Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
sentence_sentiments_analysis_distilbert – AI Model by KingAsiedu | AlphaNeural AI
You can deploy this model and start earning money today!
KingAsiedu
/
sentence_sentiments_analysis_distilbert
like
0
transformers
pytorch
distilbert
text-classification
generated_from_trainer
distilbert/distilbert-base-cased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
sentence_sentiments_analysis_distilbert
This model is a fine-tuned version of
distilbert-base-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2971
F1-score: 0.9014
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
F1-score
0.3084
1.0
2500
0.2971
0.9014
0.1955
2.0
5000
0.3453
0.9047
0.1105
3.0
7500
0.4980
0.9050
0.0373
4.0
10000
0.5760
0.9094
0.0179
5.0
12500
0.6682
0.9102
Framework versions
Transformers 4.33.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
