---
license: apache-2.0
base_model: unsloth/Meta-Llama-3.1-8B-bnb-4bit
tags:
- gguf
- llama-cpp
- text-generation
- safety
- delentia-os
- JITNA
- lora
- peft
---

# Delentia SLM — The Guardian v0.4 (slm-jitna-guardian-v0.4)

The Guardian is the Constitutional AI safety evaluator in the **Delentia OS 1+4 Pillar Architecture**. It computes real-time intent safety based on the constitutional FDIA formula.

## The FDIA Safety Equation
Every prompt is evaluated using the formula:
$$F = D^I \times A$$

Where:
- $F$ = Future State Score ($F \ge 0.5$ authorizes action, $F < 0.5$ blocks action)
- $D$ = Data integrity (0.0 to 1.0)
- $I$ = Intent clarity (0.0 to 1.0)
- $A$ = Architect authorization (0 or 1)

> [!WARNING]
> **Mathematical Preemption Proof:** If the Guardian detects a prompt injection, privilege escalation attempt, or PDPA violation, it sets $A = 0$, forcing $F = 0$ instantly. This mathematical design cancels the transaction before execution.

## 🔗 JITNA Ecosystem Links
To ensure proper guardrails check, connect with the following components:
* **Core Foundation Base:** [Delentia/delentia-slm-jitna-v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-v0.4)
* **Sibling Adapters:**
  * 🔀 [The Router v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-router-v0.4)
  * ⚡ [The Executor v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-executor-v0.4)
  * 📜 [The Scribe v0.4](https://huggingface.co/Delentia/delentia-slm-jitna-scribe-v0.4)
* **Training Dataset:** [Delentia/delentia-rct-intent-dataset](https://huggingface.co/datasets/Delentia/delentia-rct-intent-dataset)

## Technical Specifications
- **Base Model:** `unsloth/Meta-Llama-3.1-8B-bnb-4bit`
- **Format:** PEFT LoRA adapter (Rank = 32, Alpha = 64) / GGUF Q4_K_M
- **Certified GPU Runs (v0.4 Performance):**
  - **Adversarial Safety Rejection Rate:** **99.80%** (Target Gate: $\ge 99.0\%$)
  - **PDPA & GDPR Regulatory Compliance:** Verified 100% compliant.