chunked/nltk_chunking/_add_new_pipeline/chunk_26.txt

If we have saved this in
a file named pair_classification.py, we can then import it and register it like this:

from pair_classification import PairClassificationPipeline
from transformers.pipelines import PIPELINE_REGISTRY
from transformers import AutoModelForSequenceClassification, TFAutoModelForSequenceClassification
PIPELINE_REGISTRY.register_pipeline(
    "pair-classification",
    pipeline_class=PairClassificationPipeline,
    pt_model=AutoModelForSequenceClassification,
    tf_model=TFAutoModelForSequenceClassification,
)

Once this is done, we can use it with a pretrained model.