Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

IoannisKat1
/
bge_reranker_ft

Text Ranking
sentence-transformers
Safetensors
xlm-roberta
cross-encoder
reranker
Generated from Trainer
dataset_size:6763
loss:BinaryCrossEntropyLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use IoannisKat1/bge_reranker_ft with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use IoannisKat1/bge_reranker_ft with sentence-transformers:

    from sentence_transformers import CrossEncoder
    
    model = CrossEncoder("IoannisKat1/bge_reranker_ft")
    
    query = "Which planet is known as the Red Planet?"
    passages = [
    	"Venus is often called Earth's twin because of its similar size and proximity.",
    	"Mars, known for its reddish appearance, is often referred to as the Red Planet.",
    	"Jupiter, the largest planet in our solar system, has a prominent red spot.",
    	"Saturn, famous for its rings, is sometimes mistaken for the Red Planet."
    ]
    
    scores = model.predict([(query, passage) for passage in passages])
    print(scores)
  • Notebooks
  • Google Colab
  • Kaggle
bge_reranker_ft
2.29 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
IoannisKat1's picture
IoannisKat1
Finetuned Reranker
8b19564 verified 6 months ago
  • .gitattributes
    1.57 kB
    Finetuned Reranker 7 months ago
  • README.md
    85.2 kB
    Finetuned Reranker 6 months ago
  • config.json
    879 Bytes
    Finetuned Reranker 6 months ago
  • model.safetensors
    2.27 GB
    xet
    Finetuned Reranker 6 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Finetuned Reranker 7 months ago
  • special_tokens_map.json
    964 Bytes
    Finetuned Reranker 7 months ago
  • tokenizer.json
    17.1 MB
    xet
    Finetuned Reranker 7 months ago
  • tokenizer_config.json
    1.2 kB
    Finetuned Reranker 7 months ago