Sentiment Logits Extraction For Custom Thresholding

via “sentiment-logits-extraction-for-custom-thresholding”

text-classification model by undefined. 11,44,794 downloads.

Unique: Exposes raw logits through HuggingFace's output_hidden_states and return_dict options, enabling custom post-processing without model modification. Developers can apply domain-specific thresholding, confidence filtering, or uncertainty estimation without retraining or ensemble methods.

vs others: More flexible than hard class predictions; cheaper than ensemble methods for uncertainty estimation; simpler than Bayesian approaches while still enabling confidence-aware workflows