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yzdvai
/
tiny-injection-guard

Text Classification
Transformers
ONNX
Safetensors
Transformers.js
English
electra
prompt-injection
jailbreak-detection
security
Model card Files Files and versions
xet
Community

Instructions to use yzdvai/tiny-injection-guard with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use yzdvai/tiny-injection-guard with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="yzdvai/tiny-injection-guard")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("yzdvai/tiny-injection-guard")
    model = AutoModelForSequenceClassification.from_pretrained("yzdvai/tiny-injection-guard", device_map="auto")
  • Transformers.js

    How to use yzdvai/tiny-injection-guard with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('text-classification', 'yzdvai/tiny-injection-guard');
  • Notebooks
  • Google Colab
  • Kaggle
tiny-injection-guard
138 MB
Ctrl+K
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  • 1 contributor
History: 7 commits
yzdvai's picture
yzdvai
Write the model card: Apache-2.0 licence, usage, training data, full evaluation
f84892e verified 7 days ago
  • onnx
    Add int8 ONNX export that also returns attentions and hidden states (used by the architecture page) 7 days ago
  • .gitattributes
    1.52 kB
    initial commit 7 days ago
  • README.md
    7.33 kB
    Write the model card: Apache-2.0 licence, usage, training data, full evaluation 7 days ago
  • config.json
    1.09 kB
    Upload ElectraForSequenceClassification 7 days ago
  • model.safetensors
    54.2 MB
    xet
    Upload ElectraForSequenceClassification 7 days ago
  • results_summary.json
    6.84 kB
    Upload results_summary.json with huggingface_hub 7 days ago
  • tokenizer.json
    711 kB
    Upload tokenizer 7 days ago
  • tokenizer_config.json
    458 Bytes
    Upload tokenizer 7 days ago