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HeavensHackDev
/
HCAE-21M-v1.1-Instruct

Feature Extraction
Transformers
ONNX
Safetensors
sentence-transformers
hcae
sentence-similarity
mteb
text-embeddings
custom_code
Model card Files Files and versions
xet
Community

Instructions to use HeavensHackDev/HCAE-21M-v1.1-Instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use HeavensHackDev/HCAE-21M-v1.1-Instruct with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="HeavensHackDev/HCAE-21M-v1.1-Instruct", trust_remote_code=True)
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("HeavensHackDev/HCAE-21M-v1.1-Instruct", trust_remote_code=True, dtype="auto")
  • sentence-transformers

    How to use HeavensHackDev/HCAE-21M-v1.1-Instruct with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("HeavensHackDev/HCAE-21M-v1.1-Instruct", trust_remote_code=True)
    
    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
HCAE-21M-v1.1-Instruct
196 MB
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  • 1 contributor
History: 3 commits
HeavensHackDev's picture
HeavensHackDev
Update README.md
b496859 verified about 2 months ago
  • .gitattributes
    1.57 kB
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • LICENSE
    11.4 kB
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • README.md
    3.48 kB
    Update README.md about 2 months ago
  • config.json
    426 Bytes
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • configuration_hcae.py
    793 Bytes
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • model.onnx
    389 kB
    xet
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • model.onnx.data

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    97.5 MB
    xet
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • model.safetensors
    97.4 MB
    xet
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • modeling_hcae.py
    4.86 kB
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • tokenizer.json
    711 kB
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • tokenizer_config.json
    336 Bytes
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago
  • vocab.txt
    232 kB
    Official Release HCAE v1.1 - HCAE-21M-v1.1-Instruct about 2 months ago