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abkimc
/
distilroberta-base-sentence-transformer

Sentence Similarity
sentence-transformers
Safetensors
roberta
feature-extraction
dense
Generated from Trainer
dataset_size:180000
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use abkimc/distilroberta-base-sentence-transformer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use abkimc/distilroberta-base-sentence-transformer with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("abkimc/distilroberta-base-sentence-transformer")
    
    sentences = [
        "Two autopsy reports for heat related deaths that took place in July have been released.",
        "President Obama declares a major disaster in North Carolina",
        "Voters reject the leash law",
        "Two autopsy reports for heat related deaths released"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
distilroberta-base-sentence-transformer
333 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
abkimc's picture
abkimc
Add new SentenceTransformer model.
e0670a2 verified 9 months ago
  • 1_Pooling
    Add new SentenceTransformer model. 9 months ago
  • .gitattributes
    1.52 kB
    initial commit 9 months ago
  • README.md
    15.6 kB
    Add new SentenceTransformer model. 9 months ago
  • config.json
    630 Bytes
    Add new SentenceTransformer model. 9 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model. 9 months ago
  • merges.txt
    456 kB
    Add new SentenceTransformer model. 9 months ago
  • model.safetensors
    328 MB
    xet
    Add new SentenceTransformer model. 9 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. 9 months ago
  • sentence_bert_config.json
    57 Bytes
    Add new SentenceTransformer model. 9 months ago
  • special_tokens_map.json
    958 Bytes
    Add new SentenceTransformer model. 9 months ago
  • tokenizer.json
    3.56 MB
    Add new SentenceTransformer model. 9 months ago
  • tokenizer_config.json
    1.44 kB
    Add new SentenceTransformer model. 9 months ago
  • vocab.json
    798 kB
    Add new SentenceTransformer model. 9 months ago