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bert-base-german-cased-hatespeech-GermEval18 – AI Model by CundK | AlphaNeural AI
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CundK
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bert-base-german-cased-hatespeech-GermEval18
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transformers
pytorch
tensorboard
safetensors
bert
text-classification
generated_from_trainer
google-bert/bert-base-german-cased
finetune
mit
autotrain_compatible
endpoints_compatible
us
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bert-base-german-cased-hatespeech-GermEval18
This model is a fine-tuned version of
bert-base-german-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9184
Accuracy: 0.7810
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
314
0.8052
0.7769
0.1769
2.0
628
0.9184
0.7810
Framework versions
Transformers 4.33.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
