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german-english-code-switching-bert-finetuned-sa2 – AI Model by DiederikMartens | AlphaNeural AI
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DiederikMartens
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german-english-code-switching-bert-finetuned-sa2
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transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
igorsterner/german-english-code-switching-bert
finetune
mit
autotrain_compatible
endpoints_compatible
us
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german-english-code-switching-bert-finetuned-sa2
This model is a fine-tuned version of
igorsterner/german-english-code-switching-bert
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.5422
F1: 0.7388
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: 4.469769936643479e-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: 4
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.5448
1.0
537
0.4317
0.6056
0.3484
2.0
1074
0.4768
0.6605
0.2262
3.0
1611
0.5422
0.7388
0.1231
4.0
2148
0.7312
0.7227
Framework versions
Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1
