danskbert_1_ND – AI Model by yemen2016 | AlphaNeural AI

You can deploy this model and start earning money today!

yemen2016/
danskbert_1_ND

like

0

text-classification

generated_from_trainer

vesteinn/DanskBERT

autotrain_compatible

endpoints_compatible

Views

No views yet

danskbert_1_ND

This model is a fine-tuned version of vesteinn/DanskBERT on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3183
F1-score: 0.8920

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: 5e-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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	F1-score
No log	1.0	223	0.3557	0.8496
No log	2.0	446	0.3183	0.8920
0.3559	3.0	669	0.4009	0.8864
0.3559	4.0	892	0.4993	0.8772
0.2054	5.0	1115	0.6132	0.8694
0.2054	6.0	1338	0.6709	0.8573
0.1135	7.0	1561	0.7118	0.8681
0.1135	8.0	1784	0.6778	0.8684
0.0501	9.0	2007	0.8188	0.8713
0.0501	10.0	2230	0.8687	0.8637

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1