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trbeers
/
distilbert-base-uncased-sts

Sentence Similarity
sentence-transformers
Safetensors
distilbert
feature-extraction
Generated from Trainer
dataset_size:8137
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use trbeers/distilbert-base-uncased-sts with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use trbeers/distilbert-base-uncased-sts with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("trbeers/distilbert-base-uncased-sts")
    
    sentences = [
        "Proficient in chemical or plasma cleaning methods.",
        "Skilled in circuit board assembly",
        "Created custom reports in Workday for HR metrics",
        "Developed a website using HTML and CSS"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
distilbert-base-uncased-sts
266 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
trbeers's picture
trbeers
Add new SentenceTransformer model.
ab2c179 verified almost 2 years ago
  • 1_Pooling
    Add new SentenceTransformer model. almost 2 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • README.md
    20.8 kB
    Add new SentenceTransformer model. almost 2 years ago
  • config.json
    546 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • config_sentence_transformers.json
    195 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • model.safetensors
    265 MB
    xet
    Add new SentenceTransformer model. almost 2 years ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • special_tokens_map.json
    125 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer_config.json
    1.2 kB
    Add new SentenceTransformer model. almost 2 years ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model. almost 2 years ago