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ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k5_task3_organization

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bert
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  1. README.md +459 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ base_model: aubmindlab/bert-base-arabertv02
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k4_task3_organization
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+ results: []
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+ ---
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+
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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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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k4_task3_organization
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+
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+ This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.7372
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+ - Qwk: -0.0557
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+ - Mse: 0.7372
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+ - Rmse: 0.8586
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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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
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.1538 | 2 | 3.7860 | 0.0029 | 3.7860 | 1.9458 |
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+ | No log | 0.3077 | 4 | 2.0944 | 0.0560 | 2.0944 | 1.4472 |
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+ | No log | 0.4615 | 6 | 1.2975 | 0.0080 | 1.2975 | 1.1391 |
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+ | No log | 0.6154 | 8 | 0.8704 | -0.0351 | 0.8704 | 0.9329 |
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+ | No log | 0.7692 | 10 | 0.8298 | 0.0071 | 0.8298 | 0.9110 |
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+ | No log | 0.9231 | 12 | 1.4247 | 0.0887 | 1.4247 | 1.1936 |
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+ | No log | 1.0769 | 14 | 0.8711 | 0.0545 | 0.8711 | 0.9333 |
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+ | No log | 1.2308 | 16 | 0.7204 | 0.0334 | 0.7204 | 0.8488 |
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+ | No log | 1.3846 | 18 | 0.7443 | -0.0215 | 0.7443 | 0.8627 |
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+ | No log | 1.5385 | 20 | 0.9658 | -0.0031 | 0.9658 | 0.9827 |
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+ | No log | 1.6923 | 22 | 0.9887 | 0.0100 | 0.9887 | 0.9943 |
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+ | No log | 1.8462 | 24 | 1.1134 | -0.0207 | 1.1134 | 1.0552 |
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+ | No log | 2.0 | 26 | 0.9815 | -0.0359 | 0.9815 | 0.9907 |
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+ | No log | 2.1538 | 28 | 0.7575 | -0.0644 | 0.7575 | 0.8703 |
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+ | No log | 2.3077 | 30 | 0.8216 | -0.0551 | 0.8216 | 0.9064 |
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+ | No log | 2.4615 | 32 | 0.8012 | -0.0571 | 0.8012 | 0.8951 |
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+ | No log | 2.6154 | 34 | 1.0049 | 0.0458 | 1.0049 | 1.0025 |
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+ | No log | 2.7692 | 36 | 2.1600 | -0.0121 | 2.1600 | 1.4697 |
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+ | No log | 2.9231 | 38 | 2.0435 | -0.0086 | 2.0435 | 1.4295 |
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+ | No log | 3.0769 | 40 | 1.2975 | -0.0479 | 1.2975 | 1.1391 |
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+ | No log | 3.2308 | 42 | 0.7956 | -0.1246 | 0.7956 | 0.8920 |
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+ | No log | 3.3846 | 44 | 0.7581 | -0.0551 | 0.7581 | 0.8707 |
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+ | No log | 3.5385 | 46 | 0.7529 | -0.0551 | 0.7529 | 0.8677 |
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+ | No log | 3.6923 | 48 | 0.7800 | -0.0160 | 0.7800 | 0.8832 |
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+ | No log | 3.8462 | 50 | 0.9302 | 0.0233 | 0.9302 | 0.9645 |
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+ | No log | 4.0 | 52 | 0.8713 | -0.0778 | 0.8713 | 0.9334 |
