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prithivida
/
Splade_PP_en_v2

Feature Extraction
sentence-transformers
PyTorch
ONNX
English
bert
splade++
document-expansion
sparse representation
bag-of-words
passage-retrieval
knowledge-distillation
document encoder
sparse-encoder
sparse
splade
text-embeddings-inference
Model card Files Files and versions
xet
Community
3

Instructions to use prithivida/Splade_PP_en_v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use prithivida/Splade_PP_en_v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("prithivida/Splade_PP_en_v2")
    
    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
Splade_PP_en_v2
1.41 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 33 commits
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model
89f5edd verified about 1 year ago
  • 1_SpladePooling
    sentence_transformers_support (#2) about 1 year ago
  • onnx
    Rename splade_v2_model.onnx to onnx/model.onnx almost 2 years ago
  • .gitattributes
    1.57 kB
    Upload dost_logo.png about 1 year ago
  • ID.png
    470 kB
    updated metrics over 2 years ago
  • Metrics.png
    45.9 kB
    updated metrics over 2 years ago
  • README.md
    24 kB
    sentence_transformers_support (#2) about 1 year ago
  • config.json
    848 Bytes
    config from latest checkpoint over 2 years ago
  • config_sentence_transformers.json
    274 Bytes
    sentence_transformers_support (#2) about 1 year ago
  • dost_logo.png
    786 kB
    xet
    Upload dost_logo.png about 1 year ago
  • expansion.png
    123 kB
    Initial Commit over 2 years ago
  • generation_config.json
    90 Bytes
    Initial Commit over 2 years ago
  • model.safetensors
    438 MB
    xet
    Adding `safetensors` variant of this model about 1 year ago
  • modules.json
    274 Bytes
    sentence_transformers_support (#2) about 1 year ago
  • pytorch_model.bin
    438 MB
    xet
    Initial Commit over 2 years ago
  • sentence_bert_config.json
    57 Bytes
    sentence_transformers_support (#2) about 1 year ago
  • special_tokens_map.json
    125 Bytes
    Initial Commit over 2 years ago
  • splade_v2.png
    264 kB
    OOD metrics over 2 years ago
  • tokenizer.json
    712 kB
    Initial Commit over 2 years ago
  • tokenizer_config.json
    497 Bytes
    Initial Commit over 2 years ago
  • vocab.txt
    232 kB
    Initial Commit over 2 years ago