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vulnbert-v8
quguanni/vulnbert-v8
vulnbert-v8 is a text classification model from quguanni. Use it when you need a label for a piece of text. The card lists the license as mit.
Vulnerability detection model for Linux kernel commits.
Access
Public
Updated Jan 22, 2026
Repo size
517 MB
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Repo makeup
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At a glance
- Task
- Text Classification
- License
- mit
- Access
- Public
- Created
- Jan 22, 2026
- Updated
- Jan 22, 2026
- SHA
- 46389848
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Datasets
Model card
From the Hugging Face model README
VulnBERT v8
Vulnerability detection model for Linux kernel commits.
Results
| Metric | Value |
|---|---|
| AUC | 0.987 |
| Recall | 91.4% |
| Precision | 88.4% |
| F1 | 0.899 |
| FPR | 5.9% |
Usage
import torch
checkpoint = torch.load("pytorch_model.pt", map_location="cpu")
model.load_state_dict(checkpoint["model_state_dict"])
Full code: github.com/quguanni/vulnbert
Training
- Dataset: pebblebed/kernel-vuln-dataset (650K commits)
- Architecture: CodeBERT + 118 handcrafted features
- Time: ~7 hours on NVIDIA GH200
License
MIT
- Task
- Text Classification
- License
- mit
- Created
- Jan 22, 2026
- Updated
- Jan 22, 2026