Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
distilbert-magazine-classifier – AI Model by kingla6 | AlphaNeural AI
You can deploy this model and start earning money today!
kingla6
/
distilbert-magazine-classifier
like
0
transformers
pytorch
tensorboard
distilbert
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
distilbert-magazine-classifier
This model is a fine-tuned version of
distilbert-base-cased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.8377
Precision: 0.25
Recall: 0.125
Fscore: 0.1667
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: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
Fscore
0.1779
1.0
2
1.7584
0.2222
0.3333
0.2667
0.1635
2.0
4
1.7585
0.25
0.125
0.1667
0.1405
3.0
6
1.8377
0.25
0.125
0.1667
Framework versions
Transformers 4.15.0
Pytorch 1.10.0+cu111
Datasets 1.17.0
Tokenizers 0.10.3
