Docs

DOCS.md

@@ -20,7 +20,12 @@ Rescale up to 4x using [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN) fro
 
 ## Models
 
-TBD
+Each model checkpoint has a different aesthetic:
+
+* [cagliostrolab/animagine-xl-3.1](https://huggingface.co/cagliostrolab/animagine-xl-3.1): anime
+* [fluently/Fluently-XL-Final](https://huggingface.co/fluently/Fluently-XL-Final): general purpose
+* [SG161222/RealVisXL_V5.0](https://huggingface.co/SG161222/RealVisXL_V5.0): photorealistic
+* [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0): base
 
 ## Advanced
 
@@ -34,4 +39,4 @@ TBD
 
 ### Refiner
 
-TBD
+Use the [ensemble of expert denoisers](https://research.nvidia.com/labs/dir/eDiff-I/) technique, where the first 80% of timesteps are denoised by the base model and the remaining 80% by the [refiner](https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0). Enabled by default. Not available with image-to-image pipelines.

README.md

@@ -47,7 +47,16 @@ preload_from_hub:
 
 # diffusion-xl
 
-Gradio app for Stable Diffusion XL.
+Gradio app for Stable Diffusion XL featuring:
+
+* txt2img pipeline with refiner (img2img with IP-Adapter and ControlNet coming soon)
+* Curated models (LoRAs and TIs coming soon)
+* 100+ styles from sdxl_prompt_styler
+* 150+ prompts from StableStudio
+* Compel prompt weighting
+* Multiple samplers with Karras scheduling
+* DeepCache for speed
+* Real-ESRGAN upscaling
 
 ## Usage
 

partials/intro.html

@@ -12,7 +12,7 @@
       <a href="https://huggingface.co/spaces/adamelliotfields/diffusion" target="_blank" rel="noopener noreferrer">1.5</a>
       <span>XL</span>
       <a href="https://huggingface.co/spaces/adamelliotfields/diffusion-flux" target="_blank" rel="noopener noreferrer">FLUX.1</a>
-      <a href="https://huggingface.co/spaces/adamelliotfields/diffusion/blob/main/DOCS.md" target="_blank" rel="noopener noreferrer">Docs</a>
+      <a href="https://huggingface.co/spaces/adamelliotfields/diffusion-xl/blob/main/DOCS.md" target="_blank" rel="noopener noreferrer">Docs</a>
       <a href="https://adamelliotfields-diffusion-xl.hf.space" target="_blank" rel="noopener noreferrer">
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