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UMCU
/
ICD10_classifier_base_English

Feature Extraction
Transformers
Safetensors
English
bert
text-classification
icd10
healthcare
medical
custom_code
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use UMCU/ICD10_classifier_base_English with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use UMCU/ICD10_classifier_base_English with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="UMCU/ICD10_classifier_base_English", trust_remote_code=True)
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("UMCU/ICD10_classifier_base_English", trust_remote_code=True)
    model = AutoModelForSequenceClassification.from_pretrained("UMCU/ICD10_classifier_base_English", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
ICD10_classifier_base_English
224 MB
Ctrl+K
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  • 1 contributor
History: 21 commits
UMCU's picture
UMCU
Update README.md
e9f4265 verified 12 days ago
  • .gitattributes
    1.52 kB
    initial commit 14 days ago
  • README.md
    4.16 kB
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  • config.json
    32.8 kB
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  • label_mappings.json
    31.8 kB
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  • model.safetensors
    223 MB
    xet
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  • modeling.py
    3.84 kB
    Update modeling.py 13 days ago
  • modeling_custom_sequence_classifier.py
    4.16 kB
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  • special_tokens_map.json
    125 Bytes
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  • tokenizer.json
    706 kB
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  • tokenizer_config.json
    1.32 kB
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  • training_args.bin
    5.37 kB
    xet
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  • vocab.txt
    226 kB
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