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sergeyzh
/
rubert-tiny-retriever

Sentence Similarity
sentence-transformers
Safetensors
Transformers
Russian
English
bert
feature-extraction
russian
pretraining
embeddings
tiny
retrieval
mteb
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • sentence-transformers

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

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sergeyzh/rubert-tiny-retriever")
    
    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-retriever with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("sergeyzh/rubert-tiny-retriever")
    model = AutoModel.from_pretrained("sergeyzh/rubert-tiny-retriever")
  • Notebooks
  • Google Colab
  • Kaggle
rubert-tiny-retriever
120 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
sergeyzh's picture
sergeyzh
Update README.md
6dc0f7c verified 22 days ago
  • 1_Pooling
    Upload 10 files 23 days ago
  • .gitattributes
    1.52 kB
    initial commit 23 days ago
  • README.md
    2.67 kB
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  • config.json
    710 Bytes
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  • model.safetensors
    117 MB
    xet
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  • modules.json
    368 Bytes
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  • sentence_bert_config.json
    56 Bytes
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  • special_tokens_map.json
    732 Bytes
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  • tokenizer.json
    2.41 MB
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  • tokenizer_config.json
    1.52 kB
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  • vocab.txt
    1.08 MB
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