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

  • Log In
  • Sign Up

sparse-encoder-testing
/
inference-free-splade-bert-tiny-nq

Feature Extraction
sentence-transformers
Safetensors
English
sparse-encoder
sparse
asymmetric
inference-free
splade
Generated from Trainer
dataset_size:99000
loss:SpladeLoss
loss:SparseMultipleNegativesRankingLoss
loss:FlopsLoss
Eval Results (legacy)
Model card Files Files and versions
xet
Community
1

Instructions to use sparse-encoder-testing/inference-free-splade-bert-tiny-nq with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use sparse-encoder-testing/inference-free-splade-bert-tiny-nq with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sparse-encoder-testing/inference-free-splade-bert-tiny-nq")
    
    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
inference-free-splade-bert-tiny-nq / query_0_SparseStaticEmbedding
1.07 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 1 commit
arthurbresnu's picture
arthurbresnu
change_idf (#1)
b482832 verified 11 months ago
  • config.json
    23 Bytes
    change_idf (#1) 11 months ago
  • model.safetensors
    122 kB
    xet
    change_idf (#1) 11 months ago
  • special_tokens_map.json
    125 Bytes
    change_idf (#1) 11 months ago
  • tokenizer.json
    711 kB
    change_idf (#1) 11 months ago
  • tokenizer_config.json
    1.27 kB
    change_idf (#1) 11 months ago
  • vocab.txt
    232 kB
    change_idf (#1) 11 months ago