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jimnoneill
/
pub-guard

Text Classification
Model2Vec
Safetensors
English
pubguard
document-classification
scientific-papers
ai-detection
toxicity-detection
pubverse
publication-screening
quality-control
Model card Files Files and versions
xet
Community

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

  • Libraries
  • Model2Vec

    How to use jimnoneill/pub-guard with Model2Vec:

    from model2vec import StaticModel
    
    model = StaticModel.from_pretrained("jimnoneill/pub-guard")
  • Notebooks
  • Google Colab
  • Kaggle
pub-guard
Ctrl+K
Ctrl+K
  • 1 contributor
History: 55 commits
jimnoneill's picture
jimnoneill
PDF features with 30%% dropout: page_count, text_density, fonts, aspect_ratio from PosterSentry
aefe8c9 verified about 2 months ago
  • models
    Retrained head_toxicity.npz — real poster data, no synthetic junk 3 months ago
  • pubguard-embedding
    Update embedding model cache 2 months ago
  • scripts
    Clean gate script — no errors module dependency 3 months ago
  • src
    Fix gate: only scientific_paper passes 3 months ago
  • .gitattributes
    1.57 kB
    Add PubGuard logo 3 months ago
  • PubGuard.png
    2.58 MB
    xet
    Add PubGuard logo 3 months ago
  • README.md
    7.57 kB
    Update README.md 3 months ago
  • config.json
    938 Bytes
    Add config.json for HuggingFace download tracking 3 months ago
  • head_ai_detect.npz

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    4.93 kB
    xet
    Update head_ai_detect.npz: 3x clean window, bioRxiv boilerplate stripping, 10K abstract search about 2 months ago
  • head_doc_type.npz
    22.2 kB
    xet
    PDF features with 30%% dropout: page_count, text_density, fonts, aspect_ratio from PosterSentry about 2 months ago
  • head_toxicity.npz

    Pickle imports

    • No problematic imports detected

    What is a pickle import?

    4.88 kB
    xet
    Update head_toxicity.npz: 3x clean window, bioRxiv boilerplate stripping, 10K abstract search about 2 months ago
  • pyproject.toml
    687 Bytes
    Upload pyproject.toml with huggingface_hub 3 months ago