Transformers Pipelines#

Transformers pipelines allow everyone to easily add functionality.

It is as simple as just applying the pipeline once it is instantiated.

This allows users to:

  • Store metadata about the pipeline automatically

  • Automatically apply a number of HuggingFace pipelines with ease

Running it on a dataset:

from transformers import pipeline
pipeline = pipeline("automatic-speech-recognition", model="facebook/wav2vec2-base-960h", device=0)
    text_fields, pipeline