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LF6_Token_Classifier – AI Model by onedapperterm | AlphaNeural AI
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LF6_Token_Classifier
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transformers
pytorch
bert
token-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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LF6_Token_Classifier
This model is a fine-tuned version of
dbmdz/bert-base-german-cased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0000
Precision: 1.0
Recall: 1.0
F1: 1.0
Accuracy: 1.0
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: 8
eval_batch_size: 8
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
0.0468
1.0
601
0.0001
1.0
1.0
1.0
1.0
0.0004
2.0
1202
0.0000
1.0
1.0
1.0
1.0
0.0001
3.0
1803
0.0000
1.0
1.0
1.0
1.0
Framework versions
Transformers 4.29.2
Pytorch 2.0.1
Datasets 2.12.0
Tokenizers 0.13.3
