Push basic workflow

README.md

@@ -27,6 +27,15 @@ Please join [our Discord Server](https://discord.gg/pYsdjMfu3q) if you have ques
 
 Please check [this article](https://civitai.com/articles/19986) to learn more about why it took so long for us to ship V7 and upcoming model releases.
 
+## Important HuggingFace links
+
+- **[GGUF Models](gguf/)** - Quantized models for lower VRAM usage (Q8_0 recommended for best quality/size balance)
+- **[Safetensor Model](safetensor/)** - Single-file safetensors format for easier loading
+- **[LoRA Training](lora/)** - Information and tools for training LoRAs with SimpleTuner
+- **[Workflows](workflows/)** - ComfyUI workflow examples for standard and GGUF inference
+- **[ComfyUI Nodes](comfy_nodes/)** - Custom PonyNoise node for GPU/CPU noise selection
+
+
 ## Model prompting
 
 This model supports a wide array of styles and aesthetics but provides an opinionated default prompt template:
@@ -102,7 +111,9 @@ All images have been used in training with both captions and tags. Artists' name
 
 ## LoRA training
 
-We recommend using SimpleTuner for LoRA training following [this guide](https://github.com/bghira/SimpleTuner/blob/main/documentation/quickstart/AURAFLOW.md).
+We recommend using SimpleTuner for LoRA training following [this guide](https://github.com/bghira/SimpleTuner/blob/main/documentation/quickstart/AURAFLOW.md). 
+
+For information on converting SimpleTuner LoRAs to diffusers/ComfyUI compatible format, see the [LoRA folder](lora/). A [LoRA workflow example](workflows/pony-v7-lora.png) is also available.
 
 
 ## Commercial API

comfy_nodes/README.md

@@ -0,0 +1,26 @@
+# ComfyUI PonyNoise Node
+
+## Download
+
+📦 [ComfyUI_PonyNoise.zip](ComfyUI_PonyNoise.zip)
+
+## Overview
+
+ComfyUI uses CPU noise by default to ensure consistency across different platforms, while `diffusers` use GPU noise by default. However, GPU noise generation may vary between different GPU models, although it typically remains consistent across the latest NVIDIA cards.
+
+This custom node provides the flexibility to switch between GPU and CPU noise generation modes, enabling you to match `diffusers` output on the same machine when needed.
+
+## Usage
+
+To get started with the PonyNoise node, please refer to the [noise selection workflow](../workflows/pony-v7-noise-selection.png) which demonstrates proper configuration and integration with your generation pipeline.
+
+## Installation
+
+1. Download the [ComfyUI_PonyNoise.zip](ComfyUI_PonyNoise.zip) file
+2. Extract the contents to your ComfyUI custom nodes directory
+3. Restart ComfyUI
+4. Load the workflow
+
+## Acknowledgments
+
+Special thanks to [Silver](https://github.com/silveroxides) for adapting the [ComfyUI Noise nodes](https://github.com/BlenderNeko/ComfyUI_Noise) and helping with workflows.

lora/README.md

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+# Pony V7 LoRA Training
+
+## Training Guide
+
+We recommend using SimpleTuner for LoRA training following [this guide](https://github.com/bghira/SimpleTuner/blob/main/documentation/quickstart/AURAFLOW.md).
+
+## ComfyUI LoRA Workflow
+
+A [LoRA workflow example](../workflows/pony-v7-lora.png) is available showing how to load and use LoRAs with Pony V7. Simply drag and drop the workflow image into your ComfyUI canvas to load it.
+
+## LoRA Conversion Script
+
+### [convert_simpletuner_lora.py](convert_simpletuner_lora.py)
+
+A utility script to convert SimpleTuner LoRA weights to diffusers-compatible format for AuraFlow models.
+
+**Usage:**
+```bash
+python convert_simpletuner_lora.py <input_lora.safetensors> <output_lora.safetensors>
+```
+
+
+This script ensures your LoRAs trained with SimpleTuner can be loaded directly with diffusers' `load_lora_weights()` method or inside of ComfyUI's LoRA nodes.
+

workflows/README.md

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+# Pony V7 ComfyUI Workflows
+
+## How to Use
+
+Simply drag and drop any of the workflow images below directly into your ComfyUI canvas to load them. ComfyUI will automatically parse the embedded workflow data from the image.
+
+## Available Workflows
+
+### [Basic Workflow](pony-v7-simple.png)
+![Basic Workflow](pony-v7-simple.png)
+
+A simple, straightforward workflow for generating images with Pony V7 using the SafeTensor. Perfect for getting started quickly.
+
+### [GGUF Workflow](pony-v7-simple-gguf.png)
+![GGUF Workflow](pony-v7-simple-gguf.png)
+
+Workflow optimized for using GGUF quantized models. Requires the [GGUF nodes by City96](https://github.com/city96/ComfyUI-GGUF). GGUF formats allow lower VRAM use with minimal degradation to quality and no noticeable impact to performance. Q8_0 version is recommended. See the [GGUF README](../gguf/) for more details.
+
+### [LoRA Workflow](pony-v7-lora.png)
+![LoRA Workflow](pony-v7-lora.png)
+
+Workflow demonstrating how to use LoRA models with Pony V7. Shows proper setup for loading and applying LoRA weights to enhance or modify generation results. See the [LoRA README](../lora/) for training and conversion information.
+
+### [Noise Selection Workflow](pony-v7-noise-selection.png)
+![Noise Selection Workflow](pony-v7-noise-selection.png)
+
+Advanced workflow featuring the custom PonyNoise node that allows switching between GPU and CPU noise generation. Use this to match `diffusers` output or ensure cross-platform consistency. Requires the [PonyNoise node](../comfy_nodes/).
+