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chaoliangUNSW
/
Jev-Style-0.8B-Decision-v3-MLX

Text Classification
MLX
Safetensors
jev-style
decision-model
system-one
calibration
long-context
multilingual
qwen3.5
on-device
Model card Files Files and versions
xet
Community

Instructions to use chaoliangUNSW/Jev-Style-0.8B-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-0.8B-Decision-v3-MLX with MLX:

    # Download the model from the Hub
    pip install huggingface_hub[hf_xet]
    
    huggingface-cli download --local-dir Jev-Style-0.8B-Decision-v3-MLX chaoliangUNSW/Jev-Style-0.8B-Decision-v3-MLX
  • jev-style

    How to use chaoliangUNSW/Jev-Style-0.8B-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-0.8B-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-0.8B-Decision-v3-MLX / 8bit
820 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
chaoliangUNSW's picture
chaoliangUNSW
Jev-Style-0.8B-Decision-v3 MLX: bf16/ and 8bit/ in one repo
1ac1719 verified 8 days ago
  • chat_template.jinja
    7.76 kB
    Jev-Style-0.8B-Decision-v3 MLX: bf16/ and 8bit/ in one repo 8 days ago
  • config.json
    2.2 kB
    Jev-Style-0.8B-Decision-v3 MLX: bf16/ and 8bit/ in one repo 8 days ago
  • generation_config.json
    116 Bytes
    Jev-Style-0.8B-Decision-v3 MLX: bf16/ and 8bit/ in one repo 8 days ago
  • model.safetensors
    800 MB
    xet
    Jev-Style-0.8B-Decision-v3 MLX: bf16/ and 8bit/ in one repo 8 days ago
  • model.safetensors.index.json
    60.8 kB
    Jev-Style-0.8B-Decision-v3 MLX: bf16/ and 8bit/ in one repo 8 days ago
  • tokenizer.json
    20 MB
    xet
    Jev-Style-0.8B-Decision-v3 MLX: bf16/ and 8bit/ in one repo 8 days ago
  • tokenizer_config.json
    1.16 kB
    Jev-Style-0.8B-Decision-v3 MLX: bf16/ and 8bit/ in one repo 8 days ago