How to use from the
Use from the
PEFT library
from peft import PeftModel
from transformers import AutoModelForCausalLM

base_model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-7B-Instruct-v0.3")
model = PeftModel.from_pretrained(base_model, "GLASSEYE/vector-bbp-v1")

VECTOR BBP/VDP Analyst (LoRA v1)

Authorized bug bounty (BBP), vulnerability disclosure (VDP), and contracted pentest copilot.

  • Fine-tuned only on local RTX 5070 (glasseye) β€” no cloud GPUs
  • Continued from GlassEye BBP v1 with VECTOR Analyst system prompt + auth hardening (no invented program IDs)
  • Owner: Johnny Watters / cyberviser / GLASSEYE (0AI)

Intended use

Scope parsing, in-scope methodology, CVSS/CWE report drafting, coordinated disclosure coaching.

Not for

Unauthorized testing, ransomware, phishing kits, credential theft, production data dumps.

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