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+ | No log | 4.1538 | 54 | 0.8074 | -0.0609 | 0.8074 | 0.8986 |
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+ | No log | 4.3077 | 56 | 0.8011 | -0.0644 | 0.8011 | 0.8951 |
80
+ | No log | 4.4615 | 58 | 0.8045 | -0.0609 | 0.8045 | 0.8969 |
81
+ | No log | 4.6154 | 60 | 0.8388 | -0.1745 | 0.8388 | 0.9159 |
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+ | No log | 4.7692 | 62 | 0.9339 | 0.0465 | 0.9339 | 0.9664 |
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+ | No log | 4.9231 | 64 | 0.8768 | 0.1078 | 0.8768 | 0.9364 |
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+ | No log | 5.0769 | 66 | 0.8046 | 0.1746 | 0.8046 | 0.8970 |
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+ | No log | 5.2308 | 68 | 0.9161 | 0.1039 | 0.9161 | 0.9572 |
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+ | No log | 5.3846 | 70 | 0.8673 | 0.1565 | 0.8673 | 0.9313 |
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+ | No log | 5.5385 | 72 | 1.1332 | 0.0838 | 1.1332 | 1.0645 |
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+ | No log | 5.6923 | 74 | 0.8925 | 0.0760 | 0.8925 | 0.9447 |
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+ | No log | 5.8462 | 76 | 0.8801 | 0.1430 | 0.8801 | 0.9381 |
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+ | No log | 6.0 | 78 | 0.8172 | 0.1608 | 0.8172 | 0.9040 |
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+ | No log | 6.1538 | 80 | 0.8044 | 0.1221 | 0.8044 | 0.8969 |
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+ | No log | 6.3077 | 82 | 0.7975 | -0.0186 | 0.7975 | 0.8930 |
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+ | No log | 6.4615 | 84 | 0.8214 | -0.0821 | 0.8214 | 0.9063 |
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+ | No log | 6.6154 | 86 | 0.8174 | -0.0163 | 0.8174 | 0.9041 |
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+ | No log | 6.7692 | 88 | 1.0788 | 0.0741 | 1.0788 | 1.0386 |
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+ | No log | 6.9231 | 90 | 1.2036 | 0.0680 | 1.2036 | 1.0971 |
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+ | No log | 7.0769 | 92 | 0.9043 | 0.0362 | 0.9043 | 0.9510 |
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+ | No log | 7.2308 | 94 | 1.2088 | 0.0011 | 1.2088 | 1.0994 |
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+ | No log | 7.3846 | 96 | 1.1906 | 0.0316 | 1.1906 | 1.0911 |
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+ | No log | 7.5385 | 98 | 0.8983 | -0.0522 | 0.8983 | 0.9478 |
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+ | No log | 7.6923 | 100 | 1.2026 | -0.0557 | 1.2026 | 1.0966 |
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+ | No log | 7.8462 | 102 | 1.1564 | -0.0870 | 1.1564 | 1.0754 |
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+ | No log | 8.0 | 104 | 0.8599 | 0.1218 | 0.8599 | 0.9273 |
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+ | No log | 8.1538 | 106 | 0.8520 | 0.0909 | 0.8520 | 0.9230 |
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+ | No log | 8.3077 | 108 | 0.9176 | 0.0377 | 0.9176 | 0.9579 |
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+ | No log | 8.4615 | 110 | 0.8926 | 0.0407 | 0.8926 | 0.9448 |
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+ | No log | 8.6154 | 112 | 0.9223 | -0.0061 | 0.9223 | 0.9603 |
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+ | No log | 8.7692 | 114 | 0.9569 | 0.0050 | 0.9569 | 0.9782 |
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+ | No log | 8.9231 | 116 | 0.8171 | 0.1498 | 0.8171 | 0.9039 |
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+ | No log | 9.0769 | 118 | 0.8363 | 0.0917 | 0.8363 | 0.9145 |
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+ | No log | 9.2308 | 120 | 0.7759 | 0.0277 | 0.7759 | 0.8809 |
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+ | No log | 9.3846 | 122 | 0.7867 | 0.0959 | 0.7867 | 0.8869 |
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+ | No log | 9.5385 | 124 | 0.8128 | 0.1758 | 0.8128 | 0.9016 |
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+ | No log | 9.6923 | 126 | 0.7998 | -0.0947 | 0.7998 | 0.8943 |
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+ | No log | 9.8462 | 128 | 0.8102 | -0.0533 | 0.8102 | 0.9001 |
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+ | No log | 10.0 | 130 | 0.8060 | -0.0614 | 0.8060 | 0.8978 |
