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lightonai
/
Reason-ModernColBERT

Sentence Similarity
Safetensors
sentence-transformers
English
PyLate
modernbert
ColBERT
feature-extraction
Generated from Trainer
dataset_size:100521
loss:CachedContrastive
Eval Results
text-embeddings-inference
Model card Files Files and versions
xet
Community
4

Instructions to use lightonai/Reason-ModernColBERT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use lightonai/Reason-ModernColBERT with sentence-transformers:

    from pylate import models
    
    queries = [
        "Which planet is known as the Red Planet?",
        "What is the largest planet in our solar system?",
    ]
    
    documents = [
        ["Mars is the Red Planet.", "Venus is Earth's twin."],
        ["Jupiter is the largest planet.", "Saturn has rings."],
    ]
    
    model = models.ColBERT(model_name_or_path="lightonai/Reason-ModernColBERT")
    
    queries_emb = model.encode(queries, is_query=True)
    docs_emb = model.encode(documents, is_query=False)
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
Reason-ModernColBERT / 1_Dense
393 kB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 1 commit
NohTow's picture
NohTow
Add new SentenceTransformer model
d98da6a verified 12 months ago
  • config.json
    115 Bytes
    Add new SentenceTransformer model 12 months ago
  • model.safetensors
    393 kB
    xet
    Add new SentenceTransformer model 12 months ago