Authorized bug bounty (BBP), vulnerability disclosure (VDP), and contracted pentest copilot.
Model Card
By 0ai, published under apache-2.0, revision 1b5b0114e2b7.
Authorized bug bounty (BBP), vulnerability disclosure (VDP), and contracted pentest copilot. - Fine-tuned only on local RTX 5070 (glasseye) — no cloud GPUs - Continued from GlassEye BBP v1 with VECTOR Analyst system prompt + auth hardening (no invented program IDs) Scope parsing, in-scope methodology, CVSS/CWE report drafting, coordinated disclosure coaching. Unauthorized testing, ransomware, phishing kits, credential theft, production data dumps.
Read 0ai's full model card
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) — 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.
Identity and Version
- Repository
- cyberviser/vector-bbp-v1
- Publisher
- 0ai
- Task
- Not stated by the source
- Modality
- Other
- Library
- peft
- Parameters
- Not stated by the source
- Languages
- bug-bounty, bbp, vdp
- Revision
- 1b5b0114e2b70d5b861e0057f6decf395170ccb3
- First published
- 2026-09-18
- Last updated
- 2026-09-18
Files and Weights
7 files, 87.6 MB in total. The weights are 1 file totalling 83.9 MB in safetensors.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| adapter_model.safetensors | Weights | 83.9 MB | 069ff4e5fee9 |
| adapter_config.json | Configuration | 1.3 KB | — |
| README.md | Documentation | 758 B | — |
| chat_template.jinja | Other | 4.0 KB | — |
| .gitattributes | Repository | 1.5 KB | — |
| tokenizer.json | Tokenizer | 3.7 MB | — |
| tokenizer_config.json | Tokenizer | 462 B | — |
License and Download
- License
- apache-2.0
- Access
- Open weights, no gate
- Download size
- 83.9 MB
Released by 0ai through its official repository on Hugging Face. Read the license.
Built From
- Adapter of mistralai/Mistral-7B-Instruct-v0.3
- Derived from mistralai/Mistral-7B-Instruct-v0.3
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 83.9 MB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About vector-bbp-v1
Can I use vector-bbp-v1 commercially?
Yes. vector-bbp-v1 is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.