Marketing-flow rewrite: clear 'when to use this variant' section, fp16 troubleshooting context, full CTA flow

README.md

@@ -1,35 +1,112 @@
 ---
+license: creativeml-openrail-m
 language:
 - en
-license: creativeml-openrail-m
 library_name: diffusers
-tags:
-- art
-- people
-- diffusion
-- Cinematic
-- Photography
-- Landscape
-- Interior
-- Food
-- Car
-- Wildlife
-- Architecture
-thumbnail: https://imagedelivery.net/siANnpeNAc_S2q1M3-eDrA/dfaf8264-1355-413a-504d-eb792e69da00/padthumb
+pipeline_tag: text-to-image
 base_model: stabilityai/stable-diffusion-xl-base-1.0
+tags:
+- stable-diffusion
+- stable-diffusion-xl
+- sdxl
+- text-to-image
+- photorealistic
+- fp16
+- vae-fix
+- juggernaut
+- rundiffusion
+- kandooai
 ---
 
-# Juggernaut XL v7 FP16 VAE Fix + RunDiffusion Photo v1 Official
-![juggernaut XL photo previews](https://imagedelivery.net/siANnpeNAc_S2q1M3-eDrA/dfaf8264-1355-413a-504d-eb792e69da00/public)
-![RunDiffusion Logo](https://imagedelivery.net/siANnpeNAc_S2q1M3-eDrA/ca2b388d-a835-490c-dec0-e764bee8d000/micro)
+<div align="center">
+
+<a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=header_banner">
+  <img src="https://huggingface.co/RunDiffusion/Juggernaut-XL-v7-fp16-vae-fix/resolve/main/assets/Juggernaut_Banner.webp" alt="Juggernaut — by RunDiffusion" />
+</a>
+
+<h1>Juggernaut XL v7 (FP16 VAE Fix) by RunDiffusion</h1>
+
+<p><i>The fp16-safe variant of v7 — same model, fixed VAE for stable half-precision inference.</i></p>
+
+<p>
+  <a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=hero_cta"><img alt="Try Juggernaut on RunDiffusion — Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20on%20RunDiffusion%20%E2%80%94%20Free-7C3AED?style=for-the-badge&labelColor=7C3AED"></a>
+</p>
+
+<p>
+  <a href="https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=prompting_resource"><img alt="Prompting Guides" src="https://img.shields.io/badge/%F0%9F%93%96%20Prompting%20Guides-1f1f23?style=for-the-badge"></a>&nbsp;<a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=lineup_compare"><img alt="Compare the Lineup" src="https://img.shields.io/badge/Compare%20the%20Lineup-1971c2?style=for-the-badge&labelColor=1f1f23"></a>&nbsp;<img alt="FP16 VAE Fix" src="https://img.shields.io/badge/Variant-FP16%20VAE%20Fix-EAB308?style=for-the-badge&labelColor=1f1f23">&nbsp;<img alt="License: CreativeML Open RAIL-M" src="https://img.shields.io/badge/License-OpenRAIL--M-2ea44f?style=for-the-badge">
+</p>
+
+</div>
+
+> A drop-in replacement for [**Juggernaut XL v7**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v7) with the **SDXL fp16 VAE fix** baked in. Use this if your fp16 inference produced black images, NaN errors, or noise artifacts on the original v7. Output is otherwise identical.
+
+## When to use this variant
+
+- 🛠️ You're running **fp16 inference** and the standard v7 produces black or NaN-corrupted outputs.
+- 💻 You're memory-constrained and need fp16 for **lower VRAM**.
+- 🔬 You have **fp16 LoRAs or pipelines** validated against this fix.
+
+If you're running fp32/bf16 or have no fp16 issues, the standard [**v7**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v7) works fine.
+
+---
+
+<div align="center">
+
+<h3>🚀 Skip the VAE drama. Try Juggernaut on RunDiffusion.</h3>
+
+<p>Every model pre-loaded with the right VAE. <b>No installs. No precision gotchas.</b></p>
+
+<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=midpage_cta"><img alt="Launch on RunDiffusion" src="https://img.shields.io/badge/%E2%96%B6%20Launch%20on%20RunDiffusion-7C3AED?style=for-the-badge&labelColor=7C3AED"></a>
+
+<p><i>Pre-loaded into ComfyUI · Forge · Automatic1111 · Fooocus · InvokeAI · SwarmUI</i></p>
+
+</div>
+
+---
+
+## The Newer Juggernauts
+
+| Model | Why upgrade |
+| --- | --- |
+| [**Juggernaut XL v9**](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9) | Direct successor on SDXL — RunDiffusion Photo v2. **6M+ downloads.** |
+| [**Juggernaut X / XI**](https://huggingface.co/RunDiffusion/Juggernaut-XI-v11) | Ground-up retrains with GPT-4V captions |
+| [**Juggernaut Z**](https://huggingface.co/RunDiffusion/Juggernaut-Z-Image) | Lumina-Image-2 architecture |
+| [**Juggernaut Pro Flux**](https://www.rundiffusion.com/juggernaut-pro-flux?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=cross_promo_pro_flux) | FLUX.1 backbone |
+
+## Recommended Settings
+
+Same as standard v7:
+
+| Parameter | Value |
+| --- | --- |
+| Resolution | `832 × 1216` (portrait) · `1216 × 832` (landscape) |
+| Sampler | `DPM++ 2M Karras` |
+| Steps | `30 – 40` |
+| CFG scale | `3 – 7` |
+| VAE | **Fp16-fixed VAE already baked in** |
+
+📖 [**Prompting library**](https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=prompting_inline) — free to read.
+
+## Commercial Use
+
+This model **may not be deployed behind paid API services** without explicit licensing. Contact **[juggernaut@rundiffusion.com](mailto:juggernaut@rundiffusion.com)**.
+
+Personal/creative use under [CreativeML Open RAIL-M](https://huggingface.co/spaces/CompVis/stable-diffusion-license).
+
+## Credits
+
+Juggernaut XL v7 was created by **[KandooAI](https://twitter.com/Juggernaut_AI)** with **[RunDiffusion](https://www.rundiffusion.com/?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=credits)**. FP16 VAE fix applied for stable half-precision inference.
+
+---
 
