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xprilion
/
gemma-3-4b-it-shell-risk

PEFT
Safetensors
Transformers
gemma-3
lora
sequence-classification
cybersecurity
shell-commands
linux
Model card Files Files and versions
xet
Community

Instructions to use xprilion/gemma-3-4b-it-shell-risk with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use xprilion/gemma-3-4b-it-shell-risk with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForSequenceClassification
    
    base_model = AutoModelForSequenceClassification.from_pretrained("models/gemma-3-4b-it")
    model = PeftModel.from_pretrained(base_model, "xprilion/gemma-3-4b-it-shell-risk")
  • Transformers

    How to use xprilion/gemma-3-4b-it-shell-risk with Transformers:

    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("xprilion/gemma-3-4b-it-shell-risk", dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
gemma-3-4b-it-shell-risk
165 MB
Ctrl+K
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  • 1 contributor
History: 2 commits
xprilion's picture
xprilion
Initial release: Gemma 3 4B Shell Command Risk Classifier
e8070ac verified 14 days ago
  • .gitattributes
    1.57 kB
    Initial release: Gemma 3 4B Shell Command Risk Classifier 14 days ago
  • README.md
    4.46 kB
    Initial release: Gemma 3 4B Shell Command Risk Classifier 14 days ago
  • adapter_config.json
    1.13 kB
    Initial release: Gemma 3 4B Shell Command Risk Classifier 14 days ago
  • adapter_model.safetensors
    131 MB
    xet
    Initial release: Gemma 3 4B Shell Command Risk Classifier 14 days ago
  • chat_template.jinja
    1.53 kB
    Initial release: Gemma 3 4B Shell Command Risk Classifier 14 days ago
  • tokenizer.json
    33.4 MB
    xet
    Initial release: Gemma 3 4B Shell Command Risk Classifier 14 days ago
  • tokenizer_config.json
    743 Bytes
    Initial release: Gemma 3 4B Shell Command Risk Classifier 14 days ago