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ritulk
/
MPNET_finetuned_on_stsb_multi_mt_dataset

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:5749
loss:MultipleNegativesRankingLoss
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use ritulk/MPNET_finetuned_on_stsb_multi_mt_dataset with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use ritulk/MPNET_finetuned_on_stsb_multi_mt_dataset with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ritulk/MPNET_finetuned_on_stsb_multi_mt_dataset")
    
    sentences = [
        "Der Mann hat über die Internetkamera mit einem Mädchen gesprochen.",
        "Eine Gruppe älterer Menschen posiert um einen Esstisch.",
        "Ein Teenager spricht über eine Webcam mit einem Mädchen.",
        "Mindestlohngesetze schaden den am wenigsten Qualifizierten, den am wenigsten Produktiven am meisten."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
MPNET_finetuned_on_stsb_multi_mt_dataset
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
ritulk's picture
ritulk
Update README.md
48dcb64 verified about 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    19.9 kB
    Update README.md about 1 year ago
  • config.json
    551 Bytes
    Add new SentenceTransformer model about 1 year ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model about 1 year ago
  • model.safetensors
    438 MB
    xet
    Add new SentenceTransformer model about 1 year ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model about 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model about 1 year ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model about 1 year ago
  • tokenizer.json
    711 kB
    Add new SentenceTransformer model about 1 year ago
  • tokenizer_config.json
    1.61 kB
    Add new SentenceTransformer model about 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model about 1 year ago