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alionder
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acer_nitro_distilbert_turk

Text Classification
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distilbert
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Training completed!

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  1. README.md +14 -14
  2. model.safetensors +1 -1
  3. runs/Jan03_16-24-20_c080c5f57341/events.out.tfevents.1704299060.c080c5f57341.194.0 +3 -0
  4. runs/Jan03_16-24-20_c080c5f57341/events.out.tfevents.1704299188.c080c5f57341.194.1 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
@@ -18,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [dbmdz/distilbert-base-turkish-cased](https://huggingface.co/dbmdz/distilbert-base-turkish-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.4546
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- - F1: 0.7964
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- - Roc Auc: 0.8892
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- - Accuracy: 0.6024
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  ## Model description
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@@ -52,16 +52,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
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- | No log | 1.0 | 166 | 0.3914 | 0.8311 | 0.9101 | 0.6506 |
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- | No log | 2.0 | 332 | 0.3996 | 0.8350 | 0.8960 | 0.6988 |
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- | No log | 3.0 | 498 | 0.4228 | 0.8125 | 0.9038 | 0.6506 |
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- | 0.003 | 4.0 | 664 | 0.4515 | 0.8364 | 0.9150 | 0.6867 |
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- | 0.003 | 5.0 | 830 | 0.4446 | 0.8165 | 0.8991 | 0.6627 |
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- | 0.003 | 6.0 | 996 | 0.4337 | 0.8251 | 0.9112 | 0.6627 |
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- | 0.0021 | 7.0 | 1162 | 0.4246 | 0.8381 | 0.9031 | 0.6988 |
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- | 0.0021 | 8.0 | 1328 | 0.4399 | 0.8182 | 0.9027 | 0.6386 |
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- | 0.0021 | 9.0 | 1494 | 0.4520 | 0.8000 | 0.8905 | 0.6024 |
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- | 0.0024 | 10.0 | 1660 | 0.4546 | 0.7964 | 0.8892 | 0.6024 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [dbmdz/distilbert-base-turkish-cased](https://huggingface.co/dbmdz/distilbert-base-turkish-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.7724
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+ - F1: 0.7596
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+ - Roc Auc: 0.8506
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+ - Accuracy: 0.6386
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
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+ | No log | 1.0 | 166 | 0.6408 | 0.7330 | 0.8464 | 0.5904 |
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+ | No log | 2.0 | 332 | 0.6674 | 0.7549 | 0.8434 | 0.6386 |
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+ | No log | 3.0 | 498 | 0.7058 | 0.7573 | 0.8470 | 0.6145 |
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+ | 0.3537 | 4.0 | 664 | 0.7887 | 0.7333 | 0.8358 | 0.6145 |
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+ | 0.3537 | 5.0 | 830 | 0.8267 | 0.7586 | 0.8447 | 0.6265 |
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+ | 0.3537 | 6.0 | 996 | 0.7217 | 0.7477 | 0.8491 | 0.6506 |
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+ | 0.191 | 7.0 | 1162 | 0.7180 | 0.7593 | 0.8588 | 0.6506 |
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+ | 0.191 | 8.0 | 1328 | 0.7742 | 0.7670 | 0.8531 | 0.6386 |
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+ | 0.191 | 9.0 | 1494 | 0.7798 | 0.7560 | 0.8493 | 0.6265 |
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+ | 0.1294 | 10.0 | 1660 | 0.7724 | 0.7596 | 0.8506 | 0.6386 |
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  ### Framework versions
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