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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 SparseEncoder
    
    model = SparseEncoder("naver/splade-v3")
    
    queries = ["Which planet is known as the Red Planet?"]
    documents = [
    	"Venus is often called Earth's twin because of its similar size and proximity.",
    	"Mars, known for its reddish appearance, is often referred to as the Red Planet.",
    	"Jupiter, the largest planet in our solar system, has a prominent red spot.",
    ]
    
    query_embeddings = model.encode_query(queries)
    document_embeddings = model.encode_document(documents)
    
    similarities = model.similarity(query_embeddings, document_embeddings)
    print(similarities)
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

SPLADE-Index python package: An ultra-fast search index for SPLADE sparse retrieval models

🚀 1
1
#8 opened about 1 year ago by
rasyosef

Loading `naver/splade-v3` model from transformer python library results in `ModuleNotFoundError`

2
#7 opened over 1 year ago by
sirfumi

Unable to load model in transformers pipeline

3
#4 opened almost 2 years ago by
stanleyt18

Adding `safetensors` variant of this model

#1 opened over 2 years ago by
SFconvertbot
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