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SadikNawazAI/FLUX-3-Image-Klein-TE-Uncensored-GGUF

SadikNawazAI Qwen GGUF image-gen
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/SadikNawazAI%2FFLUX-3-Image-Klein-TE-Uncensored-GGUF"
Response includes
  • classification m-uncensored
  • files 4
  • author_summary 1 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.

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Model age
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created 2026-11-10

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Metadata

License
apache-2.0
Quantizations
Q6_K
Tags
gguf ollama flux flux-3 qwen3-vl text-encoder stable-diffusion.cpp abliteration uncensored text-to-image base_model:Qwen/Qwen3-VL-4B-Instruct base_model:finetune:Qwen/Qwen3-VL-4B-Instruct

Related

Total size
3.42 GB
Files
4
Quantizations
2
Registered
2026-11-10 15:03
Last updated on HF
2026-11-10 15:01

Files by quantization

Q6_K 1 file 3.42 GB
Qwen3-VL-4B-Instruct-Uncensored-AD-Q6_K.gguf 3.42 GB 5e2345e2 download
Auxiliary files 3 files 15.2 KB
LICENSE 11.3 KB f938136e download
README.md 2.37 KB 65b24130 download
.gitattributes 1.56 KB b47e3cbe download

README current version from Hugging Face


license: apache-2.0
base_model: Qwen/Qwen3-VL-4B-Instruct
base_model_relation: finetune
pipeline_tag: text-to-image
library_name: gguf
tags:

  • gguf
  • ollama
  • flux
  • flux-3
  • qwen3-vl
  • text-encoder
  • stable-diffusion.cpp
  • abliteration
  • uncensored
  • text-to-image
    quantized_by: SadikNawazAI

FLUX 3 Image Klein — Uncensored Text Encoder (Qwen3-VL-4B, Q6_K)

GGUF text encoder for FLUX 3 Image Klein, built on an abliterated
Qwen3-VL-4B-Instruct. It is a drop-in
--llm text encoder for stable-diffusion.cpp
and compatible FLUX 3 tooling.

This is an exact mirror (identical SHA-256) of the file
Qwen3-VL-4B-Instruct-Uncensored-AD-Q6_K.gguf from
AtomicChat/FLUX-3-Image-Klein-TE-Uncensored-GGUF,
republished here as the GGUF that Ollama pulls for
hf.co/AtomicChat/FLUX-3-Image-Klein-TE-Uncensored-GGUF:Q6_K.

Content note: this is an uncensored / abliterated model. The refusal direction has been
projected out of the weights. Use responsibly and follow the upstream and base-model licenses.

Model details

Property Value
Type Text encoder for FLUX 3 Image Klein
Base model Qwen3-VL-4B-Instruct (abliterated)
Architecture qwen3vl
Parameters 4.02B
Quantization Q6_K (6-bit K-quant)
File size 3.42 GiB (3.68 GB)
Context length 262,144 tokens
Embedding dim 2,560
Layers 36
Vocabulary 151,936

Files

File SHA-256
Qwen3-VL-4B-Instruct-Uncensored-AD-Q6_K.gguf 5e2345e245407d574dc3358f1dd54345d3cab8077c11ecae06d511e53d847628

Usage

stable-diffusion.cpp

sd -m flux3-klein-Q6_K.gguf \
   --llm Qwen3-VL-4B-Instruct-Uncensored-AD-Q6_K.gguf \
   -p "a cinematic photo of a mountain lake at sunrise"

Download the encoder:

hf download SadikNawazAI/FLUX-3-Image-Klein-TE-Uncensored-GGUF \
  Qwen3-VL-4B-Instruct-Uncensored-AD-Q6_K.gguf --local-dir .

Ollama

ollama run hf.co/SadikNawazAI/FLUX-3-Image-Klein-TE-Uncensored-GGUF:Q6_K

License

Apache License 2.0 — see LICENSE. Base model © Alibaba Cloud (Qwen).
The upstream quantization and abliteration work is by AtomicChat; this repo is an unmodified
mirror of their Q6_K GGUF.

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