_heads": 12,
|
| 55 |
+
"num_hidden_layers": 22,
|
| 56 |
+
"pad_token_id": 0,
|
| 57 |
+
"position_embedding_type": "sans_pos",
|
| 58 |
+
"repad_logits_with_grad": false,
|
| 59 |
+
"sep_token_id": 1,
|
| 60 |
+
"sparse_pred_ignore_index": -100,
|
| 61 |
+
"sparse_prediction": false,
|
| 62 |
+
"transformers_version": "4.56.1",
|
| 63 |
+
"vocab_size": 256000
|
| 64 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4d41d746ad2ebc71c8220c09479a53b86f9707c26b49eca684c47e33f4c40a39
|
| 3 |
+
size 1230156812
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<start_of_turn>",
|
| 4 |
+
"<end_of_turn>"
|
| 5 |
+
],
|
| 6 |
+
"bos_token": {
|
| 7 |
+
"content": "<bos>",
|
| 8 |
+
"lstrip": false,
|
| 9 |
+
"normalized": false,
|
| 10 |
+
"rstrip": false,
|
| 11 |
+
"single_word": false
|
| 12 |
+
},
|
| 13 |
+
"cls_token": {
|
| 14 |
+
"content": "<bos>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false
|
| 19 |
+
},
|
| 20 |
+
"eos_token": {
|
| 21 |
+
"content": "<eos>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false
|
| 26 |
+
},
|
| 27 |
+
"mask_token": {
|
| 28 |
+
"content": "<mask>",
|
| 29 |
+
"lstrip": true,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false
|
| 33 |
+
},
|
| 34 |
+
"pad_token": {
|
| 35 |
+
"content": "<pad>",
|
| 36 |
+
"lstrip": false,
|
| 37 |
+
"normalized": false,
|
| 38 |
+
"rstrip": false,
|
| 39 |
+
"single_word": false
|
| 40 |
+
},
|
| 41 |
+
"sep_token": {
|
| 42 |
+
"content": "<eos>",
|
| 43 |
+
"lstrip": false,
|
| 44 |
+
"normalized": false,
|
| 45 |
+
"rstrip": false,
|
| 46 |
+
"single_word": false
|
| 47 |
+
},
|
| 48 |
+
"unk_token": {
|
| 49 |
+
"content": "<unk>",
|
| 50 |
+
"lstrip": false,
|
| 51 |
+
"normalized": false,
|
| 52 |
+
"rstrip": false,
|
| 53 |
+
"single_word": false
|
| 54 |
+
}
|
| 55 |
+
}
|
test_results.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"eval_loss": 0.14429855346679688,
|
| 3 |
+
"eval_precision": 0.8092353823088456,
|
| 4 |
+
"eval_recall": 0.8206531654807517,
|
| 5 |
+
"eval_f1": 0.8149042816595206,
|
| 6 |
+
"eval_runtime": 27.8283,
|
| 7 |
+
"eval_samples_per_second": 961.467,
|
| 8 |
+
"eval_steps_per_second": 60.119,
|
| 9 |
+
"epoch": 30.0
|
| 10 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f34b44a6dc8a0eef651bfa10e8325057530152606a69d9c3b6ae02efb1558f0a
|
| 3 |
+
size 34363286
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,2018 @@
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|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": true,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
+
"content": "<pad>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "<eos>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "<bos>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"4": {
|
| 37 |
+
"content": "<mask>",
|
| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"5": {
|
| 45 |
+
"content": "<2mass>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false,
|
| 50 |
+
"special": false
|
| 51 |
+
},
|
| 52 |
+
"6": {
|
| 53 |
+
"content": "[@BOS@]",
|
| 54 |
+
"lstrip": false,
|
| 55 |
+
"normalized": false,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false,
|
| 58 |
+
"special": false
|
| 59 |
+
},
|
| 60 |
+
"7": {
|
| 61 |
+
"content": "<unused0>",
|
| 62 |
+
"lstrip": false,
|
| 63 |
+
"normalized": false,
|
| 64 |
+
"rstrip": false,
|
| 65 |
+
"single_word": false,
|
| 66 |
+
"special": false
|
| 67 |
+
},
|
| 68 |
+
"8": {
|
| 69 |
+
"content": "<unused1>",
|
| 70 |
+
"lstrip": false,
|
| 71 |
+
"normalized": false,
|
| 72 |
+
"rstrip": false,
|
