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AlIshaq
/
SBERT-FAQ-Pesantren

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:9000
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use AlIshaq/SBERT-FAQ-Pesantren with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use AlIshaq/SBERT-FAQ-Pesantren with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("AlIshaq/SBERT-FAQ-Pesantren")
    
    sentences = [
        "Apakah pesantren menyediakan vitamin untuk santri?",
        "Apakah pesantren menyediakan vitamin untuk santri?",
        "Apakah ada larangan membawa makanan dari luar?",
        "Apakah semua jenjang memiliki jadwal kegiatan yang sama?"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
SBERT-FAQ-Pesantren
561 MB
Ctrl+K
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  • 1 contributor
History: 3 commits
AlIshaq's picture
AlIshaq
Upload config.json
5d86056 verified 12 months ago
  • .gitattributes
    1.73 kB
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  • README.md
    12.7 kB
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  • config.json
    619 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
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  • sbert_vectors.json
    17.9 MB
    xet
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  • sbert_vectors.txt
    40.6 MB
    xet
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  • sentence_bert_config.json
    53 Bytes
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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
    1.45 kB
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  • unigram.json
    14.8 MB
    xet
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