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junaid008
/
hindko-embeddings

Sentence Similarity
sentence-transformers
Safetensors
Northern Hindko
Southern Hindko
xlm-roberta
feature-extraction
hindko
embeddings
low-resource
urdu-script
perso-arabic
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use junaid008/hindko-embeddings with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use junaid008/hindko-embeddings with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("junaid008/hindko-embeddings")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Notebooks
  • Google Colab
  • Kaggle
hindko-embeddings / eval
182 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
junaid008's picture
junaid008
Detailed model card: 25 benchmark charts, full eval metrics and training loss
f10d35e verified about 23 hours ago
  • full_metrics.json
    126 kB
    Detailed model card: 25 benchmark charts, full eval metrics and training loss about 23 hours ago
  • results.csv
    5.76 kB
    Hindko Embeddings v1.0.0: multilingual-e5-large fine-tuned for Hindko (model, card, benchmarks) about 1 month ago
  • selection.json
    1.66 kB
    Hindko Embeddings v1.0.0: multilingual-e5-large fine-tuned for Hindko (model, card, benchmarks) about 1 month ago
  • training.json
    2.17 kB
    Detailed model card: 25 benchmark charts, full eval metrics and training loss about 23 hours ago
  • training_loss.csv
    47.2 kB
    Detailed model card: 25 benchmark charts, full eval metrics and training loss about 23 hours ago