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.
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)
⚠️ 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:
- Host: Load
BojroPromptMaster_uncensored_v2-8B-Q4_K_M.gguf(<- RECOMMENDED) into LM Studio or any OpenAI-compatible API server. - Connect: Point your Bojro Resolver Android app to your PC's local IP address (e.g.,
http://192.168.1.XX:1234/v1). - Configure: Ensure the Repetition Penalty is set to 1.2 in your host settings.
💖 Support the Developer
If you find this model or the Resolver App useful, please consider supporting the project. Donations help cover the API and server costs required to train and test these models!
📜 License & Credits
- Base Model: Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B
- Finetuned using: Unsloth
- License: Meta Llama 3 Community License.