Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
SBC-V1 – AI Model by HoussemMammeri | AlphaNeural AI
You can deploy this model and start earning money today!
HoussemMammeri
/
SBC-V1
like
0
transformers
pytorch
tensorboard
distilbert
text-classification
generated_from_trainer
imdb
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
SBC-V1
This model is a fine-tuned version of
sbcBI/sentiment_analysis_model
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 0.2308
Accuracy: 0.9314
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.2368
1.0
1563
0.1939
0.9252
0.1533
2.0
3126
0.2308
0.9314
Framework versions
Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.0
Tokenizers 0.13.3
