Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
distilbert-base-multilingual-cased-finetuned-sentiment-albanian – AI Model by Gerti | AlphaNeural AI
You can deploy this model and start earning money today!
Gerti
/
distilbert-base-multilingual-cased-finetuned-sentiment-albanian
like
0
transformers
pytorch
tensorboard
distilbert
text-classification
generated_from_trainer
distilbert/distilbert-base-multilingual-cased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
distilbert-base-multilingual-cased-finetuned-sentiment-albanian
This model is a fine-tuned version of
distilbert-base-multilingual-cased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.3126
F1-score: : 0.9393
Accuracy score: : 0.8902
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: 2e-05
train_batch_size: 64
eval_batch_size: 64
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-score:
Accuracy score:
0.3698
1.0
149
0.3424
0.9290
0.8675
0.2995
2.0
298
0.3174
0.9362
0.8822
0.251
3.0
447
0.3126
0.9393
0.8902
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.1
Tokenizers 0.13.3
