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Duplicated from  OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M

EdgeAIMed
/
EdgeAIMed-NER-ChemicalDetect-EuroMed-212M

Token Classification
Transformers
Safetensors
English
eurobert
named-entity-recognition
biomedical-nlp
chemical-entity-recognition
drug-discovery
pharmacology
chemistry
chem
custom_code
Model card Files Files and versions
xet
Community

Instructions to use EdgeAIMed/EdgeAIMed-NER-ChemicalDetect-EuroMed-212M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use EdgeAIMed/EdgeAIMed-NER-ChemicalDetect-EuroMed-212M with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="EdgeAIMed/EdgeAIMed-NER-ChemicalDetect-EuroMed-212M", trust_remote_code=True)
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("EdgeAIMed/EdgeAIMed-NER-ChemicalDetect-EuroMed-212M", trust_remote_code=True)
    model = AutoModelForTokenClassification.from_pretrained("EdgeAIMed/EdgeAIMed-NER-ChemicalDetect-EuroMed-212M", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
EdgeAIMed-NER-ChemicalDetect-EuroMed-212M
441 MB
Ctrl+K
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  • 2 contributors
History: 1 commit
drdata's picture
drdata
MaziyarPanahi's picture
MaziyarPanahi
Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M
1090347 about 1 month ago
  • .gitattributes
    1.64 kB
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • README.md
    11.7 kB
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • config.json
    1.54 kB
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • configuration_eurobert.py
    12.1 kB
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • model.safetensors
    424 MB
    xet
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • modeling_eurobert.py
    43.2 kB
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • openmed_vs_sota_grouped_bars.png
    497 kB
    xet
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • special_tokens_map.json
    582 Bytes
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • test_results.json
    197 Bytes
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • tokenizer.json
    17.2 MB
    xet
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago
  • tokenizer_config.json
    50.7 kB
    Duplicate from OpenMed/OpenMed-NER-ChemicalDetect-EuroMed-212M about 1 month ago