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sergeyzh
/
BERTA

Sentence Similarity
sentence-transformers
Safetensors
Transformers
Russian
English
bert
feature-extraction
russian
pretraining
embeddings
text-embeddings-inference
Model card Files Files and versions
xet
Community
2

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

  • Libraries
  • sentence-transformers

    How to use sergeyzh/BERTA with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sergeyzh/BERTA")
    
    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/BERTA with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("sergeyzh/BERTA")
    model = AutoModel.from_pretrained("sergeyzh/BERTA")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
BERTA
515 MB
Ctrl+K
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  • 1 contributor
History: 2 commits
sergeyzh's picture
sergeyzh
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914c8c8 verified about 1 year ago
  • 1_Pooling
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  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
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  • config.json
    878 Bytes
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  • config_sentence_transformers.json
    1.47 kB
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  • model.safetensors
    513 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
    1.39 MB
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  • tokenizer_config.json
    1.52 kB
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  • vocab.txt
    521 kB
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