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bert-base-german-cased-finetuned-subj – AI Model by tbosse | AlphaNeural AI
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tbosse
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bert-base-german-cased-finetuned-subj
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transformers
pytorch
tensorboard
bert
token-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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bert-base-german-cased-finetuned-subj
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: 0.1424
Precision: 0.6514
Recall: 0.0186
F1: 0.0363
Accuracy: 0.9511
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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
No log
1.0
140
0.1588
0.6
0.0016
0.0031
0.9507
No log
2.0
280
0.1466
0.75
0.0039
0.0078
0.9508
No log
3.0
420
0.1424
0.6514
0.0186
0.0363
0.9511
Framework versions
Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6
