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SayedShaun
/
bangla-retriever

Sentence Similarity
sentence-transformers
Safetensors
Bengali
electra
retriever
bangla
bengali
retrieval
bert
Model card Files Files and versions
xet
Community

Instructions to use SayedShaun/bangla-retriever with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use SayedShaun/bangla-retriever with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("SayedShaun/bangla-retriever")
    
    sentences = [
        "সে একজন সুখী ব্যক্তি",
        "সে হ্যাপি কুকুর",
        "সে খুব সুখী মানুষ",
        "আজ একটি রৌদ্রোজ্জ্বল দিন"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
bangla-retriever
441 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
SayedShaun's picture
SayedShaun
Upload step-55000 checkpoint (val acc 0.9122)
66679b6 verified about 2 months ago
  • 1_Pooling
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • .gitattributes
    1.52 kB
    initial commit about 2 months ago
  • README.md
    4.38 kB
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • config.json
    819 Bytes
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • config_sentence_transformers.json
    159 Bytes
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • model.py
    5.16 kB
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • model.safetensors
    440 MB
    xet
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • modules.json
    229 Bytes
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • sentence_bert_config.json
    53 Bytes
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • tokenizer.json
    1.03 MB
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago
  • tokenizer_config.json
    480 Bytes
    Upload step-55000 checkpoint (val acc 0.9122) about 2 months ago