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NbAiLab
/
borealis-embed-212m

Sentence Similarity
sentence-transformers
Safetensors
gemma3_text
feature-extraction
Generated from Trainer
dataset_size:3485841
loss:CachedMultipleNegativesRankingLoss
text-embeddings-inference
🇪🇺 Region: EU
Model card Files Files and versions
xet
Community

Instructions to use NbAiLab/borealis-embed-212m with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use NbAiLab/borealis-embed-212m with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("NbAiLab/borealis-embed-212m")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
borealis-embed-212m
857 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
versae's picture
versae
Prepare Borealis Embed 212M release
2ae20a7 1 day ago
  • 1_Pooling
    Prepare Borealis Embed 212M release 1 day ago
  • signing
    Prepare Borealis Embed 212M release 1 day ago
  • .gitattributes
    1.61 kB
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  • LICENSE
    9.54 kB
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  • LICENSE_FAQ.pdf
    141 kB
    xet
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  • Model_Documentation_Form.pdf
    334 kB
    xet
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  • README.md
    83.5 kB
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  • borealis.png
    778 kB
    xet
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  • config.json
    1.42 kB
    Prepare Borealis Embed 212M release 1 day ago
  • config_sentence_transformers.json
    284 Bytes
    Prepare Borealis Embed 212M release 1 day ago
  • model.safetensors
    846 MB
    xet
    Prepare Borealis Embed 212M release 1 day ago
  • modules.json
    277 Bytes
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  • sentence_bert_config.json
    241 Bytes
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  • tokenizer.json
    9.48 MB
    Prepare Borealis Embed 212M release 1 day ago
  • tokenizer_config.json
    293 Bytes
    Prepare Borealis Embed 212M release 1 day ago