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desearch
/
Desearch-Embedding-4B

Sentence Similarity
sentence-transformers
Safetensors
PEFT
English
text-embeddings
retrieval
web-search
news
Model card Files Files and versions
xet
Community

Instructions to use desearch/Desearch-Embedding-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use desearch/Desearch-Embedding-4B with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("desearch/Desearch-Embedding-4B")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • PEFT

    How to use desearch/Desearch-Embedding-4B with PEFT:

    Task type is invalid.
  • Notebooks
  • Google Colab
  • Kaggle
Desearch-Embedding-4B
540 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
mirianokradze's picture
mirianokradze
Desearch Embedding 4B
e82acef verified 3 days ago
  • 1_Pooling
    Desearch Embedding 4B 3 days ago
  • .gitattributes
    1.57 kB
    Desearch Embedding 4B 3 days ago
  • README.md
    5.19 kB
    Desearch Embedding 4B 3 days ago
  • adapter_config.json
    1.19 kB
    Desearch Embedding 4B 3 days ago
  • adapter_model.safetensors
    529 MB
    xet
    Desearch Embedding 4B 3 days ago
  • chat_template.jinja
    2.43 kB
    Desearch Embedding 4B 3 days ago
  • config_sentence_transformers.json
    376 Bytes
    Desearch Embedding 4B 3 days ago
  • modules.json
    429 Bytes
    Desearch Embedding 4B 3 days ago
  • sentence_bert_config.json
    241 Bytes
    Desearch Embedding 4B 3 days ago
  • tokenizer.json
    11.4 MB
    xet
    Desearch Embedding 4B 3 days ago
  • tokenizer_config.json
    402 Bytes
    Desearch Embedding 4B 3 days ago