Text Classification
Safetensors
deberta-v2

Add Custom model and pipeline to make usage easier.

#1
by tcapelle - opened

This PR adds a custom model class: MultiHeadDebertaForSequenceClassificationModel.

We also added a pipeline config, so now you can use this model using

pipe = pipeline("multi-head-text-classification", model="./celadon", trust_remote_code=True)
result = pipe("Woman are dumb and should stay at home.")
# [{'Race/Origin': 0, 'Gender/Sex': 3, 'Religion': 0, 'Ability': 0, 'Violence': 0}]

No more custom loading!

tcapelle changed pull request title from Upload CustomTextClassificationPipeline to Add Custom model and pipeline to make usage easier.
tcapelle changed pull request status to closed

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