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license: mit |
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library_name: diffusers |
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--- |
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# Stage-A-ft-HQ |
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`stage-a-ft-hq` is a version of [Würstchen](https://huggingface.co/warp-ai/wuerstchen)'s **Stage A** that was finetuned to generate sharper details and textures. <br/> |
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`stage-a-ft-hq` works with any Würstchen-derived model (including [Stable Cascade](https://huggingface.co/stabilityai/stable-cascade)). |
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> TODO: comparison goes here |
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## 🧨 Diffusers Usage |
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```py |
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# TODO: code goes here |
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``` |
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## Explanation |
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Image generators like Würstchen and Stable Cascade create images via a multi-stage process. <br/> |
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Stage A is the ultimate stage, responsible for rendering out full-resolution, human-interpretable images (based on the output from prior stages). |
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The original Stage A tends to render slightly-smoothed-out images with a distinctive grain pattern on top. |
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`stage-a-ft-hq` was finetuned on a high-quality dataset in order to generate cleaner, sharper, more realistic textures with fewer distinctive artifacts. |
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## Recommended Settings |
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To generate highly detailed images, you probably want to use `stage-a-ft-hq` (which improves very fine detail) in combination with a large Stage B step count (which improves mid-level detail). |
