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AronowLab
/
bond-embed-v1-fp16

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:1441905
loss:CachedMultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use AronowLab/bond-embed-v1-fp16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use AronowLab/bond-embed-v1-fp16 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("AronowLab/bond-embed-v1-fp16")
    
    sentences = [
        "Treponema caused disease or disorder",
        "bejel",
        "tumor of ureter",
        "debrisoquine, ultrarapid metabolism of"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
bond-embed-v1-fp16
84.1 MB
Ctrl+K
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  • 1 contributor
History: 8 commits
pankajrajdeo's picture
pankajrajdeo
Delete BOND_text.zip
da098d9 verified 9 months ago
  • 1_Pooling
    Add FP16 version of the model 9 months ago
  • .gitattributes
    1.52 kB
    initial commit 9 months ago
  • README.md
    19.6 kB
    Update README.md 9 months ago
  • config.json
    583 Bytes
    Add FP16 version of the model 9 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add FP16 version of the model 9 months ago
  • model.safetensors
    83.1 MB
    xet
    Add FP16 version of the model 9 months ago
  • modules.json
    229 Bytes
    Add FP16 version of the model 9 months ago
  • sentence_bert_config.json
    58 Bytes
    Add FP16 version of the model 9 months ago
  • special_tokens_map.json
    695 Bytes
    Add FP16 version of the model 9 months ago
  • tokenizer.json
    764 kB
    Add FP16 version of the model 9 months ago
  • tokenizer_config.json
    1.47 kB
    Add FP16 version of the model 9 months ago
  • vocab.txt
    248 kB
    Add FP16 version of the model 9 months ago