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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]
    
    hf download chaoliangUNSW/Jev-Style-2B-Decision-v3-MLX --local-dir 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
5.81 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
chaoliangUNSW's picture
chaoliangUNSW
Card: jev-style 0.3.0 quick start (pip install + from_pretrained)
b86e4cb verified 10 days ago
  • 8bit
    Jev-Style-2B-Decision-v3: release 10 days ago
  • bf16
    Jev-Style-2B-Decision-v3: release 10 days ago
  • figures
    Jev-Style-2B-Decision-v3: release 10 days ago
  • validation
    Jev-Style-2B-Decision-v3: release 10 days ago
  • .gitattributes
    1.8 kB
    Jev-Style-2B-Decision-v3: release 10 days ago
  • LICENSE
    11.5 kB
    Jev-Style-2B-Decision-v3: release 10 days ago
  • NOTICE
    2.66 kB
    Jev-Style-2B-Decision-v3: release 10 days ago
  • README.md
    14.2 kB
    Card: jev-style 0.3.0 quick start (pip install + from_pretrained) 10 days ago
  • THIRD_PARTY_NOTICES.md
    2.15 kB
    Jev-Style-2B-Decision-v3: release 10 days ago
  • config.json
    2 kB
    Jev-Style-2B-Decision-v3: release 10 days ago
  • jev_style_decision_mlx.py
    54 kB
    Jev-Style-2B-Decision-v3: release 10 days ago
  • manifest.json
    7.28 kB
    Card: jev-style 0.3.0 quick start (pip install + from_pretrained) 10 days ago
  • readout_config.json
    2.03 kB
    Jev-Style-2B-Decision-v3: release 10 days ago
  • release_config.json
    17.8 kB
    Jev-Style-2B-Decision-v3: release 10 days ago
  • requirements.txt
    479 Bytes
    Jev-Style-2B-Decision-v3: release 10 days ago