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yosefw
/
colbert-bert-tiny

Sentence Similarity
TensorBoard
Safetensors
sentence-transformers
PyLate
bert
ColBERT
feature-extraction
Generated from Trainer
dataset_size:983844
loss:Contrastive
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use yosefw/colbert-bert-tiny with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use yosefw/colbert-bert-tiny 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="yosefw/colbert-bert-tiny")
    
    queries_emb = model.encode(queries, is_query=True)
    docs_emb = model.encode(documents, is_query=False)
  • Notebooks
  • Google Colab
  • Kaggle
colbert-bert-tiny / eval
266 Bytes
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  • 1 contributor
History: 8 commits
yosefw's picture
yosefw
Training in progress, epoch 8
7267580 verified 9 months ago
  • triplet_evaluation_results.csv
    266 Bytes
    Training in progress, epoch 8 9 months ago