| 73 |
+
"single_word": false,
|
| 74 |
+
"special": false
|
| 75 |
+
},
|
| 76 |
+
"9": {
|
| 77 |
+
"content": "<unused2>",
|
| 78 |
+
"lstrip": false,
|
| 79 |
+
"normalized": false,
|
| 80 |
+
"rstrip": false,
|
| 81 |
+
"single_word": false,
|
| 82 |
+
"special": false
|
| 83 |
+
},
|
| 84 |
+
"10": {
|
| 85 |
+
"content": "<unused3>",
|
| 86 |
+
"lstrip": false,
|
| 87 |
+
"normalized": false,
|
| 88 |
+
"rstrip": false,
|
| 89 |
+
"single_word": false,
|
| 90 |
+
"special": false
|
| 91 |
+
},
|
| 92 |
+
"11": {
|
| 93 |
+
"content": "<unused4>",
|
| 94 |
+
"lstrip": false,
|
| 95 |
+
"normalized": false,
|
| 96 |
+
"rstrip": false,
|
| 97 |
+
"single_word": false,
|
| 98 |
+
"special": false
|
| 99 |
+
},
|
| 100 |
+
"12": {
|
| 101 |
+
"content": "<unused5>",
|
| 102 |
+
"lstrip": false,
|
| 103 |
+
"normalized": false,
|
| 104 |
+
"rstrip": false,
|
| 105 |
+
"single_word": false,
|
| 106 |
+
"special": false
|
| 107 |
+
},
|
| 108 |
+
"13": {
|
| 109 |
+
"content": "<unused6>",
|
| 110 |
+
"lstrip": false,
|
| 111 |
+
"normalized": false,
|
| 112 |
+
"rstrip": false,
|
| 113 |
+
"single_word": false,
|
| 114 |
+
"special": false
|
| 115 |
+
},
|
| 116 |
+
"14": {
|
| 117 |
+
"content": "<unused7>",
|
| 118 |
+
"lstrip": false,
|
| 119 |
+
"normalized": false,
|
| 120 |
+
"rstrip": false,
|
| 121 |
+
"single_word": false,
|
| 122 |
+
"special": false
|
| 123 |
+
},
|
| 124 |
+
"15": {
|
| 125 |
+
"content": "<unused8>",
|
| 126 |
+
"lstrip": false,
|
| 127 |
+
"normalized": false,
|
| 128 |
+
"rstrip": false,
|
| 129 |
+
"single_word": false,
|
| 130 |
+
"special": false
|
| 131 |
+
},
|
| 132 |
+
"16": {
|
| 133 |
+
"content": "<unused9>",
|
| 134 |
+
"lstrip": false,
|
| 135 |
+
"normalized": false,
|
| 136 |
+
"rstrip": false,
|
| 137 |
+
"single_word": false,
|
| 138 |
+
"special": false
|
| 139 |
+
},
|
| 140 |
+
"17": {
|
| 141 |
+
"content": "<unused10>",
|
| 142 |
+
"lstrip": false,
|
| 143 |
+
"normalized": false,
|
| 144 |
+
"rstrip": false,
|
| 145 |
+
"single_word": false,
|
| 146 |
+
"special": false
|
| 147 |
+
},
|
| 148 |
+
"18": {
|
| 149 |
+
"content": "<unused11>",
|
| 150 |
+
"lstrip": false,
|
| 151 |
+
"normalized": false,
|
| 152 |
+
"rstrip": false,
|
| 153 |
+
"single_word": false,
|
| 154 |
+
"special": false
|
| 155 |
+
},
|
| 156 |
+
"19": {
|
| 157 |
+
"content": "<unused12>",
|
| 158 |
+
"lstrip": false,
|
| 159 |
+
"normalized": false,
|
| 160 |
+
"rstrip": false,
|
| 161 |
+
"single_word": false,
|
| 162 |
+
"special": false
|
| 163 |
+
},
|
| 164 |
+
"20": {
|
| 165 |
+
"content": "<unused13>",
|
| 166 |
+
"lstrip": false,
|
| 167 |
+
"normalized": false,
|
| 168 |
+
"rstrip": false,
|
| 169 |
+
"single_word": false,
|
| 170 |
+
"special": false
|
| 171 |
+
},
|
| 172 |
+
"21": {
|
| 173 |
+
"content": "<unused14>",
|
| 174 |
+
"lstrip": false,
|
| 175 |
+
"normalized": false,
|
| 176 |
+
"rstrip": false,
|
| 177 |
+
"single_word": false,
|
| 178 |
+
"special": false
|
| 179 |
+
},
|
| 180 |
+
"22": {
|
| 181 |
+
"content": "<unused15>",
|
| 182 |
+
"lstrip": false,
|
| 183 |
+
"normalized": false,
|
| 184 |
+
"rstrip": false,
|
| 185 |
+
"single_word": false,
|
| 186 |
+
"special": false
|
| 187 |
+
},
|
| 188 |
+
"23": {
|
| 189 |
+
"content": "<unused16>",
|
| 190 |
+
"lstrip": false,
|
| 191 |
+
"normalized": false,
|
| 192 |
+
"rstrip": false,
|
| 193 |
+
"single_word": false,
|
| 194 |
+
"special": false
|
| 195 |
+
},
|
| 196 |
+
"24": {
|
| 197 |
+
"content": "<unused17>",
|
| 198 |
+
"lstrip": false,
|
| 199 |
+
"normalized": false,
|
| 200 |
+
