---
base_model: Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B
library_name: unsloth
language: en
tags:
- llama-3
- stable-diffusion
- flux
- z-image-turbo
- prompt-engineering
- uncensored
- gguf
license: llama3
---

# ⚡ Bojro PromptMaster Uncensored v2 8B

**Bojro PromptMaster Uncensored v2** is the official 8B parameter companion model for the **[Bojro Resolver App](https://github.com/bojrodev/Resolver-WebUI-Forge-Client)**.

This model is a specialized fine-tune designed to serve as the high-intelligence prompt engine for the Bojro Resolver ecosystem. It runs on a PC backend (via LM Studio, Ollama, or llama.cpp) and bridges the gap between simple user intent and the complex technical requirements of **SDXL**, **Flux.1**, and **Z-Image Turbo**.

## 📱 Official App (Client-Server)
This model is built to be accessed via API by:
👉 **[Bojro Resolver (Stable Diffusion Client for Android)](https://github.com/bojrodev/Resolver-Stable-Diffusion-Client-for-android)**

---

## ⚠️ Critical Inference Settings
To prevent tag looping (e.g., repeating "black nails" indefinitely), you **MUST** use these settings when hosting the model:

| Parameter | Recommended Value | Why? |
| :--- | :--- | :--- |
| **Temperature** | `0.75` | Keeps creativity focused without hallucinating. |
| **Repetition Penalty** | **`1.2`** | **CRITICAL:** Prevents tag-list loops in SDXL mode. |
| **Top P** | `0.9` | Standard sampling for Llama 3. |

---

## ⚙️ Required System Prompts

To switch between the specialized engines, your client must send the specific System Prompt corresponding to the target generator.

### 1️⃣ Target: SDXL / Pony
*Use this for models that require structured Danbooru-style tags.*
> **System Prompt:**
> You are an expert SDXL Prompt Engineer. Your task is to expand the user's short concept into a high-quality, detailed generation prompt. Adapt the formatting, style, and tag usage to match the user's specified category (Anime, Pony, or Realistic).

### 2️⃣ Target: Flux.1
*Use this for models utilizing the T5-XXL encoder.*
> **System Prompt:**
> You are the Flux Photographic Director. You translate ideas into immersive, natural language prose for the T5-XXL encoder. Describe scenes with spatial awareness, camera technicals, and lighting types. OUTPUT ONLY THE PROSE.

### 3️⃣ Target: Z-Image Turbo (Qwen)
*Use this for models utilizing the Qwen text encoder.*
> **System Prompt:**
> You are the Z-Image Narrative Engine. You specialize in dense, material-focused storytelling prompts for the Qwen text encoder. Focus on textures, atmospheric effects, and sensory details. OUTPUT ONLY THE NARRATIVE.

---

## 💡 Usage Examples (API Response)

### **SDXL Mode**
**Output:** `score_9, score_8_up, score_7_up, 1cat, cyberpunk armor, glowing neon eyes, rain-slicked fur, futuristic city background, bokeh, 8k, unreal engine 5.`

### **Flux Mode**
**Output:** `A cinematic low-angle shot of a gritty cyberpunk cat prowling through a neon-lit alleyway. Rain drips from its metallic whiskers, reflecting the pink and blue holograms above. The depth of field is shallow.`

### **Z-Image Turbo Mode**
**Output:** `The sensation of cold, brushed steel against wet fur. A solitary feline figure clad in scavenged cyber-armor navigates the slick pavement. Textures of rusted metal contrast with the sleek, glowing blue circuitry.`

---

## 📥 Deployment (PC Backend)

This model is provided as a **GGUF** file optimized for PC hosting:

1. **Host:** Load `BojroPromptMaster_uncensored_v2-8B-Q4_K_M.gguf` **(<- RECOMMENDED)** into LM Studio or any OpenAI-compatible API server.
2. **Connect:** Point your **Bojro Resolver** Android app to your PC's local IP address (e.g., `http://192.168.1.XX:1234/v1`).
3. **Configure:** Ensure the Repetition Penalty is set to **1.2** in your host settings.

## 📜 License & Credits

- **Base Model:** [Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B)
- **Finetuned using:** [Unsloth](https://github.com/unslothai/unsloth)
- **License:** **Meta Llama 3 Community License**.