transformers

Bindings for Hugging Face transformers predictors.

Transformers models return ModelOutput dataclasses instead of tensors. Registering predict_raw for PreTrainedModel unwraps the logits field, so transformers classifiers plug into the prediction, representation, and quantification pipeline like any other torch module, including after transformations such as dropout or ensemble.

Functions

extract_predictions

Extract the prediction tensor from a transformers model output.