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ds7619tz
/
fine-tuned-stsb

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:3277
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use ds7619tz/fine-tuned-stsb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use ds7619tz/fine-tuned-stsb with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ds7619tz/fine-tuned-stsb")
    
    sentences = [
        "myanmar is the world's largest producer of illegal opium but has limited financial and technical resources for ending the drug trade.",
        "A man is playing the trumpet.",
        "myanmar is the world's largest producer of illicit opium according to the latest u.s. state department anti-narcotics report.",
        "The theme song to Cheers: We are all vessels filled with many wonders."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
fine-tuned-stsb
91.8 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
ds7619tz's picture
ds7619tz
Add new SentenceTransformer model
4dfbbb0 verified 11 months ago
  • 1_Pooling
    Add new SentenceTransformer model 11 months ago
  • .gitattributes
    1.52 kB
    initial commit 11 months ago
  • README.md
    13.5 kB
    Add new SentenceTransformer model 11 months ago
  • config.json
    617 Bytes
    Add new SentenceTransformer model 11 months ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model 11 months ago
  • model.safetensors
    90.9 MB
    xet
    Add new SentenceTransformer model 11 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model 11 months ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model 11 months ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model 11 months ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model 11 months ago
  • tokenizer_config.json
    1.46 kB
    Add new SentenceTransformer model 11 months ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model 11 months ago