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+ | No log | 10.1538 | 132 | 0.7952 | -0.0426 | 0.7952 | 0.8917 |
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+ | No log | 10.3077 | 134 | 0.8095 | -0.0218 | 0.8095 | 0.8997 |
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+ | No log | 10.4615 | 136 | 1.0474 | 0.0458 | 1.0474 | 1.0234 |
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+ | No log | 10.6154 | 138 | 1.0632 | 0.0147 | 1.0632 | 1.0311 |
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+ | No log | 10.7692 | 140 | 0.8896 | 0.0875 | 0.8896 | 0.9432 |
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+ | No log | 10.9231 | 142 | 1.0200 | 0.0465 | 1.0200 | 1.0099 |
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+ | No log | 11.0769 | 144 | 0.9252 | -0.0811 | 0.9252 | 0.9619 |
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+ | No log | 11.2308 | 146 | 0.8639 | 0.0246 | 0.8639 | 0.9295 |
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+ | No log | 11.3846 | 148 | 0.8434 | -0.0163 | 0.8434 | 0.9184 |
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+ | No log | 11.5385 | 150 | 0.8310 | 0.0200 | 0.8310 | 0.9116 |
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+ | No log | 11.6923 | 152 | 0.9711 | 0.0072 | 0.9711 | 0.9854 |
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+ | No log | 11.8462 | 154 | 0.8833 | -0.0111 | 0.8833 | 0.9398 |
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+ | No log | 12.0 | 156 | 0.8496 | 0.0600 | 0.8496 | 0.9217 |
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+ | No log | 12.1538 | 158 | 1.1248 | 0.0083 | 1.1248 | 1.0606 |
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+ | No log | 12.3077 | 160 | 0.9866 | 0.0333 | 0.9866 | 0.9933 |
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+ | No log | 12.4615 | 162 | 0.8980 | 0.0047 | 0.8980 | 0.9476 |
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+ | No log | 12.6154 | 164 | 1.1554 | -0.0079 | 1.1554 | 1.0749 |
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+ | No log | 12.7692 | 166 | 1.1625 | -0.0079 | 1.1625 | 1.0782 |
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+ | No log | 12.9231 | 168 | 0.9314 | -0.0307 | 0.9314 | 0.9651 |
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+ | No log | 13.0769 | 170 | 1.1365 | -0.0157 | 1.1365 | 1.0661 |
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+ | No log | 13.2308 | 172 | 1.2183 | 0.0631 | 1.2183 | 1.1038 |
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+ | No log | 13.3846 | 174 | 0.9336 | 0.0755 | 0.9336 | 0.9663 |
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+ | No log | 13.5385 | 176 | 0.8410 | -0.0280 | 0.8410 | 0.9171 |
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+ | No log | 13.6923 | 178 | 0.9268 | 0.0310 | 0.9268 | 0.9627 |
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+ | No log | 13.8462 | 180 | 0.8170 | -0.0692 | 0.8170 | 0.9039 |
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+ | No log | 14.0 | 182 | 0.8818 | 0.1243 | 0.8818 | 0.9390 |
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+ | No log | 14.1538 | 184 | 1.1627 | 0.0909 | 1.1627 | 1.0783 |
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+ | No log | 14.3077 | 186 | 0.9645 | 0.1897 | 0.9645 | 0.9821 |
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+ | No log | 14.4615 | 188 | 0.7754 | -0.1077 | 0.7754 | 0.8806 |
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+ | No log | 14.6154 | 190 | 0.7690 | -0.0262 | 0.7690 | 0.8769 |
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+ | No log | 14.7692 | 192 | 0.8841 | 0.1897 | 0.8841 | 0.9403 |
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+ | No log | 14.9231 | 194 | 0.8719 | 0.1149 | 0.8719 | 0.9338 |
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+ | No log | 15.0769 | 196 | 0.8294 | 0.0956 | 0.8294 | 0.9107 |
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+ | No log | 15.2308 | 198 | 0.8142 | -0.0230 | 0.8142 | 0.9023 |
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+ | No log | 15.3846 | 200 | 0.8200 | 0.0175 | 0.8200 | 0.9055 |
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+ | No log | 15.5385 | 202 | 0.7728 | -0.0500 | 0.7728 | 0.8791 |
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+ | No log | 15.6923 | 204 | 0.7494 | -0.0992 | 0.7494 | 0.8657 |
