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quarkss
/
indobert-base-stsb

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:5749
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use quarkss/indobert-base-stsb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use quarkss/indobert-base-stsb with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("quarkss/indobert-base-stsb")
    
    sentences = [
        "Dua ekor anjing berenang di kolam renang.",
        "Anjing-anjing sedang berenang di kolam renang.",
        "Seekor binatang sedang berjalan di atas tanah.",
        "Seorang pria sedang menyeka pinggiran mangkuk."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
indobert-base-stsb
499 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
quarkss's picture
quarkss
Update README.md
a493809 verified almost 2 years ago
  • 1_Pooling
    Add new SentenceTransformer model. almost 2 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • README.md
    17.3 kB
    Update README.md almost 2 years ago
  • config.json
    1.15 kB
    Add new SentenceTransformer model. almost 2 years ago
  • config_sentence_transformers.json
    210 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • model.safetensors
    498 MB
    xet
    Add new SentenceTransformer model. almost 2 years ago
  • modules.json
    242 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • sentence_bert_config.json
    56 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • special_tokens_map.json
    732 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer.json
    709 kB
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer_config.json
    1.49 kB
    Add new SentenceTransformer model. almost 2 years ago
  • vocab.txt
    229 kB
    Add new SentenceTransformer model. almost 2 years ago