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mindpadi
/
sentence_transformer

Sentence Similarity
sentence-transformers
Safetensors
Transformers
English
bert
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • sentence-transformers

    How to use mindpadi/sentence_transformer with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("mindpadi/sentence_transformer")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use mindpadi/sentence_transformer with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("mindpadi/sentence_transformer")
    model = AutoModel.from_pretrained("mindpadi/sentence_transformer")
  • Notebooks
  • Google Colab
  • Kaggle
sentence_transformer
91.8 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
onisj's picture
onisj
Create requirements.txt
18146fd verified about 1 year ago
  • 1_Pooling
    sentence transformer files uploaded about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    10.5 kB
    sentence transformer files uploaded about 1 year ago
  • config.json
    678 Bytes
    sentence transformer files uploaded about 1 year ago
  • config_sentence_transformers.json
    164 Bytes
    sentence transformer files uploaded about 1 year ago
  • handler.py
    4.7 kB
    Create handler.py about 1 year ago
  • model.safetensors
    90.9 MB
    xet
    sentence transformer files uploaded about 1 year ago
  • modules.json
    349 Bytes
    sentence transformer files uploaded about 1 year ago
  • requirements.txt
    62 Bytes
    Create requirements.txt about 1 year ago
  • sentence_bert_config.json
    53 Bytes
    sentence transformer files uploaded about 1 year ago
  • special_tokens_map.json
    695 Bytes
    sentence transformer files uploaded about 1 year ago
  • tokenizer.json
    712 kB
    sentence transformer files uploaded about 1 year ago
  • tokenizer_config.json
    1.43 kB
    sentence transformer files uploaded about 1 year ago
  • vocab.txt
    232 kB
    sentence transformer files uploaded about 1 year ago