pottokao/Qwen-Image-2.1-Text-Encoder-Heretic-GGUF

AI model by pottokao

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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. All three are in this repo. Every loader uses type qwenimage and feeds TextEncodeQwenImage21. Qwen-Image-2.1 is a full (non-distilled) model. Use 25 steps — more steps don't make text sharper and start to burn the highlights. at cfg 1 lock in composition and materials, the rest at cfg 3 with a negative prompt redraws the lettering. You get cfg 1's look and cfg 3's readable text, in one pass with one seed. In ComfyUI that's two chained KSamplerAdvanced nodes (same model, seed and steps): Split later (17) keeps more of the cfg 1 look; split earlier (12) gives crisper…

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

Read the full model card ↗ · Preview checked 2026-11-07T18:30:18.179Z

Inside the original model card — Document outline
  1. Qwen-Image-2.1 Text Encoder (Heretic) — GGUF · FP8 · bf16
  2. Made with a simple node
  3. 📥 Which file should I use?
  4. ⚙️ Recommended sampler settings
  5. 🍱 All-GGUF Qwen-Image-2.1
  6. 🖼️ Showcase
  7. GGUF in ComfyUI — 3 steps
  8. Files in this repo
  9. Other formats of the same model
  10. Ablation (inherited from the bf16 source)
  11. Format details
  12. 🎨 Also for Qwen-Image-2.1: the prompt rewriters (Heretic)

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Model overview

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

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Model facts

Task
Not reported
Library
Not reported
Recent downloads (30 days)
193,920
Cumulative likes
334
Hugging Face trending score
66
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-09-20T17:08:40.000Z
Last modified
2026-09-24T09:20:29.000Z

Compatibility and lineage

Language coverage was not reported.

Reported base models: pottokao/Qwen-Image-2.1-Text-Encoder-Heretic

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.

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Source: Hugging Face Hub. Metadata observed 2026-10-03T06:38:34.100Z. Daily imports are snapshots, not real-time monitoring.

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