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Rishabh157
/
multinerd-multilingual-ner-mdeberta

Token Classification
Transformers
Safetensors
deberta-v2
ner
named-entity-recognition
multinerd
mdeberta-v3
mdeberta
deberta
lora
multilingual
multi-domain-ner
information-extraction
nlp
sequence-labeling
bio-tagging
entity-extraction
transformer
Model card Files Files and versions
xet
Community

Instructions to use Rishabh157/multinerd-multilingual-ner-mdeberta with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Rishabh157/multinerd-multilingual-ner-mdeberta with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="Rishabh157/multinerd-multilingual-ner-mdeberta")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("Rishabh157/multinerd-multilingual-ner-mdeberta")
    model = AutoModelForTokenClassification.from_pretrained("Rishabh157/multinerd-multilingual-ner-mdeberta", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
multinerd-multilingual-ner-mdeberta
573 MB
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  • 1 contributor
History: 2 commits
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Rishabh157
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  • .gitattributes
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  • README.md
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  • config.json
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  • eval_results.json
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  • id_to_label.json
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  • label_to_id.json
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  • model.safetensors
    557 MB
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  • special_tokens_map.json
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  • tokenizer.json
    16 MB
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  • tokenizer_config.json
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