Text Generation
PEFT
Safetensors
Turkish
English
cybersecurity
soc
blue-team
threat-detection
mitre-attack
turkish
defense
werea
conversational
Instructions to use Werea-co/Werea-NanoSOC-8B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Werea-co/Werea-NanoSOC-8B with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("fdtn-ai/Foundation-Sec-1.1-8B-Instruct") model = PeftModel.from_pretrained(base_model, "Werea-co/Werea-NanoSOC-8B") - Notebooks
- Google Colab
- Kaggle
| { | |
| "release": "v6", | |
| "phase": "F7/211-270", | |
| "benchmark_type": "simulated multi-tenant pilot engineering benchmark", | |
| "real_company_pilot": false, | |
| "passed": true, | |
| "case_counts": { | |
| "tenants": 3, | |
| "controlled_attacks": 12, | |
| "simulated_baseline_events": 18, | |
| "analyst_feedback": 6, | |
| "executive_summaries": 3, | |
| "tenant_isolation_checks": 3, | |
| "audit_records": 45 | |
| }, | |
| "metrics": { | |
| "controlled_attack_recall": 1.0, | |
| "simulated_baseline_specificity": 1.0, | |
| "tenant_isolation": 1.0, | |
| "audit_chain_integrity": 1.0, | |
| "audit_tamper_detection": 1.0, | |
| "feedback_does_not_mutate_weights": 1.0, | |
| "version_evidence_approval_complete": 1.0, | |
| "executive_summary_schema_complete": 1.0, | |
| "no_auto_execute": 1.0 | |
| }, | |
| "gates": { | |
| "controlled_attack_recall": true, | |
| "simulated_baseline_specificity": true, | |
| "tenant_isolation": true, | |
| "audit_chain_integrity": true, | |
| "audit_tamper_detection": true, | |
| "feedback_does_not_mutate_weights": true, | |
| "version_evidence_approval_complete": true, | |
| "executive_summary_schema_complete": true, | |
| "no_auto_execute": true | |
| }, | |
| "limitations": [ | |
| "No real company telemetry was used; this is not a production pilot claim.", | |
| "Risk scores are controlled fixtures used to verify tenant thresholds and audit behavior.", | |
| "Production false-positive and critical-miss rates remain unmeasured until a redacted 30-60 day tenant baseline is approved.", | |
| "The in-memory reference must be backed by tenant-scoped durable storage before production use." | |
| ] | |
| } | |