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CharlesPing
/
finetuned-cross-encoder-l6-v2

Text Ranking
sentence-transformers
Safetensors
bert
cross-encoder
Generated from Trainer
dataset_size:22258
loss:FitMixinLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use CharlesPing/finetuned-cross-encoder-l6-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use CharlesPing/finetuned-cross-encoder-l6-v2 with sentence-transformers:

    from sentence_transformers import CrossEncoder
    
    model = CrossEncoder("CharlesPing/finetuned-cross-encoder-l6-v2")
    
    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
finetuned-cross-encoder-l6-v2
91.8 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
CharlesPing's picture
CharlesPing
Add new CrossEncoder model
61dcad6 verified about 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    16.4 kB
    Add new CrossEncoder model about 1 year ago
  • config.json
    829 Bytes
    Add new CrossEncoder model about 1 year ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model about 1 year ago
  • model.safetensors
    90.9 MB
    xet
    Add new CrossEncoder model about 1 year ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model about 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model about 1 year ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model about 1 year ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model about 1 year ago
  • tokenizer_config.json
    1.46 kB
    Add new SentenceTransformer model about 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model about 1 year ago