Text Generation
PEFT
Safetensors
English
veris
cybersecurity
incident-classification
lora
qlora
qwen2
conversational
Instructions to use vibesecurityguy/veris-classifier-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use vibesecurityguy/veris-classifier-v1 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-7B-Instruct") model = PeftModel.from_pretrained(base_model, "vibesecurityguy/veris-classifier-v1") - Notebooks
- Google Colab
- Kaggle
Upload README.md with huggingface_hub
Browse files
README.md
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@@ -23,6 +23,8 @@ A fine-tuned [Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instru
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Given a plain-English incident description, the model outputs structured JSON with the correct VERIS categories for **action**, **actor**, **asset**, and **attribute**.
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## Example
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**Input:**
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- **Not a replacement for human analysis**: Output should be reviewed by a security analyst
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- **English only**: Trained on English-language incident descriptions
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## Model Card Authors
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Peter Shamoon ([@vibesecurityguy](https://huggingface.co/vibesecurityguy))
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Given a plain-English incident description, the model outputs structured JSON with the correct VERIS categories for **action**, **actor**, **asset**, and **attribute**.
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**[Try the live demo](https://huggingface.co/spaces/vibesecurityguy/veris-classifier)** — no API key required, runs on ZeroGPU.
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## Example
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**Input:**
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- **Not a replacement for human analysis**: Output should be reviewed by a security analyst
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- **English only**: Trained on English-language incident descriptions
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## Links
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- **Live Demo:** [huggingface.co/spaces/vibesecurityguy/veris-classifier](https://huggingface.co/spaces/vibesecurityguy/veris-classifier)
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- **Training Data:** [huggingface.co/datasets/vibesecurityguy/veris-classifier-training](https://huggingface.co/datasets/vibesecurityguy/veris-classifier-training)
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- **Source Code:** [github.com/pshamoon/veris-classifier](https://github.com/pshamoon/veris-classifier)
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- **VERIS Framework:** [verisframework.org](https://verisframework.org/)
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## Model Card Authors
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Peter Shamoon ([@vibesecurityguy](https://huggingface.co/vibesecurityguy))
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