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smerchi
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question_classification

Text Classification
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Safetensors
bert
Generated from Trainer
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  1. README.md +11 -9
  2. model.safetensors +1 -1
  3. runs/Jan13_10-39-16_9ef1d72730d7/events.out.tfevents.1736764759.9ef1d72730d7.805.0 +3 -0
  4. runs/Jan13_10-39-16_9ef1d72730d7/events.out.tfevents.1736765030.9ef1d72730d7.805.1 +3 -0
  5. runs/Jan13_10-43-52_9ef1d72730d7/events.out.tfevents.1736765034.9ef1d72730d7.805.2 +3 -0
  6. training_args.bin +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [SI2M-Lab/DarijaBERT](https://huggingface.co/SI2M-Lab/DarijaBERT) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0593
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- - Accuracy: 0.9886
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  ## Model description
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@@ -43,18 +43,20 @@ The following hyperparameters were used during training:
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  - seed: 42
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  - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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- - num_epochs: 6
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | No log | 1.0 | 264 | 0.0805 | 0.9811 |
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- | 0.1098 | 2.0 | 528 | 0.1241 | 0.9830 |
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- | 0.1098 | 3.0 | 792 | 0.0593 | 0.9886 |
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- | 0.0077 | 4.0 | 1056 | 0.0916 | 0.9848 |
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- | 0.0077 | 5.0 | 1320 | 0.0749 | 0.9905 |
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- | 0.0003 | 6.0 | 1584 | 0.0787 | 0.9905 |
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [SI2M-Lab/DarijaBERT](https://huggingface.co/SI2M-Lab/DarijaBERT) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.0856
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+ - Accuracy: 0.9924
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  ## Model description
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  - seed: 42
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  - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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+ - num_epochs: 8
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | No log | 1.0 | 264 | 0.0688 | 0.9905 |
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+ | 0.0366 | 2.0 | 528 | 0.0684 | 0.9924 |
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+ | 0.0366 | 3.0 | 792 | 0.0770 | 0.9924 |
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+ | 0.0 | 4.0 | 1056 | 0.0806 | 0.9924 |
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+ | 0.0 | 5.0 | 1320 | 0.0829 | 0.9924 |
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+ | 0.0 | 6.0 | 1584 | 0.0844 | 0.9924 |
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+ | 0.0 | 7.0 | 1848 | 0.0852 | 0.9924 |
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+ | 0.0 | 8.0 | 2112 | 0.0856 | 0.9924 |
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  ### Framework versions
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