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richie-ghost
/
sbert_ft_cross-encoder-nli-deberta-v3-large

Sentence Similarity
sentence-transformers
Safetensors
deberta-v2
feature-extraction
Generated from Trainer
dataset_size:40338
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use richie-ghost/sbert_ft_cross-encoder-nli-deberta-v3-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use richie-ghost/sbert_ft_cross-encoder-nli-deberta-v3-large with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("richie-ghost/sbert_ft_cross-encoder-nli-deberta-v3-large")
    
    sentences = [
        "\"Rumpelstilsken, I command the sun to set!\"  He seemed to sense a hesitation in his mind, and then the impression of jeweled gears turning.",
        "A football game is playing.",
        "He sensed hesitation when commanding Rumpelstiltskin.",
        "I ran and he saw me immediately."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
sbert_ft_cross-encoder-nli-deberta-v3-large
1.75 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
richie-ghost's picture
richie-ghost
Add new SentenceTransformer model
c59b096 verified over 1 year ago
  • 1_Pooling
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  • .gitattributes
    1.52 kB
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  • README.md
    18.5 kB
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  • added_tokens.json
    23 Bytes
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  • config.json
    1.08 kB
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  • config_sentence_transformers.json
    201 Bytes
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  • model.safetensors
    1.74 GB
    xet
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  • modules.json
    229 Bytes
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  • sentence_bert_config.json
    53 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
    1.45 kB
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