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jason1234
/
Ai3_bert_embedding_model

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

Instructions to use jason1234/Ai3_bert_embedding_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use jason1234/Ai3_bert_embedding_model with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("jason1234/Ai3_bert_embedding_model")
    
    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 jason1234/Ai3_bert_embedding_model with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("jason1234/Ai3_bert_embedding_model")
    model = AutoModel.from_pretrained("jason1234/Ai3_bert_embedding_model")
  • Notebooks
  • Google Colab
  • Kaggle
Ai3_bert_embedding_model
819 MB
Ctrl+K
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  • 1 contributor
History: 3 commits
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model
a65a422 verified over 1 year ago
  • 1_Pooling
    Upload folder using huggingface_hub about 3 years ago
  • .gitattributes
    1.48 kB
    initial commit about 3 years ago
  • README.md
    3.7 kB
    Upload folder using huggingface_hub about 3 years ago
  • config.json
    899 Bytes
    Upload folder using huggingface_hub about 3 years ago
  • config_sentence_transformers.json
    121 Bytes
    Upload folder using huggingface_hub about 3 years ago
  • model.safetensors
    409 MB
    xet
    Adding `safetensors` variant of this model over 1 year ago
  • modules.json
    229 Bytes
    Upload folder using huggingface_hub about 3 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

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

    What is a pickle import?

    409 MB
    xet
    Upload folder using huggingface_hub about 3 years ago
  • sentence_bert_config.json
    53 Bytes
    Upload folder using huggingface_hub about 3 years ago
  • special_tokens_map.json
    125 Bytes
    Upload folder using huggingface_hub about 3 years ago
  • tokenizer.json
    439 kB
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  • tokenizer_config.json
    366 Bytes
    Upload folder using huggingface_hub about 3 years ago
  • vocab.txt
    110 kB
    Upload folder using huggingface_hub about 3 years ago