How to use AWCO/mdeberta-v3-base-narratives-classifier-hierarchical with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="AWCO/mdeberta-v3-base-narratives-classifier-hierarchical")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, MultiHeadDebertaForHierarchicalClassification tokenizer = AutoTokenizer.from_pretrained("AWCO/mdeberta-v3-base-narratives-classifier-hierarchical") model = MultiHeadDebertaForHierarchicalClassification.from_pretrained("AWCO/mdeberta-v3-base-narratives-classifier-hierarchical", device_map="auto")
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