# pentest-v2

Domain-Specific Language Model for Penetration Testing Automation

- **Kind:** model (Hugging Face)
- **Hugging Face:** https://huggingface.co/gewsefa/pentest-v2
- **Owner:** gewsefa (https://forefy.com/u/hf/gewsefa)
- **Parameters:** 8.4B
- **Context:** 40960 tokens
- **Focus:** offensive
- **Architecture:** Qwen3ForCausalLM
- **Pinned revision:** `d135be095eea177b1eaec2a5e40c658b9b23ee5a`
- **Page:** https://forefy.com/models/755098ba-82a7-5dc2-b2d3-a31167a001d0
- **API (JSON):** https://forefy.com/api/asr/models/755098ba-82a7-5dc2-b2d3-a31167a001d0

## Checks (repo at the pinned revision; not a behavior test)

- **Identity** [pass]: No lookalike name or conflicting provenance
- **Weights format** [pass]: safetensors only, nothing runs on load
- **Pickle files** [pass]: None.
- **Remote code** [pass]: None
- **Chat template** [info]: No parent template to compare
- **Refusals modified** [pass]: No
- **License** [warn]: None declared
- **Lineage** [info]: No base model declared
- **Model card** [warn]: 2 of 6, missing license, language, evaluation results, description
- **Safetensors headers** [pass]: Every byte is indexed, no hidden data

## Variants

- mixed safetensors (safetensors, 6.1 GB)

## Run it

- transformers: `AutoModelForCausalLM.from_pretrained("gewsefa/pentest-v2", revision="d135be095eea177b1eaec2a5e40c658b9b23ee5a")`