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codersan
/
multilingual-e5-base-Fa-v3

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
Generated from Trainer
dataset_size:166088
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use codersan/multilingual-e5-base-Fa-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use codersan/multilingual-e5-base-Fa-v3 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("codersan/multilingual-e5-base-Fa-v3")
    
    sentences = [
        "کدام یک از تجربیات بدی که در زندگی داشتید؟",
        "چگونه برای اولین بار با پورنو آشنا شدید؟",
        "آیا Urjit Patel برای فرماندار RBI مناسب است؟",
        "برخی از تجربیات خوب و بد زندگی شما چه بود؟"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
multilingual-e5-base-Fa-v3
1.13 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
codersan's picture
codersan
Add new SentenceTransformer model
1be94ad verified over 1 year ago
  • 1_Pooling
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  • .gitattributes
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  • README.md
    14.5 kB
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  • config.json
    714 Bytes
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  • config_sentence_transformers.json
    205 Bytes
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  • model.safetensors
    1.11 GB
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  • modules.json
    349 Bytes
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  • sentence_bert_config.json
    53 Bytes
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  • sentencepiece.bpe.model
    5.07 MB
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  • special_tokens_map.json
    964 Bytes
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  • tokenizer.json
    17.1 MB
    xet
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  • tokenizer_config.json
    1.18 kB
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