-## Juggernaut v9 is here! [Juggernaut v9 + RunDiffusion Photo v2](https://huggingface.co/RunDiffusion/Juggernaut-XL-v9)
+<div align="center">
 
-This model is not permitted to be used behind API services. Please contact [juggernaut@rundiffusion.com](mailto:juggernaut@rundiffusion.com) for business inquires, commercial licensing, custom models, and consultation.
+<h3>Ready to generate?</h3>
 
-Juggernaut is available on the new Auto1111 Forge on [RunDiffusion](http://rundiffusion.com/?utm_source=huggingface&utm_medium=referral&utm_campaign=Kandoo)
+<p>Every Juggernaut — one click away on RunDiffusion.</p>
 
-A big thanks for Version v7 FP16 VAE Fix goes to  [RunDiffusion](http://rundiffusion.com/?utm_source=huggingface&utm_medium=referral&utm_campaign=Kandoo)  ([Photo Model](https://rundiffusion.com/rundiffusion-photo/?utm_source=huggingface&utm_medium=referral&utm_campaign=Kandoo)) and  [Adam](https://twitter.com/Colorblind_Adam), who diligently helped me test :) (Leave some love for them ;) )
+<a href="https://app.rundiffusion.com/login?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=footer_cta"><img alt="Try Juggernaut on RunDiffusion — Free" src="https://img.shields.io/badge/%E2%96%B6%20Try%20Juggernaut%20on%20RunDiffusion%20%E2%80%94%20Free-7C3AED?style=for-the-badge&labelColor=7C3AED"></a>
 
-For business inquires, commercial licensing, custom models, and consultation contact me under juggernaut@rundiffusion.com
+<p><sub><a href="https://www.rundiffusion.com/juggernaut?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=footer_lineup">Compare the full Juggernaut lineup</a> · <a href="https://www.rundiffusion.com/prompting?utm_source=huggingface&utm_medium=model_card&utm_campaign=juggernaut_xl_v7_fp16&utm_content=footer_prompting">Prompting guides</a> · <a href="mailto:juggernaut@rundiffusion.com">Commercial licensing</a></sub></p>
 
+</div>