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OpenMed
/
OpenMed-ZeroShot-NER-DNA-Base-220M

Token Classification
GLiNER
PyTorch
English
entity recognition
named-entity-recognition
zero-shot
zero-shot-ner
zero shot
biomedical-nlp
protein-recognition
gene-recognition
molecular-biology
genomics
protein
dna
rna
cell_line
cell_type
Model card Files Files and versions
xet

Instructions to use OpenMed/OpenMed-ZeroShot-NER-DNA-Base-220M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • GLiNER

    How to use OpenMed/OpenMed-ZeroShot-NER-DNA-Base-220M with GLiNER:

    from gliner import GLiNER
    
    model = GLiNER.from_pretrained("OpenMed/OpenMed-ZeroShot-NER-DNA-Base-220M")
    
    text = "Cristiano Ronaldo dos Santos Aveiro was born on 5 February 1985 in Funchal, Madeira, Portugal."
    labels = ["person", "date", "location"]
    
    entities = model.predict_entities(text, labels)
    for entity in entities:
        print(entity["text"], "=>", entity["label"])
  • Notebooks
  • Google Colab
  • Kaggle
OpenMed-ZeroShot-NER-DNA-Base-220M
1.23 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
MaziyarPanahi's picture
MaziyarPanahi
feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M
a0e8e64 verified about 1 year ago
  • .gitattributes
    1.57 kB
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • README.md
    9.77 kB
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • added_tokens.json
    45 Bytes
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • gliner_config.json
    3.53 kB
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • pytorch_model.bin
    1.21 GB
    xet
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • special_tokens_map.json
    416 Bytes
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • spiece.model
    4.31 MB
    xet
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • test_results.json
    208 Bytes
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • tokenizer.json
    16.3 MB
    xet
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago
  • tokenizer_config.json
    19.6 kB
    feat: Upload fine-tuned medical NER model OpenMed-ZeroShot-NER-DNA-Base-220M about 1 year ago