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sasha-ustala
/
embedding_model_4.1

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

Instructions to use sasha-ustala/embedding_model_4.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use sasha-ustala/embedding_model_4.1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sasha-ustala/embedding_model_4.1")
    
    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

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Preview of files found in this repository
  • 1_Pooling
    Upload folder using huggingface_hub over 2 years ago
  • .gitattributes
    1.57 kB
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • README.md
    2.37 kB
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • config.json
    765 Bytes
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • config_sentence_transformers.json
    123 Bytes
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • modules.json
    349 Bytes
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • pytorch_model.bin
    2.24 GB
    xet
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • sentence_bert_config.json
    53 Bytes
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • special_tokens_map.json
    280 Bytes
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • tokenizer.json
    17.1 MB
    xet
    E5-Large Multilingual finetuned on mortgage data over 2 years ago
  • tokenizer_config.json
    1.15 kB
    E5-Large Multilingual finetuned on mortgage data over 2 years ago