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+ | No log | 15.8462 | 206 | 0.7946 | 0.0956 | 0.7946 | 0.8914 |
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+ | No log | 16.0 | 208 | 0.8433 | 0.1243 | 0.8433 | 0.9183 |
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+ | No log | 16.1538 | 210 | 0.7407 | 0.0183 | 0.7407 | 0.8607 |
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+ | No log | 16.3077 | 212 | 0.7445 | -0.1473 | 0.7445 | 0.8628 |
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+ | No log | 16.4615 | 214 | 0.8135 | -0.0214 | 0.8135 | 0.9020 |
159
+ | No log | 16.6154 | 216 | 0.7780 | -0.1204 | 0.7780 | 0.8820 |
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+ | No log | 16.7692 | 218 | 0.7959 | -0.0230 | 0.7959 | 0.8921 |
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+ | No log | 16.9231 | 220 | 0.8131 | -0.0230 | 0.8131 | 0.9017 |
162
+ | No log | 17.0769 | 222 | 0.8023 | 0.0216 | 0.8023 | 0.8957 |
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+ | No log | 17.2308 | 224 | 0.8388 | 0.1171 | 0.8388 | 0.9158 |
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+ | No log | 17.3846 | 226 | 0.8795 | 0.1171 | 0.8795 | 0.9378 |
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+ | No log | 17.5385 | 228 | 0.7739 | -0.0859 | 0.7739 | 0.8797 |
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+ | No log | 17.6923 | 230 | 0.7622 | 0.0600 | 0.7622 | 0.8730 |
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+ | No log | 17.8462 | 232 | 0.7443 | -0.0628 | 0.7443 | 0.8627 |
168
+ | No log | 18.0 | 234 | 0.7980 | 0.0209 | 0.7980 | 0.8933 |
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+ | No log | 18.1538 | 236 | 0.8023 | 0.0581 | 0.8023 | 0.8957 |
170
+ | No log | 18.3077 | 238 | 0.7863 | 0.0538 | 0.7863 | 0.8867 |
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+ | No log | 18.4615 | 240 | 0.8551 | 0.0831 | 0.8551 | 0.9247 |
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+ | No log | 18.6154 | 242 | 0.7832 | 0.0574 | 0.7832 | 0.8850 |
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+ | No log | 18.7692 | 244 | 0.8038 | 0.0952 | 0.8038 | 0.8965 |
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+ | No log | 18.9231 | 246 | 0.7675 | 0.0947 | 0.7675 | 0.8761 |
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+ | No log | 19.0769 | 248 | 0.7214 | 0.0600 | 0.7214 | 0.8494 |
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+ | No log | 19.2308 | 250 | 0.8741 | 0.1316 | 0.8741 | 0.9349 |
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+ | No log | 19.3846 | 252 | 0.8391 | 0.0748 | 0.8391 | 0.9160 |
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+ | No log | 19.5385 | 254 | 0.7064 | 0.0628 | 0.7064 | 0.8405 |
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+ | No log | 19.6923 | 256 | 0.7439 | 0.1451 | 0.7439 | 0.8625 |
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+ | No log | 19.8462 | 258 | 0.7662 | 0.1124 | 0.7662 | 0.8753 |
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+ | No log | 20.0 | 260 | 0.7213 | -0.0079 | 0.7213 | 0.8493 |
182
+ | No log | 20.1538 | 262 | 0.8404 | 0.1243 | 0.8404 | 0.9167 |
183
+ | No log | 20.3077 | 264 | 0.8917 | 0.1502 | 0.8917 | 0.9443 |
184
+ | No log | 20.4615 | 266 | 0.7953 | 0.0600 | 0.7953 | 0.8918 |
185
+ | No log | 20.6154 | 268 | 0.7491 | -0.1395 | 0.7491 | 0.8655 |
186
+ | No log | 20.7692 | 270 | 0.7335 | -0.1882 | 0.7335 | 0.8564 |
187
+ | No log | 20.9231 | 272 | 0.7144 | -0.0228 | 0.7144 | 0.8452 |
188
+ | No log | 21.0769 | 274 | 0.7513 | 0.1395 | 0.7513 | 0.8668 |
189
+ | No log | 21.2308 | 276 | 0.7349 | 0.1395 | 0.7349 | 0.8573 |
190
+ | No log | 21.3846 | 278 | 0.6766 | 0.0260 | 0.6766 | 0.8226 |
191
+ | No log | 21.5385 | 280 | 0.6964 | 0.0532 | 0.6964 | 0.8345 |
192
+ | No log | 21.6923 | 282 | 0.7448 | 0.0229 | 0.7448 | 0.8630 |
193
+ | No log | 21.8462 | 284 | 0.7079 | 0.0444 | 0.7079 | 0.8414 |
194
+ | No log | 22.0 | 286 | 0.7687 | 0.1001 | 0.7687 | 0.8767 |
195
+ | No log | 22.1538 | 288 | 0.8233 | 0.1336 | 0.8233 | 0.9073 |
196
+ | No log | 22.3077 | 290 | 0.7647 | 0.0622 | 0.7647 | 0.8745 |
197
+ | No log | 22.4615 | 292 | 0.8094 | 0.0570 | 0.8094 | 0.8997 |
198
+ | No log | 22.6154 | 294 | 0.8154 | 0.0996 | 0.8154 | 0.9030 |
199
+ | No log | 22.7692 | 296 | 0.7351 | -0.0465 | 0.7351 | 0.8574 |
200
+ | No log | 22.9231 | 298 | 0.7206 | 0.1627 | 0.7206 | 0.8489 |
201
