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bojrodev/BojroPromptMaster_uncensored_v1-8B

bojrodev Llama 8B GGUF 8K ctx
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     "https://abliteration.org/api/v1/models/bojrodev%2FBojroPromptMaster_uncensored_v1-8B"
Response includes
  • classification m-uncensored
  • files 3
  • benchmarks 11 entries
  • hub_downloads_all_time 284
  • author_summary 2 models
  • readme_text full
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Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
284
72 last 30d - stable
Likes
1
Model age
9mo ago
created 2025-12-23
Downloads over time
Now323→from75↑331%
6315825334875 on Dec 24, 2025323 on Oct 11323 on Oct 9Dec '25FebAprJunAugOct
Dec 24, 2025 → Oct 11 · 81 snapshots · spans 291 days

Benchmarks

Portrait before abliteration
Benchmarks of the base model as it stood before the refusal-removal operation. Compare with the numbers above to see what the operation cost.
Benchmark Score Source
Entertainment 0.7 UGI
Hazardous 2.4 UGI
Natural Intelligence 15.05 UGI
Political lean -11.9% UGI
Sensitive-Info 14.71 UGI
SocPol 1.7 UGI
UGI 22.31 UGI
Willingness (10) 3.8 UGI
W10-Adherence 4.5 UGI
W10-Direct 3 UGI
Writing 26.92 UGI

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
llama3
Quantizations
Q4_K
Tags
unsloth gguf llama-3 stable-diffusion flux z-image-turbo prompt-engineering uncensored en base_model:Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B base_model:quantized:Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B license:llama3

Related

Total size
4.58 GB
Files
3
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2026-10-06 20:04

Files by quantization

Q4_K 1 file 4.58 GB
BojroPromptMaster_uncensored_v1-8B-Q4_K_M.gguf 4.58 GB 60a2a985 download
Auxiliary files 2 files 5.20 KB
README.md 3.48 KB 8c5bfc92 download
.gitattributes 1.72 KB f125de2a download

README current version from Hugging Face


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 v1 8B

Bojro PromptMaster Uncensored v1 is the official 8B parameter companion model for the Bojro Resolver App.

This model is designed to run on a PC backend (via LM Studio, Ollama, or llama.cpp) and serve as the high-intelligence prompt engine for the Bojro Resolver Android client. It bridges the gap between simple user intent and the specific 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)


⚙️ Required System Prompts

To switch between the specialized engines, the 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 the SDXL Logic Engine. Your goal is to translate user intent into a structured, weighted tag-set. Use 'score_9, score_8_up, score_7_up' for high-quality buckets. OUTPUT ONLY THE TAGS.

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-v1-8B.Q4_K_M.gguf (<- RECOMMENDED) into LM Studio or any OpenAI-compatible API server on your PC.
  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:
    • Temperature: 0.8
    • Repetition Penalty: 1.1

📜 License & Credits

README history 7 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-10-06Update README.md88378bb3.4 KB
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  2. 2025-12-31Update README.md593859d3.5 KB
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  3. 2025-12-26Update README.mdbf6c22d3.5 KB
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  4. 2025-12-25Update README.mdf2870503.5 KB
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  5. 2025-12-23Update README.md29169fe3.5 KB
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  6. 2025-12-23Final Readme.mdcf4d3bf4 KB
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  7. 2025-12-23initial commit655765d24 B
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