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avsolatorio
/
MixEmb-base-20240107032159-best

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

Instructions to use avsolatorio/MixEmb-base-20240107032159-best with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use avsolatorio/MixEmb-base-20240107032159-best with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("avsolatorio/MixEmb-base-20240107032159-best")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
MixEmb-base-20240107032159-best / 3_MixtureEmbeddingsModel
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
avsolatorio's picture
avsolatorio
Training for 0.0 epochs, 500 steps, 2.837 loss, 2.7874564459930317e-08 learning rate.
41a1efe over 2 years ago
  • expert_00_infgrad_stella-base-en-v2
    Training for 0.0 epochs, 500 steps, 2.837 loss, 2.7874564459930317e-08 learning rate. over 2 years ago
  • expert_01_thenlper_gte-base
    Training for 0.0 epochs, 500 steps, 2.837 loss, 2.7874564459930317e-08 learning rate. over 2 years ago
  • expert_02_sentence-transformers_gtr-t5-base
    Training for 0.0 epochs, 500 steps, 2.837 loss, 2.7874564459930317e-08 learning rate. over 2 years ago
  • MixSentenceTransformer_config.json
    268 Bytes
    Training for 0.0 epochs, 500 steps, 2.837 loss, 2.7874564459930317e-08 learning rate. over 2 years ago
  • gate.bin

    Detected Pickle imports (3)

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

    What is a pickle import?

    6.02 kB
    xet
    Training for 0.0 epochs, 500 steps, 2.837 loss, 2.7874564459930317e-08 learning rate. over 2 years ago