Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
FakeNews-deberta-base-emoji – AI Model by Denyol | AlphaNeural AI
You can deploy this model and start earning money today!
Denyol
/
FakeNews-deberta-base-emoji
like
0
transformers
pytorch
deberta
text-classification
generated_from_trainer
microsoft/deberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
FakeNews-deberta-base-emoji
This model is a fine-tuned version of
microsoft/deberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2527
Accuracy: 0.9463
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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.3239
1.0
1605
0.4248
0.9093
0.2653
2.0
3210
0.2968
0.9379
0.2353
3.0
4815
0.3643
0.9304
0.2341
4.0
6420
0.4169
0.9266
0.1365
5.0
8025
0.2527
0.9463
Framework versions
Transformers 4.34.1
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1
