---
library_name: mlx
tags:
- mlx
- lora
- qwen3
- security
- arabic
- circuit-aware
base_model: Qwen/Qwen3-8B
---

# Circuit-Aware Rushd-8B

**رُشْد** — "guidance" or "right path" in Arabic

LoRA adapter for Qwen3-8B, trained with Circuit-Aware methodology to enhance multi-expert reasoning for cybersecurity applications.

## Training Details
- **Base Model:** Qwen/Qwen3-8B
- **Rank:** 8 (scale: 20)
- **Iterations:** 500
- **Batch Size:** 4
- **Learning Rate:** 1e-5
- **Val Loss:** 2.148
- **Train Loss:** 0.030

## Capabilities
Enhances 5 Rushd specialists: Router, Logic, Plan, Decision, Game