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NghiaNguyen1529
/
octen-embedding-0.6b-directml-onnx

Feature Extraction
sentence-transformers
ONNX
qwen3
directml
embedding
Model card Files Files and versions
xet
Community

Instructions to use NghiaNguyen1529/octen-embedding-0.6b-directml-onnx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use NghiaNguyen1529/octen-embedding-0.6b-directml-onnx with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("NghiaNguyen1529/octen-embedding-0.6b-directml-onnx")
    
    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
octen-embedding-0.6b-directml-onnx
1.21 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
NghiaNguyen1529's picture
NghiaNguyen1529
Add fix_octen_dml.py reproduction script
c449029 verified 11 days ago
  • .gitattributes
    1.63 kB
    Patched Octen-Embedding-0.6B ONNX for DirectML compatibility (val_41 Reshape fix) 11 days ago
  • README.md
    1.46 kB
    Add README with usage and quality info 11 days ago
  • config.json
    1.35 kB
    Patched Octen-Embedding-0.6B ONNX for DirectML compatibility (val_41 Reshape fix) 11 days ago
  • fix_octen_dml.py
    6.44 kB
    Add fix_octen_dml.py reproduction script 11 days ago
  • model.fp16.onnx
    3.97 MB
    xet
    Patched Octen-Embedding-0.6B ONNX for DirectML compatibility (val_41 Reshape fix) 11 days ago
  • model.fp16.onnx.data

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    1.19 GB
    xet
    Patched Octen-Embedding-0.6B ONNX for DirectML compatibility (val_41 Reshape fix) 11 days ago
  • tokenizer.json
    11.4 MB
    xet
    Patched Octen-Embedding-0.6B ONNX for DirectML compatibility (val_41 Reshape fix) 11 days ago