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strauss-oak
/
mdl_bertopic_globo

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

Instructions to use strauss-oak/mdl_bertopic_globo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use strauss-oak/mdl_bertopic_globo with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("strauss-oak/mdl_bertopic_globo")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use strauss-oak/mdl_bertopic_globo with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("strauss-oak/mdl_bertopic_globo")
    model = AutoModel.from_pretrained("strauss-oak/mdl_bertopic_globo")
  • Notebooks
  • Google Colab
  • Kaggle
mdl_bertopic_globo
1.31 GB
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  • 1 contributor
History: 5 commits
strauss-oak's picture
strauss-oak
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  • 1_Pooling
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  • .gitattributes
    1.63 kB
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  • README.md
    4.1 kB
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  • config.json
    821 Bytes
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  • config_sentence_transformers.json
    122 Bytes
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  • ctfidf.safetensors
    73.8 MB
    xet
    Add BERTopic model over 2 years ago
  • ctfidf_config.json
    103 MB
    xet
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  • model.safetensors
    1.11 GB
    xet
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  • modules.json
    229 Bytes
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  • sentence_bert_config.json
    53 Bytes
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  • sentencepiece.bpe.model
    5.07 MB
    xet
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  • special_tokens_map.json
    280 Bytes
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  • tokenizer.json
    17.1 MB
    xet
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  • tokenizer_config.json
    1.34 kB
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  • topic_embeddings.safetensors
    61.5 kB
    xet
    Add BERTopic model over 2 years ago
  • topics.json
    198 kB
    Add BERTopic model over 2 years ago