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ctrltokyo
/
Reason-Code-ModernColBERT

Sentence Similarity
Safetensors
sentence-transformers
English
code
PyLate
modernbert
ColBERT
code-search
code-retrieval
late-interaction
reasoning
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • sentence-transformers

    How to use ctrltokyo/Reason-Code-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="ctrltokyo/Reason-Code-ModernColBERT")
    
    queries_emb = model.encode(queries, is_query=True)
    docs_emb = model.encode(documents, is_query=False)
  • Notebooks
  • Google Colab
  • Kaggle
Reason-Code-ModernColBERT
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  • 1 contributor
History: 6 commits
ctrltokyo's picture
ctrltokyo
First reasoning-enhanced ColBERT for code search
2e8b74a verified about 2 months ago
  • 1_Dense
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago
  • .gitattributes
    1.52 kB
    initial commit about 2 months ago
  • README.md
    5 kB
    First reasoning-enhanced ColBERT for code search about 2 months ago
  • config.json
    1.31 kB
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago
  • config_sentence_transformers.json
    428 Bytes
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago
  • model.safetensors
    596 MB
    xet
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago
  • modules.json
    216 Bytes
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago
  • sentence_bert_config.json
    53 Bytes
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago
  • special_tokens_map.json
    581 Bytes
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago
  • tokenizer.json
    3.58 MB
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago
  • tokenizer_config.json
    21.4 kB
    Upload Reason-Code-ModernColBERT (first ColBERT for code search) about 2 months ago