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metadata
license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE
base_model:
  - huihui-ai/Qwen3-4B-abliterated
tags:
  - qwen3
  - abliterated
  - uncensored
  - text-generation-inference
  - flux2
  - klein
extra_gated_prompt: >-
  **This model has safety filtering removed and can generate General NSFW
  content.** **By accessing this model, you agree to:** - **Use it responsibly
  and legally** - **Not use it to create illegal content** - **Comply with all
  applicable laws in your country**

This is a duplicate of Cordux/flux2-klein-4B-uncensored-text-encoder for Flux-Klein-4B-CPU Space


Qwen3-4B Ablated (Uncensored) Text Encoder - GGUF Q4_0

Uncensored/ablated version of Qwen3-4B text encoder in GGUF Q4_0 format for Flux2 Klein 4B models.

Compatible Models

  • Flux2 Klein 4B (Distilled & Base)

What This Does

This is an ablated (safety-filtering removed) text encoder that allows Flux2 Klein models to generate NSFW content without prompt censorship.
The base Qwen3-4B text encoder that ships with Flux2 Klein has safety filtering that prevents certain prompts from being processed properly.

Installation

  1. Download qwen3-4b-abl-q4_0.gguf
  2. Place in ComfyUI/models/text_encoders/ or ComfyUI/models/unet/ (for GGUF loaders)
  3. In your workflow, use a GGUF-compatible text encoder loader node
  4. Point it to this file instead of the default Qwen3-4B

Prompting Tips

  • Use "wearing nothing" instead of "naked/nude" for best nude results
  • The model looks for clothing descriptors - even "nothing" counts as one
  • Clinical terms like "vagina" don't work better than colloquial terms
  • For explicit content beyond nudity, you'll need an NSFW LoRA

Language-Style Mapping Research

I discovered Flux.2 Klein associates languages with specific styles:
Japanese→anime portraits, German→illustrated art, etc.
Full study here

Limitations

This removes prompt filtering but doesn't add visual knowledge. The base Flux2 Klein models have limited training on explicit content, so:

  • ✅ Nudity works well
  • ✅ Suggestive poses work
  • ❌ Explicit anatomy requires a LoRA
  • ❌ Sexual acts require a LoRA

Credits