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populism_classifier_023

Text Classification
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Safetensors
bert
Generated from Trainer
text-embeddings-inference
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End of training

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  1. README.md +4 -4
  2. model.safetensors +1 -1
  3. runs/Aug25_20-01-30_2e8e96a3dcb3/events.out.tfevents.1756152091.2e8e96a3dcb3.2911.23 +3 -0
  4. training_args.bin +1 -1
README.md CHANGED
@@ -18,7 +18,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7033
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  - Accuracy: 0.9419
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  - 1-f1: 0.4571
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  - 1-recall: 0.3077
@@ -55,9 +55,9 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1 | 1-recall | 1-precision | Balanced Acc |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:--------:|:-----------:|:------------:|
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- | 0.4293 | 1.0 | 11 | 0.2376 | 0.9511 | 0.75 | 0.9231 | 0.6316 | 0.9383 |
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- | 0.1268 | 2.0 | 22 | 0.2662 | 0.9511 | 0.7143 | 0.7692 | 0.6667 | 0.8680 |
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- | 0.1436 | 3.0 | 33 | 0.7033 | 0.9419 | 0.4571 | 0.3077 | 0.8889 | 0.6522 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.8795
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  - Accuracy: 0.9419
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  - 1-f1: 0.4571
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  - 1-recall: 0.3077
 
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1 | 1-recall | 1-precision | Balanced Acc |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:--------:|:-----------:|:------------:|
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+ | 0.4003 | 1.0 | 11 | 0.2501 | 0.9113 | 0.6234 | 0.9231 | 0.4706 | 0.9167 |
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+ | 0.1352 | 2.0 | 22 | 0.4691 | 0.9480 | 0.6047 | 0.5 | 0.7647 | 0.7434 |
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+ | 0.1484 | 3.0 | 33 | 0.8795 | 0.9419 | 0.4571 | 0.3077 | 0.8889 | 0.6522 |
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  ### Framework versions
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