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MANMEET75
/
pubmedbert-base-embedding-Chatbot-Matryoshk

Sentence Similarity
sentence-transformers
Safetensors
English
bert
feature-extraction
Generated from Trainer
dataset_size:530
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use MANMEET75/pubmedbert-base-embedding-Chatbot-Matryoshk with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use MANMEET75/pubmedbert-base-embedding-Chatbot-Matryoshk with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("MANMEET75/pubmedbert-base-embedding-Chatbot-Matryoshk")
    
    sentences = [
        "If you receive a BharatPe speaker that you didn't order, please contact BharatPe support immediately. They will assist in resolving the issue and advise on the next steps.",
        "Can I control multiple BharatPe speakers from one app?",
        "What to do if the BharatPe speaker's transaction announcements are intermittently silent?",
        "What should I do if I receive a BharatPe speaker without ordering it?"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
pubmedbert-base-embedding-Chatbot-Matryoshk
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
MANMEET75's picture
MANMEET75
Add new SentenceTransformer model.
a8c6ab8 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
    29.4 kB
    Add new SentenceTransformer model. almost 2 years ago
  • config.json
    638 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • config_sentence_transformers.json
    201 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • model.safetensors
    438 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
    695 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer.json
    706 kB
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer_config.json
    1.46 kB
    Add new SentenceTransformer model. almost 2 years ago
  • vocab.txt
    226 kB
    Add new SentenceTransformer model. almost 2 years ago