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weemed
/
IlhaEmbed

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Chinese
English
modernbert
embeddings
medical
clinical-nlp
healthcare
biomedical
fhir
traditional-chinese
taiwan
rag
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • sentence-transformers

    How to use weemed/IlhaEmbed with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("weemed/IlhaEmbed")
    
    sentences = [
        "帶狀皰疹",
        "皮蛇",
        "高血壓用藥",
        "114年成健"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
IlhaEmbed
345 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 59 commits
gloomcheng's picture
gloomcheng
docs: update README with TAIDE 3-epoch distillation benchmark & honest failure case breakdown
1668c2f verified 6 days ago
  • assets
    feat(brand): add 17th C. Ilha Formosa horizontal nautical line-art logo asset 14 days ago
  • .gitattributes
    1.57 kB
    feat: upload IlhaEmbed v2 model weights and tokenizer (NAER 13-set retrained) about 2 months ago
  • README.md
    25.2 kB
    docs: update README with TAIDE 3-epoch distillation benchmark & honest failure case breakdown 6 days ago
  • config.json
    1.83 kB
    release: update IlhaEmbed with TAIDE-LX-7B 3-epoch knowledge distillation & INT8 ONNX (36.78MB) 6 days ago
  • model.onnx
    153 MB
    xet
    release: update IlhaEmbed with TAIDE-LX-7B 3-epoch knowledge distillation & INT8 ONNX (36.78MB) 6 days ago
  • model.safetensors
    152 MB
    xet
    release: update IlhaEmbed with TAIDE-LX-7B 3-epoch knowledge distillation & INT8 ONNX (36.78MB) 6 days ago
  • model_int8.onnx
    38.6 MB
    xet
    release: update IlhaEmbed with TAIDE-LX-7B 3-epoch knowledge distillation & INT8 ONNX (36.78MB) 6 days ago
  • special_tokens_map.json
    870 Bytes
    Release corrected source-isolated IlhaEmbed v2 about 2 months ago
  • tokenizer.json
    1.31 MB
    xet
    release: update IlhaEmbed v3.1 Omni weights, INT8 ONNX (36.8MB) & benchmark evidence 8 days ago
  • tokenizer_config.json
    636 Bytes
    Release IlhaEmbed-97M Edge: 100% (44/44) FHIR prototype routing & INT8 ONNX 14 days ago