"rstrip": false,
|
| 201 |
+
"single_word": false,
|
| 202 |
+
"special": false
|
| 203 |
+
},
|
| 204 |
+
"25": {
|
| 205 |
+
"content": "<unused18>",
|
| 206 |
+
"lstrip": false,
|
| 207 |
+
"normalized": false,
|
| 208 |
+
"rstrip": false,
|
| 209 |
+
"single_word": false,
|
| 210 |
+
"special": false
|
| 211 |
+
},
|
| 212 |
+
"26": {
|
| 213 |
+
"content": "<unused19>",
|
| 214 |
+
"lstrip": false,
|
| 215 |
+
"normalized": false,
|
| 216 |
+
"rstrip": false,
|
| 217 |
+
"single_word": false,
|
| 218 |
+
"special": false
|
| 219 |
+
},
|
| 220 |
+
"27": {
|
| 221 |
+
"content": "<unused20>",
|
| 222 |
+
"lstrip": false,
|
| 223 |
+
"normalized": false,
|
| 224 |
+
"rstrip": false,
|
| 225 |
+
"single_word": false,
|
| 226 |
+
"special": false
|
| 227 |
+
},
|
| 228 |
+
"28": {
|
| 229 |
+
"content": "<unused21>",
|
| 230 |
+
"lstrip": false,
|
| 231 |
+
"normalized": false,
|
| 232 |
+
"rstrip": false,
|
| 233 |
+
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|
| 234 |
+
"special": false
|
| 235 |
+
},
|
| 236 |
+
"29": {
|
| 237 |
+
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|
| 238 |
+
"lstrip": false,
|
| 239 |
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"normalized": false,
|
| 240 |
+
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|
| 241 |
+
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|
| 242 |
+
"special": false
|
| 243 |
+
},
|
| 244 |
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"30": {
|
| 245 |
+
"content": "<unused23>",
|
| 246 |
+
"lstrip": false,
|
| 247 |
+
"normalized": false,
|
| 248 |
+
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|
| 249 |
+
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|
| 250 |
+
"special": false
|
| 251 |
+
},
|
| 252 |
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"31": {
|
| 253 |
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|
| 254 |
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"lstrip": false,
|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
+
"special": false
|
| 259 |
+
},
|
| 260 |
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"32": {
|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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"special": false
|
| 267 |
+
},
|
| 268 |
+
"33": {
|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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},
|
| 276 |
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"34": {
|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
+
},
|
| 284 |
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"35": {
|
| 285 |
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|
| 286 |
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|
| 287 |
+
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|
| 288 |
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|
| 289 |
+
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|
| 290 |
+
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|
| 291 |
+
},
|
| 292 |
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"36": {
|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
+
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|
| 297 |
+
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|
| 298 |
+
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|
| 299 |
+
},
|
| 300 |
+
"37": {
|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
+
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|
| 307 |
+
},
|
| 308 |
+
"38": {
|
| 309 |
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|
| 310 |
