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slovak-nlp
/
e5-sk-small

Sentence Similarity
sentence-transformers
Safetensors
Slovak
bert
feature-extraction
dense
Generated from Trainer
dataset_size:137745
loss:CosineSimilarityLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use slovak-nlp/e5-sk-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use slovak-nlp/e5-sk-small with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("slovak-nlp/e5-sk-small")
    
    sentences = [
        "Mor a epidémia sa očividne vymkli spod kontroly .",
        "Choroba bola nekontrolovateľná a ohrozovala všetok život .",
        "Tieto vylúčenia sú určené na iné cieľové skupiny ako obchodné štvrte .",
        "Autobus National Trust Tour odchádza každý deň o 9:00 z National Trust Information Centre ."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
e5-sk-small
188 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 3 commits
andrejridzik's picture
andrejridzik
Update README.md
46b768a verified 3 months ago
  • 1_Pooling
    Upload fine-tuned model 6 months ago
  • .gitattributes
    1.52 kB
    initial commit 6 months ago
  • README.md
    15 kB
    Update README.md 3 months ago
  • config.json
    1.28 kB
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  • config_sentence_transformers.json
    426 Bytes
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  • model.safetensors
    179 MB
    xet
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  • modules.json
    229 Bytes
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  • sentence_bert_config.json
    57 Bytes
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  • sentencepiece.bpe.model
    5.07 MB
    xet
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  • special_tokens_map.json
    965 Bytes
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  • tokenizer.json
    4.16 MB
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  • tokenizer_config.json
    1.39 kB
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