Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
model_compleet_wie_mask_red – AI Model by svitse | AlphaNeural AI
You can deploy this model and start earning money today!
svitse
/
model_compleet_wie_mask_red
like
0
transformers
safetensors
bert
text-classification
generated_from_trainer
GroNLP/bert-base-dutch-cased
finetune
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
model_compleet_wie_mask_red
This model is a fine-tuned version of
GroNLP/bert-base-dutch-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.4593
Accuracy: 0.8435
F1: 0.8099
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: 16
eval_batch_size: 20
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.6621
0.77
50
0.5506
0.7130
0.4870
0.393
1.54
100
0.3608
0.8290
0.7790
0.2232
2.31
150
0.4593
0.8435
0.8099
Framework versions
Transformers 4.37.2
Pytorch 2.1.0+cu121
Tokenizers 0.15.2
