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qa_model

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distilbert
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  1. README.md +5 -102
  2. model.safetensors +1 -1
  3. runs/Apr15_23-45-37_asrlytics-server/events.out.tfevents.1713204941.asrlytics-server.46320.0 +3 -0
  4. training_args.bin +1 -1
README.md CHANGED
@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0774
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  ## Model description
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@@ -40,112 +40,15 @@ The following hyperparameters were used during training:
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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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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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- | No log | 1.0 | 14 | 3.5949 |
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- | No log | 2.0 | 28 | 1.8853 |
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- | No log | 3.0 | 42 | 1.0928 |
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- | No log | 4.0 | 56 | 0.7841 |
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- | No log | 5.0 | 70 | 0.6289 |
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- | No log | 6.0 | 84 | 0.5108 |
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- | No log | 7.0 | 98 | 0.4458 |
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- | No log | 8.0 | 112 | 0.3415 |
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- | No log | 9.0 | 126 | 0.2809 |
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- | No log | 10.0 | 140 | 0.2628 |
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- | No log | 11.0 | 154 | 0.2190 |
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- | No log | 12.0 | 168 | 0.2118 |
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- | No log | 13.0 | 182 | 0.1790 |
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- | No log | 14.0 | 196 | 0.1799 |
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- | No log | 15.0 | 210 | 0.1518 |
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- | No log | 16.0 | 224 | 0.1556 |
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- | No log | 17.0 | 238 | 0.1505 |
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- | No log | 18.0 | 252 | 0.1580 |
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- | No log | 19.0 | 266 | 0.1415 |
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- | No log | 20.0 | 280 | 0.1353 |
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- | No log | 21.0 | 294 | 0.1281 |
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- | No log | 22.0 | 308 | 0.1678 |
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- | No log | 23.0 | 322 | 0.1305 |
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- | No log | 24.0 | 336 | 0.1400 |
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- | No log | 25.0 | 350 | 0.1267 |
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- | No log | 26.0 | 364 | 0.1232 |
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- | No log | 27.0 | 378 | 0.1198 |
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- | No log | 28.0 | 392 | 0.1179 |
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- | No log | 29.0 | 406 | 0.1109 |
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- | No log | 30.0 | 420 | 0.1060 |
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- | No log | 31.0 | 434 | 0.1061 |
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- | No log | 32.0 | 448 | 0.1075 |
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- | No log | 33.0 | 462 | 0.1060 |
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- | No log | 34.0 | 476 | 0.1063 |
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- | No log | 35.0 | 490 | 0.0999 |
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- | 0.5085 | 36.0 | 504 | 0.1029 |
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- | 0.5085 | 37.0 | 518 | 0.1010 |
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- | 0.5085 | 38.0 | 532 | 0.1008 |
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- | 0.5085 | 39.0 | 546 | 0.0979 |
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- | 0.5085 | 40.0 | 560 | 0.0970 |
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- | 0.5085 | 41.0 | 574 | 0.0972 |
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- | 0.5085 | 42.0 | 588 | 0.1008 |
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- | 0.5085 | 43.0 | 602 | 0.1027 |
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- | 0.5085 | 44.0 | 616 | 0.0952 |
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- | 0.5085 | 45.0 | 630 | 0.0985 |
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- | 0.5085 | 46.0 | 644 | 0.0946 |
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- | 0.5085 | 47.0 | 658 | 0.0886 |
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- | 0.5085 | 48.0 | 672 | 0.0921 |
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- | 0.5085 | 49.0 | 686 | 0.0892 |
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- | 0.5085 | 50.0 | 700 | 0.0869 |
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- | 0.5085 | 51.0 | 714 | 0.0865 |
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- | 0.5085 | 52.0 | 728 | 0.0868 |
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- | 0.5085 | 53.0 | 742 | 0.0863 |
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- | 0.5085 | 54.0 | 756 | 0.0843 |
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- | 0.5085 | 55.0 | 770 | 0.0841 |
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- | 0.5085 | 56.0 | 784 | 0.0868 |
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- | 0.5085 | 57.0 | 798 | 0.0862 |
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- | 0.5085 | 58.0 | 812 | 0.0839 |
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- | 0.5085 | 59.0 | 826 | 0.0836 |
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- | 0.5085 | 60.0 | 840 | 0.0821 |
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- | 0.5085 | 61.0 | 854 | 0.0818 |
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- | 0.5085 | 62.0 | 868 | 0.0821 |
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- | 0.5085 | 63.0 | 882 | 0.0816 |
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- | 0.5085 | 64.0 | 896 | 0.0820 |
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- | 0.5085 | 65.0 | 910 | 0.0829 |
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- | 0.5085 | 66.0 | 924 | 0.0805 |
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- | 0.5085 | 67.0 | 938 | 0.0812 |
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- | 0.5085 | 68.0 | 952 | 0.0804 |
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- | 0.5085 | 69.0 | 966 | 0.0804 |
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- | 0.5085 | 70.0 | 980 | 0.0801 |
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- | 0.5085 | 71.0 | 994 | 0.0806 |
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- | 0.104 | 72.0 | 1008 | 0.0803 |
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- | 0.104 | 73.0 | 1022 | 0.0799 |
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- | 0.104 | 74.0 | 1036 | 0.0796 |
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- | 0.104 | 75.0 | 1050 | 0.0794 |
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- | 0.104 | 76.0 | 1064 | 0.0797 |
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- | 0.104 | 77.0 | 1078 | 0.0797 |
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- | 0.104 | 78.0 | 1092 | 0.0790 |
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- | 0.104 | 79.0 | 1106 | 0.0787 |
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- | 0.104 | 80.0 | 1120 | 0.0784 |
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- | 0.104 | 81.0 | 1134 | 0.0785 |
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- | 0.104 | 82.0 | 1148 | 0.0787 |
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- | 0.104 | 83.0 | 1162 | 0.0790 |
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- | 0.104 | 84.0 | 1176 | 0.0787 |
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- | 0.104 | 85.0 | 1190 | 0.0786 |
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- | 0.104 | 86.0 | 1204 | 0.0783 |
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- | 0.104 | 87.0 | 1218 | 0.0782 |
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- | 0.104 | 88.0 | 1232 | 0.0783 |
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- | 0.104 | 89.0 | 1246 | 0.0782 |
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- | 0.104 | 90.0 | 1260 | 0.0782 |
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- | 0.104 | 91.0 | 1274 | 0.0780 |
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- | 0.104 | 92.0 | 1288 | 0.0778 |
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- | 0.104 | 93.0 | 1302 | 0.0777 |
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- | 0.104 | 94.0 | 1316 | 0.0777 |
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- | 0.104 | 95.0 | 1330 | 0.0775 |
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- | 0.104 | 96.0 | 1344 | 0.0774 |
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- | 0.104 | 97.0 | 1358 | 0.0774 |
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- | 0.104 | 98.0 | 1372 | 0.0774 |
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- | 0.104 | 99.0 | 1386 | 0.0774 |
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- | 0.104 | 100.0 | 1400 | 0.0774 |
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  ### Framework versions
 
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16
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
17
  It achieves the following results on the evaluation set:
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+ - Loss: 2.3069
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20
  ## Model description
21
 
 
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
42
  - lr_scheduler_type: linear
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+ - num_epochs: 3
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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+ | No log | 1.0 | 14 | 4.1925 |
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+ | No log | 2.0 | 28 | 2.8053 |
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+ | No log | 3.0 | 42 | 2.3069 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
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