Instructions to use macmacmacmac/Sev-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use macmacmacmac/Sev-4B with PEFT:
from peft import PeftModel from transformers import AutoModel base_model = AutoModel.from_pretrained("Qwen/Qwen3.5-4B-Base") model = PeftModel.from_pretrained(base_model, "macmacmacmac/Sev-4B") - Notebooks
- Google Colab
- Kaggle
Commit History
24 days ago
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Sev-4B v0.3.1: policy false alerts 5/140, under the 5 percent ceiling
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28 days ago
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Publish Sev-4B v0.3.0 response-policy research checkpoint
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29 days ago
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Publish Sev-4B v0.2.0 SwarmTraces security-evidence research checkpoint
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Publish Sev-4B v0.1.0 research baseline and evidence
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initial commit
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