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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 (7/100 refusals @ KL 0.0390, from 98/100). 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. tokenembd is kept at Q6K instead of Q4K. Everything else is standard Q4KM (llama.cpp already promotes output to Q6K on its own). The reason: every official NVIDIA NVFP4 checkpoint for this model family leaves the token embedding untouched — across Qwen3-8B, Qwen3-32B, Qwen3-30B-A3B, Qwen3.5-122B-A10B and Qwen3.5-397B-A17B, and also in the one official mixed-precision recipe (Qwen3.6-27B), which quantizes lmhead to 4-bit but still does not touch the embedding.…

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

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Inside the original model card — Document outline
  1. Qwen-Image-2.1-PE-T2I — Heretic — GGUF
  2. What this is for
  3. One deviation from stock Q4KM
  4. Run it
  5. Conversion
  6. What was checked, and what wasn't
  7. Showcase
  8. 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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