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yjoonjang
/
mmBERT-en-CL

Sentence Similarity
Safetensors
sentence-transformers
PyLate
modernbert
ColBERT
feature-extraction
Generated from Trainer
dataset_size:1224652
loss:CachedContrastiveKLDiv
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use yjoonjang/mmBERT-en-CL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use yjoonjang/mmBERT-en-CL 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="yjoonjang/mmBERT-en-CL")
    
    queries_emb = model.encode(queries, is_query=True)
    docs_emb = model.encode(documents, is_query=False)
  • Notebooks
  • Google Colab
  • Kaggle
mmBERT-en-CL
1.26 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
yjoonjang's picture
yjoonjang
Add MTEB(kor, v2) nDCG@10 performance table
2d24da3 verified 3 days ago
  • 1_Dense
    Upload mmBERT English-only ColBERT checkpoint 3 days ago
  • .gitattributes
    1.57 kB
    Upload mmBERT English-only ColBERT checkpoint 3 days ago
  • README.md
    161 kB
    Add MTEB(kor, v2) nDCG@10 performance table 3 days ago
  • config.json
    1.9 kB
    Upload mmBERT English-only ColBERT checkpoint 3 days ago
  • config_sentence_transformers.json
    759 Bytes
    Upload mmBERT English-only ColBERT checkpoint 3 days ago
  • model.safetensors
    1.23 GB
    xet
    Upload mmBERT English-only ColBERT checkpoint 3 days ago
  • modules.json
    216 Bytes
    Upload mmBERT English-only ColBERT checkpoint 3 days ago
  • sentence_bert_config.json
    58 Bytes
    Upload mmBERT English-only ColBERT checkpoint 3 days ago
  • tokenizer.json
    34.4 MB
    xet
    Upload mmBERT English-only ColBERT checkpoint 3 days ago
  • tokenizer_config.json
    710 Bytes
    Upload mmBERT English-only ColBERT checkpoint 3 days ago