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adriansanz
/
sqv-5ep

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
Generated from Trainer
dataset_size:5750
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use adriansanz/sqv-5ep with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use adriansanz/sqv-5ep with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("adriansanz/sqv-5ep")
    
    sentences = [
        "El seu objecte és que -prèviament a la seva execució material- l'Ajuntament comprovi l'adequació de l'actuació a la normativa i planejament, així com a les ordenances municipals.",
        "Quin és el paper de la normativa en la llicència de tala de masses arbòries?",
        "Com puc actualitzar les meves dades de naixement al Padró?",
        "Quin és el paper de la persona tècnica competent en la llicència per a la primera utilització i ocupació parcial de l'edifici?"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
sqv-5ep
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
adriansanz's picture
adriansanz
Add new SentenceTransformer model.
405e16a verified over 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model. over 1 year ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model. over 1 year ago
  • README.md
    33 kB
    Add new SentenceTransformer model. over 1 year ago
  • config.json
    698 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • config_sentence_transformers.json
    201 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • model.safetensors
    2.27 GB
    xet
    Add new SentenceTransformer model. over 1 year ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • sentence_bert_config.json
    54 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Add new SentenceTransformer model. over 1 year ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model. over 1 year ago
  • tokenizer_config.json
    1.17 kB
    Add new SentenceTransformer model. over 1 year ago