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sergeyzh
/
rubert-tiny-turbo

Sentence Similarity
sentence-transformers
Safetensors
Transformers
Russian
bert
feature-extraction
russian
pretraining
embeddings
tiny
mteb
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use sergeyzh/rubert-tiny-turbo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use sergeyzh/rubert-tiny-turbo with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sergeyzh/rubert-tiny-turbo")
    
    sentences = [
        "Это счастливый человек",
        "Это счастливая собака",
        "Это очень счастливый человек",
        "Сегодня солнечный день"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use sergeyzh/rubert-tiny-turbo with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("sergeyzh/rubert-tiny-turbo")
    model = AutoModel.from_pretrained("sergeyzh/rubert-tiny-turbo")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
rubert-tiny-turbo
121 MB
Ctrl+K
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  • 1 contributor
History: 9 commits
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sergeyzh
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  • tokenizer.json
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  • vocab.txt
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