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gnail
/
hamlet-distill-st

Sentence Similarity
sentence-transformers
PyTorch
Transformers
xlm-roberta
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use gnail/hamlet-distill-st with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use gnail/hamlet-distill-st with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("gnail/hamlet-distill-st")
    
    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 gnail/hamlet-distill-st with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("gnail/hamlet-distill-st")
    model = AutoModel.from_pretrained("gnail/hamlet-distill-st")
  • Notebooks
  • Google Colab
  • Kaggle
hamlet-distill-st
1.14 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
gnail's picture
gnail
Clean up
df26c5e over 2 years ago
  • 1_Pooling
    Mimic SentenceTransformer over 2 years ago
  • 2_Dense
    Remap dense layer parameter naming over 2 years ago
  • .gitattributes
    1.57 kB
    Add model over 2 years ago
  • README.md
    138 Bytes
    Mimic SentenceTransformer over 2 years ago
  • config.json
    699 Bytes
    Mimic SentenceTransformer over 2 years ago
  • config_sentence_transformers.json
    123 Bytes
    Mimic SentenceTransformer over 2 years ago
  • convert.py
    545 Bytes
    Remap dense layer parameter naming over 2 years ago
  • modules.json
    342 Bytes
    Mimic SentenceTransformer over 2 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

    • "torch._utils._rebuild_tensor_v2",
    • "torch.FloatStorage",
    • "collections.OrderedDict",
    • "torch.LongStorage"

    What is a pickle import?

    1.11 GB
    xet
    Mimic SentenceTransformer over 2 years ago
  • sentence_bert_config.json
    28 Bytes
    Mimic SentenceTransformer over 2 years ago
  • special_tokens_map.json
    280 Bytes
    Mimic SentenceTransformer over 2 years ago
  • tokenizer.json
    17.1 MB
    xet
    Mimic SentenceTransformer over 2 years ago
  • tokenizer_config.json
    418 Bytes
    Mimic SentenceTransformer over 2 years ago