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naver
/
splade-v3

Feature Extraction
sentence-transformers
PyTorch
English
bert
splade
sparse-encoder
sparse
text-embeddings-inference
Model card Files Files and versions
xet
Community
8

Instructions to use naver/splade-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use naver/splade-v3 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("naver/splade-v3")
    
    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]
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle

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Preview of files found in this repository
  • 1_SpladePooling
    sentence_transformers_support (#6) about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 2 years ago
  • README.md
    3.89 kB
    sentence_transformers_support (#6) about 1 year ago
  • config.json
    682 Bytes
    add model splade-v3 over 2 years ago
  • config_sentence_transformers.json
    274 Bytes
    sentence_transformers_support (#6) about 1 year ago
  • data_args.json
    418 Bytes
    add model splade-v3 over 2 years ago
  • model_args.json
    292 Bytes
    add model splade-v3 over 2 years ago
  • modules.json
    274 Bytes
    sentence_transformers_support (#6) about 1 year ago
  • pytorch_model.bin
    438 MB
    xet
    add model splade-v3 over 2 years ago
  • sentence_bert_config.json
    57 Bytes
    sentence_transformers_support (#6) about 1 year ago
  • special_tokens_map.json
    125 Bytes
    add model splade-v3 over 2 years ago
  • tokenizer.json
    712 kB
    add model splade-v3 over 2 years ago
  • tokenizer_config.json
    366 Bytes
    add model splade-v3 over 2 years ago
  • training_args.json
    3.52 kB
    add model splade-v3 over 2 years ago
  • vocab.txt
    232 kB
    add model splade-v3 over 2 years ago