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freedomfrier
/
my-128dim-model2

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

Instructions to use freedomfrier/my-128dim-model2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use freedomfrier/my-128dim-model2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("freedomfrier/my-128dim-model2")
    
    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 freedomfrier/my-128dim-model2 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("freedomfrier/my-128dim-model2")
    model = AutoModel.from_pretrained("freedomfrier/my-128dim-model2")
  • Notebooks
  • Google Colab
  • Kaggle
my-128dim-model2
Ctrl+K
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  • 1 contributor
History: 2 commits
freedomfrier's picture
freedomfrier
init
4a3bc81 over 3 years ago
  • 1_Pooling
    init over 3 years ago
  • 2_Dense
    init over 3 years ago
  • .gitattributes
    1.48 kB
    initial commit over 3 years ago
  • README.md
    3.68 kB
    init over 3 years ago
  • config.json
    730 Bytes
    init over 3 years ago
  • config_sentence_transformers.json
    122 Bytes
    init over 3 years ago
  • modules.json
    345 Bytes
    init over 3 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

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

    What is a pickle import?

    90.9 MB
    xet
    init over 3 years ago
  • sentence_bert_config.json
    53 Bytes
    init over 3 years ago
  • special_tokens_map.json
    125 Bytes
    init over 3 years ago
  • tokenizer.json
    712 kB
    init over 3 years ago
  • tokenizer_config.json
    541 Bytes
    init over 3 years ago
  • vocab.txt
    232 kB
    init over 3 years ago