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cstr
/
all-MiniLM-L6-v2-hailo10h

Sentence Similarity
ONNX
sentence-transformers
English
hailo
hailo-10h
hailo10h
hef
bert
minilm
embedding
edge-ai
experimental
Model card Files Files and versions
xet
Community

Instructions to use cstr/all-MiniLM-L6-v2-hailo10h with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use cstr/all-MiniLM-L6-v2-hailo10h with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("cstr/all-MiniLM-L6-v2-hailo10h")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
all-MiniLM-L6-v2-hailo10h
54.6 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
cstr's picture
cstr
Session 5: add real SciFact retrieval benchmark (~7%, keeps 93% FP32); correct ceiling claims (QAT/per-channel tested, don't help)
031abf5 verified 2 months ago
  • recipe
    Initial experimental release: HEF + source ONNX + recipe + eval results 2 months ago
  • source
    Initial experimental release: HEF + source ONNX + recipe + eval results 2 months ago
  • .gitattributes
    1.58 kB
    Initial experimental release: HEF + source ONNX + recipe + eval results 2 months ago
  • LICENSE
    11.4 kB
    Initial experimental release: HEF + source ONNX + recipe + eval results 2 months ago
  • README.md
    14 kB
    Session 5: add real SciFact retrieval benchmark (~7%, keeps 93% FP32); correct ceiling claims (QAT/per-channel tested, don't help) 2 months ago
  • minilm-l6-ruvector.hef
    11.8 MB
    xet
    Initial experimental release: HEF + source ONNX + recipe + eval results 2 months ago