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foudil
/
lens-naturalness-encoder

Sentence Similarity
sentence-transformers
Safetensors
English
deberta-v2
feature-extraction
naturalness
contrastive-learning
ordinal-regression
deberta
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use foudil/lens-naturalness-encoder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use foudil/lens-naturalness-encoder with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("foudil/lens-naturalness-encoder")
    
    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
lens-naturalness-encoder
749 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
foudil's picture
foudil
fix results issues
57cddf1 verified 3 days ago
  • 1_Pooling
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  • 2_Dense
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  • 3_Dense
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  • .gitattributes
    1.52 kB
    initial commit 3 days ago
  • README.md
    16 kB
    fix results issues 3 days ago
  • added_tokens.json
    23 Bytes
    Upload folder using huggingface_hub 3 days ago
  • config.json
    824 Bytes
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  • config_sentence_transformers.json
    277 Bytes
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  • model.safetensors
    735 MB
    xet
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  • modules.json
    573 Bytes
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  • sentence_bert_config.json
    57 Bytes
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  • special_tokens_map.json
    970 Bytes
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  • spm.model
    2.46 MB
    xet
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  • tokenizer.json
    8.65 MB
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  • tokenizer_config.json
    1.29 kB
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