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LazarusNLP
/
all-indo-e5-small-v2

Sentence Similarity
sentence-transformers
Safetensors
Transformers
Indonesian
bert
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use LazarusNLP/all-indo-e5-small-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use LazarusNLP/all-indo-e5-small-v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("LazarusNLP/all-indo-e5-small-v2")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use LazarusNLP/all-indo-e5-small-v2 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("LazarusNLP/all-indo-e5-small-v2")
    model = AutoModel.from_pretrained("LazarusNLP/all-indo-e5-small-v2")
  • Notebooks
  • Google Colab
  • Kaggle
all-indo-e5-small-v2
493 MB
Ctrl+K
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  • 1 contributor
History: 3 commits
w11wo's picture
w11wo
Update README.md
62f5d78 verified over 2 years ago
  • 1_Pooling
    Add new SentenceTransformer model. over 2 years ago
  • .gitattributes
    1.57 kB
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  • README.md
    4.3 kB
    Update README.md over 2 years ago
  • config.json
    681 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • config_sentence_transformers.json
    123 Bytes
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  • model.safetensors
    471 MB
    xet
    Add new SentenceTransformer model. over 2 years ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Add new SentenceTransformer model. over 2 years ago
  • special_tokens_map.json
    965 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model. over 2 years ago
  • tokenizer_config.json
    1.17 kB
    Add new SentenceTransformer model. over 2 years ago