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seerware
/
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
1

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

  • Libraries
  • sentence-transformers

    How to use seerware/Splade_PP_en_v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("seerware/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]
  • Notebooks
  • Google Colab
  • Kaggle
Splade_PP_en_v2
1.37 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 36 commits
chrsbats
Added fp16 quant
2514f4d 11 months ago
  • 1_SpladePooling
    sentence_transformers_support (#2) about 1 year ago
  • onnx
    Added fp16 quant 11 months ago
  • .gitattributes
    1.73 kB
    Add sentence_transformers compatible ONNX models in fp32 and int8 format 11 months ago
  • ID.png
    470 kB
    xet
    updated metrics over 2 years ago
  • Metrics.png
    45.9 kB
    xet
    updated metrics over 2 years ago
  • README.md
    24 kB
    sentence_transformers_support (#2) about 1 year ago
  • config.json
    734 Bytes
    Onnx models compatible with sentence_transformers 11 months ago
  • config_sentence_transformers.json
    274 Bytes
    Onnx models compatible with sentence_transformers 11 months ago
  • dost_logo.png
    786 kB
    xet
    Upload dost_logo.png about 1 year ago
  • expansion.png
    123 kB
    xet
    Initial Commit over 2 years ago
  • generation_config.json
    90 Bytes
    Initial Commit over 2 years 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
    695 Bytes
    Onnx models compatible with sentence_transformers 11 months ago
  • splade_v2.png
    264 kB
    xet
    OOD metrics over 2 years ago
  • tokenizer.json
    712 kB
    Initial Commit over 2 years ago
  • tokenizer_config.json
    1.46 kB
    Onnx models compatible with sentence_transformers 11 months ago
  • vocab.txt
    232 kB
    Initial Commit over 2 years ago