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pottokao/Qwen-Image-2.1-PE-T2I-Heretic-GGUF

AI model by pottokao

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Q4KM build of pottokao/Qwen-Image-2.1-PE-T2I-Heretic — the Qwen-Image-2.1 prompt rewriter with refusal behaviour removed (3/100 refusals @ KL 0.036, from 98/100 — best of a 1,600-trial search; dominates the earlier 7/100 @ 0.039, tag v1-trial384). The sample / showcase images in this repo were generated with the technique behind ComfyUI-QwenImage-PhotoStyles — a small ComfyUI node (17 photographic styles; one short prompt becomes a full styled prompt via the PE-T2I rewriter). If you're interested in how the images are made, the node and its recipe are there. A short request in any language goes in; one JSON line comes out with a detailed English image prompt and a recommended aspect ratio: It is an LLM, not a text encoder. In ComfyUI it belongs in an LLM/GGUF node that rewrites your prompt before it reaches the DiT — it does not load into CLIPLoader. For the Qwen-Image-2.1 text encoder, see …-Text-Encoder-Heretic. All load…

pottokao/Qwen-Image-2.1-PE-T2I-Heretic-GGUF on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-11-04T23:18:23.889Z

Inside the original model card — Document outline
  1. Qwen-Image-2.1-PE-T2I — Heretic — GGUF
  2. Made with a simple node
  3. What this is for
  4. Available quantizations
  5. One deviation from stock Q4KM
  6. Run it
  7. Conversion
  8. What was checked, and what wasn't
  9. 🖼️ Showcase
  10. Showcase
  11. Other builds

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Model overview

pottokao/Qwen-Image-2.1-PE-T2I-Heretic-GGUF is a task-unspecified model repository published by pottokao on Hugging Face. A library was not reported.

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Created
2026-09-21T06:35:59.000Z
Last modified
2026-09-21T06:35:59.000Z

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