+ | No log | 23.0769 | 300 | 0.7331 | 0.1047 | 0.7331 | 0.8562 |
202
+ | No log | 23.2308 | 302 | 0.7108 | 0.1202 | 0.7108 | 0.8431 |
203
+ | No log | 23.3846 | 304 | 0.7137 | 0.0355 | 0.7137 | 0.8448 |
204
+ | No log | 23.5385 | 306 | 0.7280 | 0.0355 | 0.7280 | 0.8532 |
205
+ | No log | 23.6923 | 308 | 0.7351 | 0.0282 | 0.7351 | 0.8574 |
206
+ | No log | 23.8462 | 310 | 0.7260 | -0.0145 | 0.7260 | 0.8521 |
207
+ | No log | 24.0 | 312 | 0.7215 | -0.0082 | 0.7215 | 0.8494 |
208
+ | No log | 24.1538 | 314 | 0.7288 | -0.0027 | 0.7288 | 0.8537 |
209
+ | No log | 24.3077 | 316 | 0.7409 | 0.0460 | 0.7409 | 0.8608 |
210
+ | No log | 24.4615 | 318 | 0.7456 | -0.0444 | 0.7456 | 0.8635 |
211
+ | No log | 24.6154 | 320 | 0.7342 | -0.0086 | 0.7342 | 0.8568 |
212
+ | No log | 24.7692 | 322 | 0.7320 | 0.0318 | 0.7320 | 0.8556 |
213
+ | No log | 24.9231 | 324 | 0.7298 | 0.0863 | 0.7298 | 0.8543 |
214
+ | No log | 25.0769 | 326 | 0.7313 | 0.0863 | 0.7313 | 0.8552 |
215
+ | No log | 25.2308 | 328 | 0.7328 | 0.0863 | 0.7328 | 0.8560 |
216
+ | No log | 25.3846 | 330 | 0.7392 | -0.0145 | 0.7392 | 0.8598 |
217
+ | No log | 25.5385 | 332 | 0.7410 | 0.0318 | 0.7410 | 0.8608 |
218
+ | No log | 25.6923 | 334 | 0.7848 | 0.1506 | 0.7848 | 0.8859 |
219
+ | No log | 25.8462 | 336 | 0.7968 | 0.1565 | 0.7968 | 0.8926 |
220
+ | No log | 26.0 | 338 | 0.7629 | 0.1144 | 0.7629 | 0.8735 |
221
+ | No log | 26.1538 | 340 | 0.7406 | -0.0082 | 0.7406 | 0.8606 |
222
+ | No log | 26.3077 | 342 | 0.7205 | 0.0338 | 0.7205 | 0.8488 |
223
+ | No log | 26.4615 | 344 | 0.7161 | 0.1259 | 0.7161 | 0.8462 |
224
+ | No log | 26.6154 | 346 | 0.7341 | 0.1148 | 0.7341 | 0.8568 |
225
+ | No log | 26.7692 | 348 | 0.7075 | 0.0807 | 0.7075 | 0.8411 |
226
+ | No log | 26.9231 | 350 | 0.7036 | -0.0065 | 0.7036 | 0.8388 |
227
+ | No log | 27.0769 | 352 | 0.7161 | 0.0 | 0.7161 | 0.8462 |
228
+ | No log | 27.2308 | 354 | 0.6976 | -0.0125 | 0.6976 | 0.8352 |
229
+ | No log | 27.3846 | 356 | 0.7209 | 0.1148 | 0.7209 | 0.8491 |
230
+ | No log | 27.5385 | 358 | 0.8482 | 0.1243 | 0.8482 | 0.9210 |
231
+ | No log | 27.6923 | 360 | 0.8725 | 0.0946 | 0.8725 | 0.9341 |
232
+ | No log | 27.8462 | 362 | 0.7617 | 0.1836 | 0.7617 | 0.8728 |
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+ | No log | 28.0 | 364 | 0.7216 | -0.0573 | 0.7216 | 0.8495 |
234
+ | No log | 28.1538 | 366 | 0.7296 | -0.0573 | 0.7296 | 0.8542 |
235
+ | No log | 28.3077 | 368 | 0.7640 | 0.2208 | 0.7640 | 0.8741 |
236
+ | No log | 28.4615 | 370 | 0.8431 | 0.1897 | 0.8431 | 0.9182 |
237
+ | No log | 28.6154 | 372 | 0.8433 | 0.1841 | 0.8433 | 0.9183 |
238
+ | No log | 28.7692 | 374 | 0.7380 | 0.1899 | 0.7380 | 0.8591 |
239
+ | No log | 28.9231 | 376 | 0.6961 | -0.0541 | 0.6961 | 0.8343 |
240
+ | No log | 29.0769 | 378 | 0.7295 | 0.0889 | 0.7295 | 0.8541 |
241
+ | No log | 29.2308 | 380 | 0.7097 | -0.0541 | 0.7097 | 0.8424 |
242
+ | No log | 29.3846 | 382 | 0.7182 | 0.1506 | 0.7182 | 0.8475 |
243
+ | No log | 29.5385 | 384 | 0.8161 | 0.1150 | 0.8161 | 0.9034 |
244
+ | No log | 29.6923 | 386 | 0.8563 | 0.1024 | 0.8563 | 0.9254 |
245
+ | No log | 29.8462 | 388 | 0.7970 | 0.1243 | 0.7970 | 0.8928 |
246
+ | No log | 30.0 | 390 | 0.7420 | 0.1440 | 0.7420 | 0.8614 |
247
+ | No log | 30.1538 | 392 | 0.7163 | 0.0776 | 0.7163 | 0.8463 |
248
+ | No log | 30.3077 | 394 | 0.7056 | 0.0338 | 0.7056 | 0.8400 |
249
+ | No log | 30.4615 | 396 | 0.7238 | 0.2034 | 0.7238 | 0.8508 |
250
+ | No log | 30.6154 | 398 | 0.7561 | 0.2349 | 0.7561 | 0.8695 |
251
+ | No log | 30.7692 | 400 | 0.7238 | 0.1627 | 0.7238 | 0.8508 |
252
+ | No log | 30.9231 | 402 | 0.7274 | 0.1565 | 0.7274 | 0.8529 |
253
+ | No log | 31.0769 | 404 | 0.7286 | 0.1565 | 0.7286 | 0.8536 |
254
+ | No log | 31.2308 | 406 | 0.7108 | 0.1627 | 0.7108 | 0.8431 |
255
+ | No log | 31.3846 | 408 | 0.7191 | 0.1095 | 0.7191 | 0.8480 |
256
+ | No log | 31.5385 | 410 | 0.7708 | 0.1758 | 0.7708 | 0.8780 |
257
+ | No log | 31.6923 | 412 | 0.7948 | 0.1190 | 0.7948 | 0.8915 |
258
+ | No log | 31.8462 | 414 | 0.7505 | 0.0313 | 0.7505 | 0.8663 |
259
+ | No log | 32.0 | 416 | 0.7744 | 0.1294 | 0.7744 | 0.8800 |
260
+ | No log | 32.1538 | 418 | 0.7985 | 0.1434 | 0.7985 | 0.8936 |
261
+ | No log | 32.3077 | 420 | 0.7520 | 0.0179 | 0.7520 | 0.8672 |
262
+ | No log | 32.4615 | 422 | 0.6930 | -0.0086 | 0.6930 | 0.8325 |
263
+ | No log | 32.6154 | 424 | 0.6872 | 0.0807 | 0.6872 | 0.8290 |
264
+ | No log | 32.7692 | 426 | 0.6879 | 0.0857 | 0.6879 | 0.8294 |
