Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
gBERT_sa_cv_8_fold7 – AI Model by DiederikMartens | AlphaNeural AI
You can deploy this model and start earning money today!
DiederikMartens
/
gBERT_sa_cv_8_fold7
like
0
transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
google-bert/bert-base-german-cased
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
gBERT_sa_cv_8_fold7
This model is a fine-tuned version of
google-bert/bert-base-german-cased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.4836
F1: 0.6926
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: 4.47e-05
train_batch_size: 16
eval_batch_size: 32
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
F1
Validation Loss
No log
1.0
401
0.5615
0.3781
0.2652
2.0
802
0.6672
0.3545
0.1204
3.0
1203
0.4836
0.6926
Framework versions
Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1
