universal-dependencies/universal_dependencies
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How to use KoichiYasuoka/deberta-base-coptic-ud-goeswith with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="KoichiYasuoka/deberta-base-coptic-ud-goeswith") # Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("KoichiYasuoka/deberta-base-coptic-ud-goeswith")
model = AutoModelForTokenClassification.from_pretrained("KoichiYasuoka/deberta-base-coptic-ud-goeswith")This is a DeBERTa(V2) model pre-trained on Coptic Scriptorium Corpora for POS-tagging and dependency-parsing (using goeswith for subwords), derived from deberta-base-coptic.
from transformers import pipeline
nlp=pipeline("universal-dependencies","KoichiYasuoka/deberta-base-coptic-ud-goeswith",trust_remote_code=True,aggregation_strategy="simple")
print(nlp("ⲧⲉⲛⲟⲩⲇⲉⲛ̄ⲟⲩⲟⲉⲓⲛϩ︤ⲙ︥ⲡϫⲟⲉⲓⲥ·"))
Base model
KoichiYasuoka/deberta-base-coptic