265
+ | No log | 32.9231 | 428 | 0.6884 | 0.0807 | 0.6884 | 0.8297 |
266
+ | No log | 33.0769 | 430 | 0.6942 | 0.1259 | 0.6942 | 0.8332 |
267
+ | No log | 33.2308 | 432 | 0.6947 | 0.0807 | 0.6947 | 0.8335 |
268
+ | No log | 33.3846 | 434 | 0.7184 | -0.0426 | 0.7184 | 0.8476 |
269
+ | No log | 33.5385 | 436 | 0.7838 | 0.1126 | 0.7838 | 0.8853 |
270
+ | No log | 33.6923 | 438 | 0.7742 | 0.1124 | 0.7742 | 0.8799 |
271
+ | No log | 33.8462 | 440 | 0.7149 | 0.0412 | 0.7149 | 0.8455 |
272
+ | No log | 34.0 | 442 | 0.7396 | 0.1259 | 0.7396 | 0.8600 |
273
+ | No log | 34.1538 | 444 | 0.7615 | 0.0999 | 0.7615 | 0.8726 |
274
+ | No log | 34.3077 | 446 | 0.7201 | 0.0318 | 0.7201 | 0.8486 |
275
+ | No log | 34.4615 | 448 | 0.7268 | 0.0061 | 0.7268 | 0.8526 |
276
+ | No log | 34.6154 | 450 | 0.7471 | -0.1330 | 0.7471 | 0.8643 |
277
+ | No log | 34.7692 | 452 | 0.7142 | -0.0541 | 0.7142 | 0.8451 |
278
+ | No log | 34.9231 | 454 | 0.6963 | 0.0863 | 0.6963 | 0.8345 |
279
+ | No log | 35.0769 | 456 | 0.6909 | 0.1379 | 0.6909 | 0.8312 |
280
+ | No log | 35.2308 | 458 | 0.6973 | -0.0033 | 0.6973 | 0.8351 |
281
+ | No log | 35.3846 | 460 | 0.7194 | 0.0031 | 0.7194 | 0.8482 |
282
+ | No log | 35.5385 | 462 | 0.7149 | 0.0 | 0.7149 | 0.8455 |
283
+ | No log | 35.6923 | 464 | 0.7152 | -0.0086 | 0.7152 | 0.8457 |
284
+ | No log | 35.8462 | 466 | 0.7144 | -0.0145 | 0.7144 | 0.8453 |
285
+ | No log | 36.0 | 468 | 0.7378 | 0.1259 | 0.7378 | 0.8589 |
286
+ | No log | 36.1538 | 470 | 0.7349 | 0.0318 | 0.7349 | 0.8573 |
287
+ | No log | 36.3077 | 472 | 0.7318 | -0.0145 | 0.7318 | 0.8554 |
288
+ | No log | 36.4615 | 474 | 0.7359 | -0.0541 | 0.7359 | 0.8578 |
289
+ | No log | 36.6154 | 476 | 0.7450 | -0.0541 | 0.7450 | 0.8631 |
290
+ | No log | 36.7692 | 478 | 0.7566 | -0.0541 | 0.7566 | 0.8698 |
291
+ | No log | 36.9231 | 480 | 0.7737 | -0.0541 | 0.7737 | 0.8796 |
292
+ | No log | 37.0769 | 482 | 0.7929 | -0.0054 | 0.7929 | 0.8904 |
293
+ | No log | 37.2308 | 484 | 0.8092 | -0.0103 | 0.8092 | 0.8996 |
294
+ | No log | 37.3846 | 486 | 0.8344 | -0.0262 | 0.8344 | 0.9134 |
295
+ | No log | 37.5385 | 488 | 0.8255 | -0.0316 | 0.8255 | 0.9086 |
296
+ | No log | 37.6923 | 490 | 0.7919 | 0.0214 | 0.7919 | 0.8899 |
297
+ | No log | 37.8462 | 492 | 0.7664 | 0.0375 | 0.7664 | 0.8754 |
298
+ | No log | 38.0 | 494 | 0.7549 | 0.0863 | 0.7549 | 0.8689 |
299
+ | No log | 38.1538 | 496 | 0.7496 | 0.0863 | 0.7496 | 0.8658 |
300
+ | No log | 38.3077 | 498 | 0.7471 | 0.1318 | 0.7471 | 0.8643 |
301
+ | 0.2497 | 38.4615 | 500 | 0.7550 | 0.0759 | 0.7550 | 0.8689 |
302
+ | 0.2497 | 38.6154 | 502 | 0.7687 | 0.0759 | 0.7687 | 0.8768 |
303
+ | 0.2497 | 38.7692 | 504 | 0.7875 | 0.1202 | 0.7875 | 0.8874 |
304
+ | 0.2497 | 38.9231 | 506 | 0.7699 | -0.0557 | 0.7699 | 0.8774 |
305
+ | 0.2497 | 39.0769 | 508 | 0.8285 | 0.0949 | 0.8285 | 0.9102 |
306
+ | 0.2497 | 39.2308 | 510 | 0.9043 | 0.0657 | 0.9043 | 0.9509 |
307
+ | 0.2497 | 39.3846 | 512 | 0.8835 | 0.0925 | 0.8835 | 0.9400 |
308
+ | 0.2497 | 39.5385 | 514 | 0.8501 | 0.0024 | 0.8501 | 0.9220 |
309
+ | 0.2497 | 39.6923 | 516 | 0.8642 | 0.0465 | 0.8642 | 0.9296 |
310
+ | 0.2497 | 39.8462 | 518 | 0.8728 | 0.0805 | 0.8728 | 0.9342 |
311
+ | 0.2497 | 40.0 | 520 | 0.8139 | 0.0923 | 0.8139 | 0.9022 |
312
+ | 0.2497 | 40.1538 | 522 | 0.7888 | -0.0025 | 0.7888 | 0.8881 |
313
+ | 0.2497 | 40.3077 | 524 | 0.7800 | -0.0426 | 0.7800 | 0.8832 |
314
+ | 0.2497 | 40.4615 | 526 | 0.7591 | 0.0341 | 0.7591 | 0.8712 |
315
+ | 0.2497 | 40.6154 | 528 | 0.7596 | -0.0240 | 0.7596 | 0.8716 |
316
+ | 0.2497 | 40.7692 | 530 | 0.7990 | 0.1239 | 0.7990 | 0.8939 |
317
+ | 0.2497 | 40.9231 | 532 | 0.8191 | 0.2015 | 0.8191 | 0.9050 |
318
+ | 0.2497 | 41.0769 | 534 | 0.8205 | 0.2015 | 0.8205 | 0.9058 |
319
+ | 0.2497 | 41.2308 | 536 | 0.7910 | 0.1660 | 0.7910 | 0.8894 |
320
+ | 0.2497 | 41.3846 | 538 | 0.7318 | 0.1965 | 0.7318 | 0.8555 |
321
+ | 0.2497 | 41.5385 | 540 | 0.7258 | 0.1965 | 0.7258 | 0.8520 |
322
+ | 0.2497 | 41.6923 | 542 | 0.7319 | 0.1965 | 0.7319 | 0.8555 |
323
+ | 0.2497 | 41.8462 | 544 | 0.6943 | 0.1259 | 0.6943 | 0.8332 |
324
+ | 0.2497 | 42.0 | 546 | 0.6801 | 0.0964 | 0.6801 | 0.8247 |
325
+ | 0.2497 | 42.1538 | 548 | 0.7074 | 0.0089 | 0.7074 | 0.8411 |
326
+ | 0.2497 | 42.3077 | 550 | 0.7268 | -0.0293 | 0.7268 | 0.8525 |
327
+ | 0.2497 | 42.4615 | 552 | 0.7006 | 0.0488 | 0.7006 | 0.8370 |
328
+ | 0.2497 | 42.6154 | 554 | 0.6829 | 0.0355 | 0.6829 | 0.8264 |
