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cristian-untaru
/
lora-distilbert-medical-triage

Text Classification
Transformers
Safetensors
PEFT
English
distilbert
medical-triage
lora
healthcare
symptom-checker
natural-language-processing
academic-project
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use cristian-untaru/lora-distilbert-medical-triage with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use cristian-untaru/lora-distilbert-medical-triage with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="cristian-untaru/lora-distilbert-medical-triage")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("cristian-untaru/lora-distilbert-medical-triage")
    model = AutoModelForSequenceClassification.from_pretrained("cristian-untaru/lora-distilbert-medical-triage", device_map="auto")
  • PEFT

    How to use cristian-untaru/lora-distilbert-medical-triage with PEFT:

    Task type is invalid.
  • Notebooks
  • Google Colab
  • Kaggle
lora-distilbert-medical-triage
269 MB
Ctrl+K
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  • 1 contributor
History: 4 commits
cristian-untaru's picture
cristian-untaru
Update model card
fa32230 verified about 1 month ago
  • .gitattributes
    1.52 kB
    initial commit about 1 month ago
  • README.md
    11.8 kB
    Update model card about 1 month ago
  • config.json
    832 Bytes
    Add merged LoRA DistilBERT medical triage model about 1 month ago
  • label_map.json
    170 Bytes
    Add merged LoRA DistilBERT medical triage model about 1 month ago
  • model.safetensors
    268 MB
    xet
    Add merged LoRA DistilBERT medical triage model about 1 month ago
  • tokenizer.json
    712 kB
    Add merged LoRA DistilBERT medical triage model about 1 month ago
  • tokenizer_config.json
    351 Bytes
    Add merged LoRA DistilBERT medical triage model about 1 month ago
  • training_config.json
    684 Bytes
    Add merged LoRA DistilBERT medical triage model about 1 month ago