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kasraarabi
/
finetuned-caption-embedding

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:10000
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use kasraarabi/finetuned-caption-embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use kasraarabi/finetuned-caption-embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("kasraarabi/finetuned-caption-embedding")
    
    sentences = [
        "an elephant with a leaf on its back",
        "an elephant is walking through the woods",
        "a white truck with a white sign on it",
        "a bathroom with a tub and sink"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
finetuned-caption-embedding
Ctrl+K
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  • 1 contributor
History: 4 commits
kasraarabi's picture
kasraarabi
Update README.md
1f155d6 verified about 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
    13.4 kB
    Update README.md about 1 year ago
  • config.json
    620 Bytes
    Add new SentenceTransformer model over 1 year ago
  • 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
    Add new SentenceTransformer model over 1 year ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model over 1 year ago
  • tokenizer_config.json
    1.31 kB
    Add new SentenceTransformer model over 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model over 1 year ago