tsBERT_sa_cv_13_fold7 – AI Model by DiederikMartens | AlphaNeural AI

You can deploy this model and start earning money today!

DiederikMartens/
tsBERT_sa_cv_13_fold7

like

0

text-classification

generated_from_trainer

igorsterner/german-english-code-switching-bert

autotrain_compatible

endpoints_compatible

Views

No views yet

tsBERT_sa_cv_13_fold7

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: 0.4860
F1: 0.7193

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	Validation Loss	F1
No log	1.0	325	0.4105	0.5852
0.4368	2.0	650	0.3952	0.6444
0.4368	3.0	975	0.4860	0.7193

Framework versions

Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1