Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

seanfarrell
/
icd11_ner_model_v2_large

Sentence Similarity
sentence-transformers
Safetensors
gemma3_text
feature-extraction
dense
Generated from Trainer
dataset_size:8089600
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use seanfarrell/icd11_ner_model_v2_large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use seanfarrell/icd11_ner_model_v2_large with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("seanfarrell/icd11_ner_model_v2_large")
    
    sentences = [
        "hypoxic ischaemic encephalopathy in diseases classified elsewhere",
        "other specified hypoxic-ischaemic encephalopathy",
        "monocytopenia",
        "isolated benign cerebral vasculitis"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
icd11_ner_model_v2_large
1.26 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
seanfarrell's picture
seanfarrell
Add new SentenceTransformer model
bff0d99 verified 24 days ago
  • 1_Pooling
    Add new SentenceTransformer model 24 days ago
  • 2_Dense
    Add new SentenceTransformer model 24 days ago
  • 3_Dense
    Add new SentenceTransformer model 24 days ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 24 days ago
  • README.md
    20.7 kB
    Add new SentenceTransformer model 24 days ago
  • config.json
    1.64 kB
    Add new SentenceTransformer model 24 days ago
  • config_sentence_transformers.json
    993 Bytes
    Add new SentenceTransformer model 24 days ago
  • model.safetensors
    1.21 GB
    xet
    Add new SentenceTransformer model 24 days ago
  • modules.json
    677 Bytes
    Add new SentenceTransformer model 24 days ago
  • sentence_bert_config.json
    241 Bytes
    Add new SentenceTransformer model 24 days ago
  • tokenizer.json
    33.4 MB
    xet
    Add new SentenceTransformer model 24 days ago
  • tokenizer_config.json
    865 Bytes
    Add new SentenceTransformer model 24 days ago