lora/README.md

# 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.