README.md

---
title: QIE-Image2GuideBody
emoji: 🎨✨
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 6.2.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: Anime character to guide body converter
---

# 🎨✨ QIE-Image2GuideBody

A single-pass image converter that applies multiple LoRAs simultaneously to transform anime character images.

## Overview

This application performs conversion in a single inference pass by combining multiple LoRA models:

**Combined LoRAs:**
- **Lightning LoRA**: Enables fast 4-step inference
- **Stage1 LoRA**: Custom transformation effect 1
- **Stage2 LoRA**: Custom transformation effect 2

All three LoRAs are applied simultaneously with equal weights (1.0, 1.0, 1.0) to produce the final result.

## Technology

Built on [Qwen-Image-Edit-2511](https://huggingface.co/Qwen/Qwen-Image-Edit-2511) with:
- Multiple LoRA combination support
- [Qwen-Image-Lightning-2511](https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning) for fast 4-step inference
- Custom LoRA models applied simultaneously

## Configuration

The application uses environment variables for customization:

### Model Settings
- `BASE_MODEL`: Base model repository (default: `Qwen/Qwen-Image-Edit-2511`)

### LoRA Settings
- `LIGHTNING_LORA_REPO`: Lightning 4-step LoRA repository (default: `lightx2v/Qwen-Image-Edit-2511-Lightning`)
- `LIGHTNING_LORA_WEIGHT`: Lightning LoRA weight filename (default: `Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors`)
- `STAGE1_LORA_REPO`: Repository for Stage 1 LoRA
- `STAGE1_LORA_WEIGHT`: Weight filename for Stage 1 LoRA
- `STAGE1_WEIGHT_DEFAULT`: Default weight value for Stage 1 LoRA (default: `1.0`)
- `STAGE2_LORA_REPO`: Repository for Stage 2 LoRA
- `STAGE2_LORA_WEIGHT`: Weight filename for Stage 2 LoRA
- `STAGE2_WEIGHT_DEFAULT`: Default weight value for Stage 2 LoRA (default: `1.0`)

### Prompt Settings
- `STAGE1_PROMPT`: Prompt used for inference (default: "Convert anime character to base body structure")
- `STAGE2_PROMPT`: Not used in current implementation (reserved for future use)

## Usage

1. Upload an anime character image
2. Click "Generate"
3. View the result with all LoRAs applied simultaneously

---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference