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jonathankleiman
/
lev

Zero-Shot Classification
Transformers
Safetensors
English
qwen3_5
feature-extraction
legal
decision-model
system-one
classification
citator
case-law
custom_code
Model card Files Files and versions
xet
Community

Instructions to use jonathankleiman/lev with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use jonathankleiman/lev with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("zero-shot-classification", model="jonathankleiman/lev", trust_remote_code=True)
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoProcessor, AutoModel
    
    processor = AutoProcessor.from_pretrained("jonathankleiman/lev", trust_remote_code=True)
    model = AutoModel.from_pretrained("jonathankleiman/lev", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
lev / assets
924 kB
Ctrl+K
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  • 2 contributors
History: 2 commits
jonathankleiman's picture
jonathankleiman
Model card, figures and technical report for the 9B release
0b67d1d verified 16 days ago
  • banner.png
    51.9 kB
    Model card, figures and technical report for the 9B release 16 days ago
  • calibration_gold.png
    120 kB
    xet
    Model card, figures and technical report for the 9B release 16 days ago
  • calibration_silver.png
    121 kB
    xet
    Model card, figures and technical report for the 9B release 16 days ago
  • confusion_treatment_lev.png
    161 kB
    xet
    Model card, figures and technical report for the 9B release 16 days ago
  • headline_gold.png
    63.1 kB
    Model card, figures and technical report for the 9B release 16 days ago
  • headline_silver.png
    65.4 kB
    Model card, figures and technical report for the 9B release 16 days ago
  • latency.png
    42.4 kB
    Model card, figures and technical report for the 9B release 16 days ago
  • per_task_gold.png
    149 kB
    xet
    Model card, figures and technical report for the 9B release 16 days ago
  • per_task_silver.png
    151 kB
    xet
    Model card, figures and technical report for the 9B release 16 days ago