Instructions to use SkillScreen/SkillScreen-2B-MSD with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use SkillScreen/SkillScreen-2B-MSD with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="SkillScreen/SkillScreen-2B-MSD")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForSequenceClassification processor = AutoProcessor.from_pretrained("SkillScreen/SkillScreen-2B-MSD") model = AutoModelForSequenceClassification.from_pretrained("SkillScreen/SkillScreen-2B-MSD", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download CITATION.cff from SkillScreen/SkillScreen-2B-MSD: direct link, hf CLI and curl.
- Browser
- Download file 995 Bytes
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https://huggingface.co/SkillScreen/SkillScreen-2B-MSD/resolve/main/CITATION.cff
- Command line
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hf download hf://SkillScreen/SkillScreen-2B-MSD/CITATION.cff
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curl -L -o CITATION.cff https://huggingface.co/SkillScreen/SkillScreen-2B-MSD/resolve/main/CITATION.cff
995 Bytes
| cff-version: 1.2.0 | |
| message: "If you use this work in research, please cite the paper in preferred-citation." | |
| type: software | |
| title: "SkillScreen" | |
| authors: | |
| - family-names: Huang | |
| given-names: Jerrold | |
| - family-names: Quan | |
| given-names: Junwei | |
| - family-names: Lyu | |
| given-names: Saiyue | |
| - family-names: Guo | |
| given-names: Zihan | |
| - family-names: Ge | |
| given-names: Yingqiang | |
| url: "https://huggingface.co/SkillScreen/SkillScreen-2B-MSD" | |
| license: Apache-2.0 | |
| preferred-citation: | |
| type: article | |
| license: CC-BY-4.0 | |
| title: "SkillScreen: High-Recall Screening of Malicious Agent Skills with Decision Models" | |
| authors: | |
| - family-names: Huang | |
| given-names: Jerrold | |
| - family-names: Quan | |
| given-names: Junwei | |
| - family-names: Lyu | |
| given-names: Saiyue | |
| - family-names: Guo | |
| given-names: Zihan | |
| - family-names: Ge | |
| given-names: Yingqiang | |
| journal: "arXiv" | |
| year: 2026 | |
| doi: "10.48550/arXiv.2610.17727" | |
| url: "https://arxiv.org/abs/2610.17727" | |