pottokao/Qwen-Image-2.1-Text-Encoder-Heretic-GGUF
AI model by pottokao
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Model card & documentation
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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…
Read the full model card ↗ · Preview checked 2026-11-07T18:30:18.179Z
Inside the original model card — Document outline
- Qwen-Image-2.1 Text Encoder (Heretic) — GGUF · FP8 · bf16
- Made with a simple node
- 📥 Which file should I use?
- ⚙️ Recommended sampler settings
- 🍱 All-GGUF Qwen-Image-2.1
- 🖼️ Showcase
- GGUF in ComfyUI — 3 steps
- Files in this repo
- Other formats of the same model
- Ablation (inherited from the bf16 source)
- Format details
- 🎨 Also for Qwen-Image-2.1: the prompt rewriters (Heretic)
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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
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.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
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.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-03T06:38:34.100Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.