Feature Extraction
sentence-transformers
Safetensors
English
modernvbert
sparse-retrieval
splade
visual-document-retrieval
multimodal
information-retrieval
inference-free
sparse-encoder
custom_code
Instructions to use naver/v-splade-quality with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use naver/v-splade-quality with sentence-transformers:
from sentence_transformers import SparseEncoder model = SparseEncoder("naver/v-splade-quality", trust_remote_code=True) 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) - Notebooks
- Google Colab
- Kaggle
Commit History
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README: dedupe Try-it-live note from PR merge; add sparse-encoder tag for the SparseEncoder widget snippet
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Integrate with Sentence Transformers (#2)
- Integrate with Sentence Transformers (3a9ea2708fe7ef5196ec7eac9c2f27cecb4da32c) - Rewrite the README very slightly (88f097a6e3bfe673c76ccf27c0b048044452afc7) - README: add Demo link to header + fold Space demo credit into the variant note (single blockquote) (15d683fb4a561e0a23834c5be17b80aa24d230ac) - README: library_name -> sentence-transformers; human-readable tokens in decode snippet (de5b7fa9c9b701d5843ec8332cea5ec657ddccb7)4598caf -
Model card: link the interactive HF Space demo (contributed by Apolinario / HF open-source team)
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Make LICENSE reference a clickable link
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Add Apache-2.0 LICENSE (matches github.com/naver/v-splade)
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V-SPLADE initial release
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