AtomicChat/Qwen-Image-2.1-Turbo-Uncensored-GGUF
text-to-image model by AtomicChat
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
Qwen-Image's text encoder, Qwen3-VL-8B-Instruct, with its refusal direction projected out: a drop-in --llm for stable-diffusion.cpp next to our Turbo denoiser GGUFs. Below, exactly which part is uncensored and what that does to the pictures. The measurements are public. As a chat model, the encoder's refusals fall from 88.9% to 1.2% on held-out English prompts. MMLU is unchanged: 77.35% before and after. On images it changes nothing we could measure. The stock Qwen-Image pipeline has no filter and already draws all 9 sensitive categories we tested, and with this encoder not one of 45 prompts changed outcome. See where exactly this is uncensored. Generate images locally in Atomic Chat. It runs stable-diffusion.cpp, the engine these files were built and checked with. Qwen-Image 2.1 makes a picture with three parts. Only one of them is changed here. The stock pipeline already blocks nothing. This release changes only how the encoder represents prompts…
Read the full model card ↗ · Preview checked 2026-11-01T04:01:29.717Z
Inside the original model card — Document outline
- How to Run Qwen-Image-2.1-Turbo Without Refusals Locally
- Where exactly this is uncensored
- The files
- Running it
- The encoder as a chat model
- How it was made
- Limitations
- Responsible use
- Credits
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
AtomicChat/Qwen-Image-2.1-Turbo-Uncensored-GGUF is a text-to-image model repository published by AtomicChat on Hugging Face. The source reports the gguf library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-to-image
- Library
- gguf
- Recent downloads (30 days)
- 650,539
- Cumulative likes
- 691
- Hugging Face trending score
- 50
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-09T16:30:48.000Z
- Last modified
- 2026-10-28T09:59:52.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: Qwen/Qwen3-VL-8B-Instruct
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-01T06:51:31.475Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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