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maidalun1020
/
bce-reranker-base_v1

Text Classification
sentence-transformers
PyTorch
Transformers
xlm-roberta
text-embeddings-inference
Model card Files Files and versions
xet
Community
14

Instructions to use maidalun1020/bce-reranker-base_v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use maidalun1020/bce-reranker-base_v1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("maidalun1020/bce-reranker-base_v1")
    
    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 maidalun1020/bce-reranker-base_v1 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="maidalun1020/bce-reranker-base_v1")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("maidalun1020/bce-reranker-base_v1")
    model = AutoModelForSequenceClassification.from_pretrained("maidalun1020/bce-reranker-base_v1")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
bce-reranker-base_v1
1.14 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 61 commits
maidalun1020's picture
maidalun1020
Update README.md
eb7650f verified 11 months ago
  • assets
    Upload rag_eval_multiple_domains_summary.jpg about 2 years ago
  • .gitattributes
    1.65 kB
    Upload rag_eval_multiple_domains_summary.jpg (#2) over 2 years ago
  • README.md
    36.7 kB
    Update README.md 11 months ago
  • config.json
    803 Bytes
    Upload XLMRobertaForSequenceClassification over 2 years ago
  • pytorch_model.bin
    1.11 GB
    xet
    Upload XLMRobertaForSequenceClassification over 2 years ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Upload tokenizer over 2 years ago
  • special_tokens_map.json
    964 Bytes
    Upload tokenizer over 2 years ago
  • tokenizer.json
    17.1 MB
    xet
    Upload tokenizer over 2 years ago
  • tokenizer_config.json
    1.17 kB
    Add a goddamn max length parameter to your tokenizer. (#4) over 2 years ago