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dnth
/
cxs-eval-modernbert-base-classifier

Text Classification
sentence-transformers
Safetensors
modernbert
cross-encoder
Generated from Trainer
dataset_size:1129
loss:CrossEntropyLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use dnth/cxs-eval-modernbert-base-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use dnth/cxs-eval-modernbert-base-classifier with sentence-transformers:

    from sentence_transformers import CrossEncoder
    
    model = CrossEncoder("dnth/cxs-eval-modernbert-base-classifier")
    
    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
cxs-eval-modernbert-base-classifier
602 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
dnth's picture
dnth
Add new CrossEncoder model
994d60a verified 11 months ago
  • .gitattributes
    1.52 kB
    initial commit 11 months ago
  • README.md
    44 kB
    Add new CrossEncoder model 11 months ago
  • config.json
    1.35 kB
    Add new CrossEncoder model 11 months ago
  • model.safetensors
    598 MB
    xet
    Add new CrossEncoder model 11 months ago
  • special_tokens_map.json
    694 Bytes
    Add new CrossEncoder model 11 months ago
  • tokenizer.json
    3.58 MB
    Add new CrossEncoder model 11 months ago
  • tokenizer_config.json
    20.8 kB
    Add new CrossEncoder model 11 months ago