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Duplicated from  slovak-nlp/e5-sk-large

borsimnet
/
e5-sk-large

Sentence Similarity
sentence-transformers
Safetensors
Slovak
xlm-roberta
feature-extraction
dense
Generated from Trainer
dataset_size:137745
loss:CosineSimilarityLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use borsimnet/e5-sk-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use borsimnet/e5-sk-large with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("borsimnet/e5-sk-large")
    
    sentences = [
        "Mor a epidémia sa očividne vymkli spod kontroly .",
        "Choroba bola nekontrolovateľná a ohrozovala všetok život .",
        "Tieto vylúčenia sú určené na iné cieľové skupiny ako obchodné štvrte .",
        "Autobus National Trust Tour odchádza každý deň o 9:00 z National Trust Information Centre ."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
e5-sk-large / eval
1.2 kB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 1 commit
borsimnet's picture
borsimnet
Duplicate from slovak-nlp/e5-sk-large
7d86055 about 16 hours ago
  • binary_classification_evaluation_validation_nli_results.csv
    518 Bytes
    Duplicate from slovak-nlp/e5-sk-large about 16 hours ago
  • binary_classification_evaluation_validation_rte_results.csv
    499 Bytes
    Duplicate from slovak-nlp/e5-sk-large about 16 hours ago
  • similarity_evaluation_validation_sts_results.csv
    183 Bytes
    Duplicate from slovak-nlp/e5-sk-large about 16 hours ago