Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing

  • Log In
  • Sign Up

naver
/
efficient-splade-V-large-query

Feature Extraction
sentence-transformers
PyTorch
Safetensors
English
distilbert
splade
query-expansion
document-expansion
bag-of-words
passage-retrieval
knowledge-distillation
document encoder
sparse-encoder
sparse
asymmetric
text-embeddings-inference
Model card Files Files and versions
xet
Community
2

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

  • Libraries
  • sentence-transformers

    How to use naver/efficient-splade-V-large-query with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("naver/efficient-splade-V-large-query")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
efficient-splade-V-large-query
538 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 6 commits
arthurbresnu's picture
arthurbresnu
Add support for Sentence Transformer
1b2cdd0 11 months ago
  • document_0_MLMTransformer
    Add support for Sentence Transformer 11 months ago
  • document_1_SpladePooling
    Add support for Sentence Transformer 11 months ago
  • query_1_SpladePooling
    Add support for Sentence Transformer 11 months ago
  • .gitattributes
    1.3 kB
    Add support for Sentence Transformer 11 months ago
  • README.md
    6.04 kB
    Add support for Sentence Transformer 11 months ago
  • config.json
    620 Bytes
    Add model almost 4 years ago
  • config_sentence_transformers.json
    274 Bytes
    Add support for Sentence Transformer 11 months ago
  • modules.json
    108 Bytes
    Add support for Sentence Transformer 11 months ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "torch._utils._rebuild_tensor_v2",
    • "collections.OrderedDict",
    • "torch.FloatStorage"

    What is a pickle import?

    268 MB
    xet
    Add model almost 4 years ago
  • router_config.json
    758 Bytes
    Add support for Sentence Transformer 11 months ago
  • sentence_bert_config.json
    57 Bytes
    Add support for Sentence Transformer 11 months ago
  • special_tokens_map.json
    112 Bytes
    Add model almost 4 years ago
  • tokenizer.json
    466 kB
    Add model almost 4 years ago
  • tokenizer_config.json
    449 Bytes
    Add model almost 4 years ago
  • vocab.txt
    232 kB
    Add model almost 4 years ago