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nanalysenko
/
panacea_v2.1

Sentence Similarity
sentence-transformers
Safetensors
roberta
feature-extraction
Generated from Trainer
dataset_size:6500
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use nanalysenko/panacea_v2.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use nanalysenko/panacea_v2.1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("nanalysenko/panacea_v2.1")
    
    sentences = [
        "Цитологическое исследование пунктата кожи",
        "Цитологическая диагностика поражения кожи, исследование соскобов и отпечатков эрозий, ран, свищей",
        "Панель аллергенов деревьев № 2 IgE (клен ясенелистный, тополь, вяз, дуб, пекан),",
        "Панель аллергенов деревьев № 1 IgE (клен ясенелистный, береза, вяз, дуб, грецкий орех),"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
panacea_v2.1
1.43 GB
Ctrl+K
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  • 1 contributor
History: 2 commits
nanalysenko's picture
nanalysenko
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76bb89f verified almost 2 years ago
  • 1_Pooling
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  • .gitattributes
    1.52 kB
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  • README.md
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  • config.json
    716 Bytes
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  • config_sentence_transformers.json
    201 Bytes
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  • merges.txt
    1.37 MB
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  • model.safetensors
    1.42 GB
    xet
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  • modules.json
    229 Bytes
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  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
    958 Bytes
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  • tokenizer.json
    3.93 MB
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  • tokenizer_config.json
    1.24 kB
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  • vocab.json
    1.71 MB
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