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aomar85
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fold_1

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
text-embeddings-inference
Model card Files
xet
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aomar85 commited on
Commit
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Best fold: (F1=0.8023)

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Files changed (3) hide show
  1. README.md +9 -9
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6076
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- - Accuracy: 0.7870
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- - Precision: 0.7902
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- - Recall: 0.7895
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- - F1: 0.7860
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  ## Model description
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@@ -56,10 +56,10 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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  |:-------------:|:------:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
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- | 1.0011 | 1.1628 | 50 | 0.8491 | 0.6213 | 0.6891 | 0.6310 | 0.5955 |
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- | 0.7277 | 2.3256 | 100 | 0.7047 | 0.6864 | 0.7199 | 0.6811 | 0.6782 |
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- | 0.5804 | 3.4884 | 150 | 0.6076 | 0.7870 | 0.7902 | 0.7895 | 0.7860 |
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- | 0.4828 | 4.6512 | 200 | 0.5958 | 0.7633 | 0.7629 | 0.7606 | 0.7601 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.5970
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+ - Accuracy: 0.8047
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+ - Precision: 0.8127
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+ - Recall: 0.7999
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+ - F1: 0.8023
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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  |:-------------:|:------:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
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+ | 1.0198 | 1.1628 | 50 | 0.8447 | 0.6095 | 0.6519 | 0.6191 | 0.5959 |
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+ | 0.7783 | 2.3256 | 100 | 0.7763 | 0.7101 | 0.7495 | 0.7039 | 0.7108 |
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+ | 0.5724 | 3.4884 | 150 | 0.6136 | 0.7988 | 0.8080 | 0.7961 | 0.7988 |
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+ | 0.4886 | 4.6512 | 200 | 0.5970 | 0.8047 | 0.8127 | 0.7999 | 0.8023 |
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  ### Framework versions
model.safetensors CHANGED
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