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beyoru
/
Qwen3.5-SafeProbe-2B

Text Classification
Transformers
Safetensors
English
Vietnamese
vong
feature-extraction
safety
ai-safety
guardrail
content-moderation
prompt-injection
jailbreak-detection
llm-firewall
safety-classifier
probe-based-classification
qwen3.5
lightweight
fast-inference
multilingual
custom_code
Model card Files Files and versions
xet
Community

Instructions to use beyoru/Qwen3.5-SafeProbe-2B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use beyoru/Qwen3.5-SafeProbe-2B with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="beyoru/Qwen3.5-SafeProbe-2B", trust_remote_code=True)
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("beyoru/Qwen3.5-SafeProbe-2B", trust_remote_code=True, device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle

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  • .gitattributes
    1.57 kB
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • LICENSE
    11.5 kB
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • README.md
    14.5 kB
    Update README.md about 9 hours ago
  • chat_template.jinja
    7.76 kB
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • config.json
    2.21 kB
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • configuration_vong.py
    1.01 kB
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • merges.txt
    3.35 MB
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • model.safetensors
    3.08 GB
    xet
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • modeling_vong.py
    6.17 kB
    Robust message normalisation (no-user / mid-conversation system turns); tokenizer trust_remote_code in quick start about 20 hours ago
  • tokenizer.json
    12.8 MB
    xet
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • tokenizer_config.json
    16.7 kB
    Release Qwen3.5-SafeProbe-2B 1 day ago
  • vocab.json
    6.72 MB
    Release Qwen3.5-SafeProbe-2B 1 day ago