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mferdian
/
sbert-finetune-aes

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:30000
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use mferdian/sbert-finetune-aes with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use mferdian/sbert-finetune-aes with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("mferdian/sbert-finetune-aes")
    
    sentences = [
        "Pasar adalah tempat bertemunya penjual dan pembeli untuk melakukan transaksi barang dan jasa.",
        "Langkah dasar pertolongan pertama pada luka ringan: cuci tangan, bersihkan luka dengan air bersih, hentikan pendarahan dengan tekanan, dan tutup dengan perban steril. Hal ini penting bagi kehidupan sehari-hari.",
        "Kolonialisme adalah penguasaan wilayah oleh negara lain untuk kepentingan ekonomi-politik; pengaruhnya sering.",
        "Jawabannya tidak sesuai atau salah pemahaman."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
sbert-finetune-aes
503 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
mferdian's picture
mferdian
Upload fine-tuned SBERT AES model
24ad73b verified 7 months ago
  • 1_Pooling
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  • eval
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  • .gitattributes
    1.62 kB
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  • README.md
    17.4 kB
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  • config.json
    613 Bytes
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  • config_sentence_transformers.json
    283 Bytes
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  • model.safetensors
    471 MB
    xet
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  • modules.json
    229 Bytes
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  • sentence_bert_config.json
    57 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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