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chaoliangUNSW
/
Jev-Style-2B-Decision-v3-MLX

Text Classification
MLX
Safetensors
jev-style
qwen3_5
decision-model
decision-making
system-one
calibration
long-context
qwen3.5
apple-silicon
on-device
llm-routing
guardrails
Model card Files Files and versions
xet
Community

Instructions to use chaoliangUNSW/Jev-Style-2B-Decision-v3-MLX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • MLX

    How to use chaoliangUNSW/Jev-Style-2B-Decision-v3-MLX with MLX:

    # Download the model from the Hub
    pip install huggingface_hub[hf_xet]
    
    huggingface-cli download --local-dir Jev-Style-2B-Decision-v3-MLX chaoliangUNSW/Jev-Style-2B-Decision-v3-MLX
  • jev-style

    How to use chaoliangUNSW/Jev-Style-2B-Decision-v3-MLX with jev-style:

    # Apple silicon
    pip install "jev-style[mlx]"
    from jev_style import JevStyle, noul, choice
    
    js = JevStyle.from_pretrained("chaoliangUNSW/Jev-Style-2B-Decision-v3-MLX")
    out = js.decide("I was charged twice for one order.", {
        "billing": noul("This message is about billing."),
        "team": choice("Which team should handle it?", ["billing", "shipping", "tech"]),
    })
    print(out["answers"]["team"]["choice"])
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • LM Studio
  • Atomic Chat
Jev-Style-2B-Decision-v3-MLX / figures
785 kB
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  • 1 contributor
History: 1 commit
chaoliangUNSW's picture
chaoliangUNSW
Jev-Style-2B-Decision-v3: release
11ce5d7 verified 7 days ago
  • banner.data.json
    1.11 kB
    Jev-Style-2B-Decision-v3: release 7 days ago
  • banner.png
    447 kB
    xet
    Jev-Style-2B-Decision-v3: release 7 days ago
  • jevbench.data.json
    2.39 kB
    Jev-Style-2B-Decision-v3: release 7 days ago
  • jevbench.png
    168 kB
    xet
    Jev-Style-2B-Decision-v3: release 7 days ago
  • jevbench.svg
    12.3 kB
    Jev-Style-2B-Decision-v3: release 7 days ago
  • zeroshot.data.json
    1.84 kB
    Jev-Style-2B-Decision-v3: release 7 days ago
  • zeroshot.png
    138 kB
    xet
    Jev-Style-2B-Decision-v3: release 7 days ago
  • zeroshot.svg
    13.9 kB
    Jev-Style-2B-Decision-v3: release 7 days ago