329
+ | 0.2497 | 42.7692 | 556 | 0.7060 | 0.1506 | 0.7060 | 0.8402 |
330
+ | 0.2497 | 42.9231 | 558 | 0.7615 | 0.2141 | 0.7615 | 0.8727 |
331
+ | 0.2497 | 43.0769 | 560 | 0.7804 | 0.2424 | 0.7804 | 0.8834 |
332
+ | 0.2497 | 43.2308 | 562 | 0.7511 | 0.2141 | 0.7511 | 0.8667 |
333
+ | 0.2497 | 43.3846 | 564 | 0.7402 | 0.1336 | 0.7402 | 0.8603 |
334
+ | 0.2497 | 43.5385 | 566 | 0.7247 | 0.1387 | 0.7247 | 0.8513 |
335
+ | 0.2497 | 43.6923 | 568 | 0.7146 | 0.0412 | 0.7146 | 0.8453 |
336
+ | 0.2497 | 43.8462 | 570 | 0.7163 | -0.0029 | 0.7163 | 0.8463 |
337
+ | 0.2497 | 44.0 | 572 | 0.7093 | -0.0186 | 0.7093 | 0.8422 |
338
+ | 0.2497 | 44.1538 | 574 | 0.7334 | 0.1387 | 0.7334 | 0.8564 |
339
+ | 0.2497 | 44.3077 | 576 | 0.7679 | 0.1291 | 0.7679 | 0.8763 |
340
+ | 0.2497 | 44.4615 | 578 | 0.7698 | 0.1291 | 0.7698 | 0.8774 |
341
+ | 0.2497 | 44.6154 | 580 | 0.7338 | 0.1440 | 0.7338 | 0.8566 |
342
+ | 0.2497 | 44.7692 | 582 | 0.7092 | 0.0776 | 0.7092 | 0.8422 |
343
+ | 0.2497 | 44.9231 | 584 | 0.7051 | 0.0776 | 0.7051 | 0.8397 |
344
+ | 0.2497 | 45.0769 | 586 | 0.7114 | 0.1599 | 0.7114 | 0.8435 |
345
+ | 0.2497 | 45.2308 | 588 | 0.7377 | 0.2349 | 0.7377 | 0.8589 |
346
+ | 0.2497 | 45.3846 | 590 | 0.7617 | 0.2349 | 0.7617 | 0.8728 |
347
+ | 0.2497 | 45.5385 | 592 | 0.7628 | 0.2349 | 0.7628 | 0.8734 |
348
+ | 0.2497 | 45.6923 | 594 | 0.7426 | 0.2349 | 0.7426 | 0.8617 |
349
+ | 0.2497 | 45.8462 | 596 | 0.7351 | 0.2105 | 0.7351 | 0.8574 |
350
+ | 0.2497 | 46.0 | 598 | 0.7399 | 0.2105 | 0.7399 | 0.8602 |
351
+ | 0.2497 | 46.1538 | 600 | 0.7337 | 0.2105 | 0.7337 | 0.8565 |
352
+ | 0.2497 | 46.3077 | 602 | 0.7208 | 0.2258 | 0.7208 | 0.8490 |
353
+ | 0.2497 | 46.4615 | 604 | 0.7225 | 0.2258 | 0.7225 | 0.8500 |
354
+ | 0.2497 | 46.6154 | 606 | 0.7312 | 0.2105 | 0.7312 | 0.8551 |
355
+ | 0.2497 | 46.7692 | 608 | 0.7470 | 0.2105 | 0.7470 | 0.8643 |
356
+ | 0.2497 | 46.9231 | 610 | 0.7478 | 0.2424 | 0.7478 | 0.8647 |
357
+ | 0.2497 | 47.0769 | 612 | 0.7243 | 0.0410 | 0.7243 | 0.8511 |
358
+ | 0.2497 | 47.2308 | 614 | 0.7460 | 0.0570 | 0.7460 | 0.8637 |
359
+ | 0.2497 | 47.3846 | 616 | 0.7679 | 0.1393 | 0.7679 | 0.8763 |
360
+ | 0.2497 | 47.5385 | 618 | 0.7512 | 0.0991 | 0.7512 | 0.8667 |
361
+ | 0.2497 | 47.6923 | 620 | 0.7021 | 0.0937 | 0.7021 | 0.8379 |
362
+ | 0.2497 | 47.8462 | 622 | 0.6823 | 0.0394 | 0.6823 | 0.8260 |
363
+ | 0.2497 | 48.0 | 624 | 0.6771 | 0.1379 | 0.6771 | 0.8229 |
364
+ | 0.2497 | 48.1538 | 626 | 0.6751 | 0.1379 | 0.6751 | 0.8216 |
365
+ | 0.2497 | 48.3077 | 628 | 0.6750 | 0.1379 | 0.6750 | 0.8216 |
366
+ | 0.2497 | 48.4615 | 630 | 0.6949 | -0.0029 | 0.6949 | 0.8336 |
367
+ | 0.2497 | 48.6154 | 632 | 0.7174 | 0.0081 | 0.7174 | 0.8470 |
368
+ | 0.2497 | 48.7692 | 634 | 0.7175 | 0.0081 | 0.7175 | 0.8471 |
369
+ | 0.2497 | 48.9231 | 636 | 0.6940 | 0.0375 | 0.6940 | 0.8331 |
370
+ | 0.2497 | 49.0769 | 638 | 0.6964 | 0.0807 | 0.6964 | 0.8345 |
371
+ | 0.2497 | 49.2308 | 640 | 0.6968 | 0.1691 | 0.6968 | 0.8347 |
372
+ | 0.2497 | 49.3846 | 642 | 0.6804 | 0.0807 | 0.6804 | 0.8249 |
373
+ | 0.2497 | 49.5385 | 644 | 0.6771 | 0.0807 | 0.6771 | 0.8229 |
374
+ | 0.2497 | 49.6923 | 646 | 0.6792 | 0.0807 | 0.6792 | 0.8242 |
375
+ | 0.2497 | 49.8462 | 648 | 0.6856 | 0.1259 | 0.6856 | 0.8280 |
376
+ | 0.2497 | 50.0 | 650 | 0.6853 | 0.0807 | 0.6853 | 0.8278 |
377
+ | 0.2497 | 50.1538 | 652 | 0.6925 | -0.0056 | 0.6925 | 0.8322 |
378
+ | 0.2497 | 50.3077 | 654 | 0.7049 | -0.0056 | 0.7049 | 0.8396 |
379
+ | 0.2497 | 50.4615 | 656 | 0.7130 | 0.1761 | 0.7130 | 0.8444 |
380
+ | 0.2497 | 50.6154 | 658 | 0.7109 | 0.0323 | 0.7109 | 0.8432 |
381
+ | 0.2497 | 50.7692 | 660 | 0.7220 | 0.0768 | 0.7220 | 0.8497 |
382
+ | 0.2497 | 50.9231 | 662 | 0.7433 | 0.1899 | 0.7433 | 0.8622 |
383
+ | 0.2497 | 51.0769 | 664 | 0.7394 | 0.2424 | 0.7394 | 0.8599 |
384
+ | 0.2497 | 51.2308 | 666 | 0.7144 | 0.0768 | 0.7144 | 0.8452 |
385
+ | 0.2497 | 51.3846 | 668 | 0.7230 | 0.0428 | 0.7230 | 0.8503 |
386
+ | 0.2497 | 51.5385 | 670 | 0.7480 | 0.0987 | 0.7480 | 0.8649 |
387
+ | 0.2497 | 51.6923 | 672 | 0.7293 | -0.0370 | 0.7293 | 0.8540 |
388
+ | 0.2497 | 51.8462 | 674 | 0.7109 | 0.0444 | 0.7109 | 0.8431 |
389
+ | 0.2497 | 52.0 | 676 | 0.6934 | 0.0375 | 0.6934 | 0.8327 |
390
+ | 0.2497 | 52.1538 | 678 | 0.6841 | 0.1379 | 0.6841 | 0.8271 |
391
+ | 0.2497 | 52.3077 | 680 | 0.6903 | 0.1202 | 0.6903 | 0.8308 |
392
+ | 0.2497 | 52.4615 | 682 | 0.7002 | 0.2034 | 0.7002 | 0.8368 |
