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hermanda
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robeczech-propaganda

Text Classification
Transformers
Safetensors
roberta
Generated from Trainer
text-embeddings-inference
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 Community
hermanda commited on
Commit
c310715
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1 Parent(s): 8c01e4f

v4: 27k training data, all layers, class_weight=3.0, lr=1e-5, early_stop on loss

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Files changed (3) hide show
  1. README.md +8 -9
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -20,10 +20,10 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [ufal/robeczech-base](https://huggingface.co/ufal/robeczech-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5046
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- - Precision: 0.4419
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- - Recall: 0.5808
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- - F1: 0.5019
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|
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- | 0.5125 | 1.0 | 299 | 0.4987 | 0.2992 | 0.7773 | 0.4320 |
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- | 0.4588 | 2.0 | 598 | 0.4667 | 0.375 | 0.6943 | 0.4870 |
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- | 0.4181 | 3.0 | 897 | 0.4481 | 0.4308 | 0.6114 | 0.5054 |
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- | 0.3658 | 4.0 | 1196 | 0.4642 | 0.4222 | 0.6157 | 0.5009 |
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- | 0.3050 | 5.0 | 1495 | 0.5046 | 0.4419 | 0.5808 | 0.5019 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [ufal/robeczech-base](https://huggingface.co/ufal/robeczech-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.4071
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+ - Precision: 0.4632
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+ - Recall: 0.7785
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+ - F1: 0.5808
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|
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+ | 0.5118 | 1.0 | 724 | 0.4468 | 0.4103 | 0.7817 | 0.5381 |
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+ | 0.4224 | 2.0 | 1448 | 0.4072 | 0.4606 | 0.7785 | 0.5788 |
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+ | 0.3386 | 3.0 | 2172 | 0.4164 | 0.4773 | 0.7271 | 0.5763 |
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+ | 0.3071 | 4.0 | 2896 | 0.4635 | 0.5221 | 0.6453 | 0.5772 |
 
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  ### Framework versions
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