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gmunkhtur
/
paraphrase-multilingual-minilm-l12-v3-mn

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:11113
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use gmunkhtur/paraphrase-multilingual-minilm-l12-v3-mn with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use gmunkhtur/paraphrase-multilingual-minilm-l12-v3-mn with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("gmunkhtur/paraphrase-multilingual-minilm-l12-v3-mn")
    
    sentences = [
        "Эр цэргийн баярыг тохиолдуулан тоглолт болно",
        "Тоглолт эрчүүдэд зориулагдсан.",
        "Бие даасан тоглолт болно.",
        "Уг тоглолтыг Атлантад төвтэй хүмүүнлэгийн байгууллагаас зохион байгуулж байгаа ажээ."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
paraphrase-multilingual-minilm-l12-v3-mn
478 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
gmunkhtur's picture
gmunkhtur
Add new SentenceTransformer model
4210ddc verified over 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    18.1 kB
    Add new SentenceTransformer model over 1 year ago
  • config.json
    701 Bytes
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  • config_sentence_transformers.json
    205 Bytes
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  • model.safetensors
    471 MB
    xet
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  • modules.json
    229 Bytes
    Add new SentenceTransformer model over 1 year ago
  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
    964 Bytes
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  • tokenizer.json
    3.89 MB
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  • tokenizer_config.json
    1.44 kB
    Add new SentenceTransformer model over 1 year ago
  • unigram.json
    3.16 MB
    Add new SentenceTransformer model over 1 year ago