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|
| 311 |
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|
| 312 |
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|
| 313 |
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|
| 314 |
+
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|
| 315 |
+
},
|
| 316 |
+
"39": {
|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
+
},
|
| 324 |
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"normalized": false,
|
| 1928 |
+
"rstrip": false,
|
| 1929 |
+
"single_word": false,
|
| 1930 |
+
"special": false
|
| 1931 |
+
},
|
| 1932 |
+
"255992": {
|
| 1933 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1934 |
+
"lstrip": false,
|
| 1935 |
+
"normalized": false,
|
| 1936 |
+
"rstrip": false,
|
| 1937 |
+
"single_word": false,
|
| 1938 |
+
"special": false
|
| 1939 |
+
},
|
| 1940 |
+
"255993": {
|
| 1941 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1942 |
+
"lstrip": false,
|
| 1943 |
+
"normalized": false,
|
| 1944 |
+
"rstrip": false,
|
| 1945 |
+
"single_word": false,
|
| 1946 |
+
"special": false
|
| 1947 |
+
},
|
| 1948 |
+
"255994": {
|
| 1949 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1950 |
+
"lstrip": false,
|
| 1951 |
+
"normalized": false,
|
| 1952 |
+
"rstrip": false,
|
| 1953 |
+
"single_word": false,
|
| 1954 |
+
"special": false
|
| 1955 |
+
},
|
| 1956 |
+
"255995": {
|
| 1957 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1958 |
+
"lstrip": false,
|
| 1959 |
+
"normalized": false,
|
| 1960 |
+
"rstrip": false,
|
| 1961 |
+
"single_word": false,
|
| 1962 |
+
"special": false
|
| 1963 |
+
},
|
| 1964 |
+
"255996": {
|
| 1965 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1966 |
+
"lstrip": false,
|
| 1967 |
+
"normalized": false,
|
| 1968 |
+
"rstrip": false,
|
| 1969 |
+
"single_word": false,
|
| 1970 |
+
"special": false
|
| 1971 |
+
},
|
| 1972 |
+
"255997": {
|
| 1973 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1974 |
+
"lstrip": false,
|
| 1975 |
+
"normalized": false,
|
| 1976 |
+
"rstrip": false,
|
| 1977 |
+
"single_word": false,
|
| 1978 |
+
"special": false
|
| 1979 |
+
},
|
| 1980 |
+
"255998": {
|
| 1981 |
+
"content": "\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t",
|
| 1982 |
+
"lstrip": false,
|
| 1983 |
+
"normalized": false,
|
| 1984 |
+
"rstrip": false,
|
| 1985 |
+
"single_word": false,
|
| 1986 |
+
"special": false
|
| 1987 |
+
},
|
| 1988 |
+
"255999": {
|
| 1989 |
+
"content": "<unused99>",
|
| 1990 |
+
"lstrip": false,
|
| 1991 |
+
"normalized": false,
|
| 1992 |
+
"rstrip": false,
|
| 1993 |
+
"single_word": false,
|
| 1994 |
+
"special": false
|
| 1995 |
+
}
|
| 1996 |
+
},
|
| 1997 |
+
"additional_special_tokens": [
|
| 1998 |
+
"<start_of_turn>",
|
| 1999 |
+
"<end_of_turn>"
|
| 2000 |
+
],
|
| 2001 |
+
"bos_token": "<bos>",
|
| 2002 |
+
"clean_up_tokenization_spaces": false,
|
| 2003 |
+
"cls_token": "<bos>",
|
| 2004 |
+
"eos_token": "<eos>",
|
| 2005 |
+
"extra_special_tokens": {},
|
| 2006 |
+
"mask_token": "<mask>",
|
| 2007 |
+
"model_input_names": [
|
| 2008 |
+
"input_ids",
|
| 2009 |
+
"attention_mask"
|
| 2010 |
+
],
|
| 2011 |
+
"model_max_length": 8192,
|
| 2012 |
+
"pad_token": "<pad>",
|
| 2013 |
+
"padding_side": "right",
|
| 2014 |
+
"sep_token": "<eos>",
|
| 2015 |
+
"spaces_between_special_tokens": false,
|
| 2016 |
+
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 2017 |
+
"unk_token": "<unk>"
|
| 2018 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f1f8799c2bc7b40831d5c07a28c70c05e4f948d34f138d83666e37f40c6ba538
|
| 3 |
+
size 5777
|