Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
distilbert-emotion-classifier – AI Model by Mary154 | AlphaNeural AI
You can deploy this model and start earning money today!
Mary154
/
distilbert-emotion-classifier
like
0
safetensors
distilbert
text-classification
emotion
en
distilbert/distilbert-base-uncased
finetune
apache-2.0
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
DistilBERT Emotion Classifier
Fine-tuned DistilBERT model for six-way Twitter emotion classification: sadness, joy, love, anger, fear, and surprise.
Validation metrics:
Accuracy: 0.9370
Weighted F1: 0.9371
Macro F1: 0.9113
Test metrics:
Accuracy: 0.9230
Weighted F1: 0.9227
Macro F1: 0.8767
Training setup: 3 epochs, learning rate 2e-5, batch size 64, weight decay 0.01, fp16 training, and best-checkpoint loading by validation weighted F1.