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adriansanz
/
sqv-v3

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
Generated from Trainer
dataset_size:828
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use adriansanz/sqv-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use adriansanz/sqv-v3 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("adriansanz/sqv-v3")
    
    sentences = [
        "Comunicació prèvia per l'execució de cales, pous i sondejos, en terreny privat, previs a l'actuació definitiva.",
        "Quin és el requisit per a l'execució de les obres en terreny privat?",
        "Quin és el propòsit del tràmit de rectificació de dades personals?",
        "Quin és el requisit per a la crema en zones de conservació?"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
sqv-v3
2.29 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
adriansanz's picture
adriansanz
Add new SentenceTransformer model.
0fb95c4 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
    31.6 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