393
+ | 0.2497 | 52.6154 | 684 | 0.6907 | 0.2034 | 0.6907 | 0.8311 |
394
+ | 0.2497 | 52.7692 | 686 | 0.6788 | 0.0807 | 0.6788 | 0.8239 |
395
+ | 0.2497 | 52.9231 | 688 | 0.6774 | 0.0863 | 0.6774 | 0.8230 |
396
+ | 0.2497 | 53.0769 | 690 | 0.6799 | 0.0375 | 0.6799 | 0.8245 |
397
+ | 0.2497 | 53.2308 | 692 | 0.6845 | -0.0086 | 0.6845 | 0.8273 |
398
+ | 0.2497 | 53.3846 | 694 | 0.6912 | -0.0029 | 0.6912 | 0.8314 |
399
+ | 0.2497 | 53.5385 | 696 | 0.6829 | -0.0086 | 0.6829 | 0.8264 |
400
+ | 0.2497 | 53.6923 | 698 | 0.6805 | 0.1259 | 0.6805 | 0.8249 |
401
+ | 0.2497 | 53.8462 | 700 | 0.6829 | 0.1691 | 0.6829 | 0.8264 |
402
+ | 0.2497 | 54.0 | 702 | 0.6848 | 0.1691 | 0.6848 | 0.8275 |
403
+ | 0.2497 | 54.1538 | 704 | 0.6854 | 0.1691 | 0.6854 | 0.8279 |
404
+ | 0.2497 | 54.3077 | 706 | 0.6959 | 0.0768 | 0.6959 | 0.8342 |
405
+ | 0.2497 | 54.4615 | 708 | 0.7081 | 0.0318 | 0.7081 | 0.8415 |
406
+ | 0.2497 | 54.6154 | 710 | 0.7207 | -0.0541 | 0.7207 | 0.8490 |
407
+ | 0.2497 | 54.7692 | 712 | 0.7210 | -0.0541 | 0.7210 | 0.8491 |
408
+ | 0.2497 | 54.9231 | 714 | 0.7187 | -0.0541 | 0.7187 | 0.8478 |
409
+ | 0.2497 | 55.0769 | 716 | 0.7291 | 0.1495 | 0.7291 | 0.8539 |
410
+ | 0.2497 | 55.2308 | 718 | 0.7425 | 0.2349 | 0.7425 | 0.8617 |
411
+ | 0.2497 | 55.3846 | 720 | 0.7461 | 0.2277 | 0.7461 | 0.8638 |
412
+ | 0.2497 | 55.5385 | 722 | 0.7325 | 0.2349 | 0.7325 | 0.8559 |
413
+ | 0.2497 | 55.6923 | 724 | 0.7419 | 0.2277 | 0.7419 | 0.8613 |
414
+ | 0.2497 | 55.8462 | 726 | 0.7349 | 0.2349 | 0.7349 | 0.8573 |
415
+ | 0.2497 | 56.0 | 728 | 0.7065 | 0.1691 | 0.7065 | 0.8405 |
416
+ | 0.2497 | 56.1538 | 730 | 0.6916 | 0.0863 | 0.6916 | 0.8316 |
417
+ | 0.2497 | 56.3077 | 732 | 0.6943 | -0.0488 | 0.6943 | 0.8332 |
418
+ | 0.2497 | 56.4615 | 734 | 0.6889 | 0.0863 | 0.6889 | 0.8300 |
419
+ | 0.2497 | 56.6154 | 736 | 0.6913 | 0.1259 | 0.6913 | 0.8314 |
420
+ | 0.2497 | 56.7692 | 738 | 0.7093 | 0.1965 | 0.7093 | 0.8422 |
421
+ | 0.2497 | 56.9231 | 740 | 0.7192 | 0.2349 | 0.7192 | 0.8480 |
422
+ | 0.2497 | 57.0769 | 742 | 0.7296 | 0.2349 | 0.7296 | 0.8541 |
423
+ | 0.2497 | 57.2308 | 744 | 0.7306 | 0.1879 | 0.7306 | 0.8547 |
424
+ | 0.2497 | 57.3846 | 746 | 0.7365 | 0.1431 | 0.7365 | 0.8582 |
425
+ | 0.2497 | 57.5385 | 748 | 0.7298 | 0.1048 | 0.7298 | 0.8543 |
426
+ | 0.2497 | 57.6923 | 750 | 0.7194 | -0.0541 | 0.7194 | 0.8482 |
427
+ | 0.2497 | 57.8462 | 752 | 0.7271 | 0.0 | 0.7271 | 0.8527 |
428
+ | 0.2497 | 58.0 | 754 | 0.7245 | -0.0056 | 0.7245 | 0.8512 |
429
+ | 0.2497 | 58.1538 | 756 | 0.7123 | -0.0086 | 0.7123 | 0.8440 |
430
+ | 0.2497 | 58.3077 | 758 | 0.7158 | 0.1565 | 0.7158 | 0.8461 |
431
+ | 0.2497 | 58.4615 | 760 | 0.7367 | 0.2349 | 0.7367 | 0.8583 |
432
+ | 0.2497 | 58.6154 | 762 | 0.7255 | 0.1965 | 0.7255 | 0.8517 |
433
+ | 0.2497 | 58.7692 | 764 | 0.7096 | 0.1202 | 0.7096 | 0.8424 |
434
+ | 0.2497 | 58.9231 | 766 | 0.6999 | 0.0807 | 0.6999 | 0.8366 |
435
+ | 0.2497 | 59.0769 | 768 | 0.6967 | 0.0863 | 0.6967 | 0.8347 |
436
+ | 0.2497 | 59.2308 | 770 | 0.6900 | 0.0375 | 0.6900 | 0.8307 |
437
+ | 0.2497 | 59.3846 | 772 | 0.6874 | 0.0375 | 0.6874 | 0.8291 |
438
+ | 0.2497 | 59.5385 | 774 | 0.6855 | 0.0375 | 0.6855 | 0.8279 |
439
+ | 0.2497 | 59.6923 | 776 | 0.6861 | 0.0759 | 0.6861 | 0.8283 |
440
+ | 0.2497 | 59.8462 | 778 | 0.6872 | 0.1146 | 0.6872 | 0.8290 |
441
+ | 0.2497 | 60.0 | 780 | 0.6866 | 0.0690 | 0.6866 | 0.8286 |
442
+ | 0.2497 | 60.1538 | 782 | 0.6904 | -0.0113 | 0.6904 | 0.8309 |
443
+ | 0.2497 | 60.3077 | 784 | 0.7156 | 0.1333 | 0.7156 | 0.8460 |
444
+ | 0.2497 | 60.4615 | 786 | 0.7512 | 0.1739 | 0.7512 | 0.8667 |
445
+ | 0.2497 | 60.6154 | 788 | 0.7632 | 0.1739 | 0.7632 | 0.8736 |
446
+ | 0.2497 | 60.7692 | 790 | 0.7679 | 0.1393 | 0.7679 | 0.8763 |
447
+ | 0.2497 | 60.9231 | 792 | 0.7588 | 0.0123 | 0.7588 | 0.8711 |
448
+ | 0.2497 | 61.0769 | 794 | 0.7451 | 0.0026 | 0.7451 | 0.8632 |
449
+ | 0.2497 | 61.2308 | 796 | 0.7376 | -0.0500 | 0.7376 | 0.8588 |
450
+ | 0.2497 | 61.3846 | 798 | 0.7397 | -0.0517 | 0.7397 | 0.8600 |
451
+ | 0.2497 | 61.5385 | 800 | 0.7372 | -0.0557 | 0.7372 | 0.8586 |
452
+
453
+
454
+ ### Framework versions
455
+
456
+ - Transformers 4.44.2
457
+ - Pytorch 2.4.0+cu118
458
+ - Datasets 2.21.0
459
+ - Tokenizers 0.19.1
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 64000
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+ }
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