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ritulk
/
MPNET-fine-tuned-political-clustering

Sentence Similarity
sentence-transformers
Safetensors
English
Catalan
mpnet
feature-extraction
dataset_size:1K<n<10K
loss:CoSENTLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use ritulk/MPNET-fine-tuned-political-clustering with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use ritulk/MPNET-fine-tuned-political-clustering with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ritulk/MPNET-fine-tuned-political-clustering")
    
    sentences = [
        "Dia Internacional del Nen Prematur",
        "Premiats a les comarques de Barcelona",
        "Les concordances són adjectiu / substantiu o verb / substantiu.",
        "Els Mossos en busquen un altre, que va aconseguir fugir en ser enxampats 'in fraganti'"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
MPNET-fine-tuned-political-clustering
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
ritulk's picture
ritulk
Add new SentenceTransformer model
ae9c827 verified over 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    21.9 kB
    Add new SentenceTransformer model over 1 year ago
  • config.json
    551 Bytes
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  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model over 1 year ago
  • model.safetensors
    438 MB
    xet
    Add new SentenceTransformer model over 1 year ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model over 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model over 1 year ago
  • special_tokens_map.json
    964 Bytes
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  • tokenizer.json
    711 kB
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  • tokenizer_config.json
    1.61 kB
    Add new SentenceTransformer model over 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model over 1 year ago