Upload Anime in real life LoRA
Browse files- .gitattributes +4 -0
- README.md +155 -3
- assets/comfyui_workflow.png +3 -0
- assets/irl_lora1.jpg +3 -0
- assets/irl_lora2.jpg +3 -0
- assets/irl_lora3.jpg +3 -0
- flymy_anime_irl.safetensors +3 -0
.gitattributes
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README.md
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---
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license: apache-2.0
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---
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license: apache-2.0
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language:
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- en
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base_model:
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- Qwen/Qwen-Image
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pipeline_tag: text-to-image
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tags:
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- lora
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- qwen
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- qwen-image
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- anime
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- anime-to-real
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- style-transfer
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---
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## Anime in Real Life LoRA for Qwen-Image
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LoRA model that transforms anime-style prompts into photorealistic images for [Qwen-Image](https://huggingface.co/Qwen/Qwen-Image)
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trigger word: **"Real life Anime"**
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# 📝 Updates
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# 🧪 Usage
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## 🔧 Initialization
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```python
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from diffusers import DiffusionPipeline
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import torch
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model_name = "Qwen/Qwen-Image"
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# Load the pipeline
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if torch.cuda.is_available():
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torch_dtype = torch.bfloat16
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device = "cuda"
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else:
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torch_dtype = torch.float32
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device = "cpu"
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pipe = DiffusionPipeline.from_pretrained(model_name, torch_dtype=torch_dtype)
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pipe = pipe.to(device)
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```
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### 🔌 Load LoRA Weights
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```python
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# Load LoRA weights
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pipe.load_lora_weights('flymy_anime_irl.safetensors', adapter_name="lora")
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```
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### 🎨 Generate Anime in Real Life Images
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```python
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prompt = '''Real life Anime in a cozy kitchen, eating noodles with chopsticks, while a curious cat looks out the window.'''
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negative_prompt = " "
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image = pipe(
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prompt=prompt,
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negative_prompt=negative_prompt,
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width=1024,
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height=1024,
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num_inference_steps=50,
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true_cfg_scale=4,
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generator=torch.Generator(device="cuda").manual_seed(4633346 + 2)
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).images[0]
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# Display the image (in Jupyter or save to file)
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image.show()
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# or
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image.save("output.png")
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```
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### 🖼️ Sample Outputs
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Examples of anime characters transformed into photorealistic images:
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## 🎛️ Using with ComfyUI
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We provide a ready-to-use ComfyUI workflow that works with our trained LoRA models. Follow these steps to set up and use the workflow:
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### Setup Instructions
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1. **Download the latest ComfyUI**:
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- Visit the [ComfyUI GitHub repository](https://github.com/comfyanonymous/ComfyUI)
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- Clone or download the latest version
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2. **Install ComfyUI**:
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- Follow the installation instructions from the [ComfyUI repository](https://github.com/comfyanonymous/ComfyUI?tab=readme-ov-file#installing)
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- Make sure all dependencies are properly installed
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3. **Download Qwen-Image model weights**:
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- Go to [Qwen-Image ComfyUI weights](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/tree/main)
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- Download all the model files
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4. **Place Qwen-Image weights in ComfyUI**:
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- Copy the downloaded Qwen-Image model files to the appropriate folders in `ComfyUI/models/`
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- Follow the folder structure as specified in the model repository
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5. **Download our pre-trained LoRA weights**:
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- Visit [flymy-ai/qwen-image-lora](https://huggingface.co/flymy-ai/qwen-image-lora)
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- Download the LoRA `.safetensors` files
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6. **Place LoRA weights in ComfyUI**:
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- Copy the LoRA file `flymy-ai/qwen-image-lora/pytorch_lora_weights.safetensors` to `ComfyUI/models/loras/`
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7. **Load the workflow**:
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- Open ComfyUI in your browser
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- Load the workflow file `qwen_image_lora_example.json` located in this repository
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- The workflow is pre-configured to work with our LoRA models
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### Workflow Features
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- ✅ Pre-configured for Qwen-Image + LoRA inference
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- ✅ Optimized settings for best quality output
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- ✅ Easy prompt and parameter adjustment
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- ✅ Compatible with all our trained LoRA models
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The ComfyUI workflow provides a user-friendly interface for generating images with our trained LoRA models without needing to write Python code.
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### 🖼️ Workflow Screenshot
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## 📊 Anime to Real Life Examples
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Below are examples showing how our LoRA model transforms anime-style descriptions into photorealistic images:
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### Example 1
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### Example 2
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### Example 3
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## 🤝 Support
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If you have questions or suggestions, join our community:
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- 🌐 [FlyMy.AI](https://flymy.ai)
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- 💬 [Discord Community](https://discord.com/invite/t6hPBpSebw)
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- 🐦 [Follow us on X](https://x.com/flymyai)
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- 💼 [Connect on LinkedIn](https://linkedin.com/company/flymyai)
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- 📧 [Support](mailto:[email protected])
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**⭐ Don't forget to star the repository if you like it!**
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---
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license: apache-2.0
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---
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assets/comfyui_workflow.png
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Git LFS Details
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assets/irl_lora1.jpg
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Git LFS Details
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assets/irl_lora2.jpg
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Git LFS Details
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assets/irl_lora3.jpg
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![]() |
Git LFS Details
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flymy_anime_irl.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:581868c2392519069ee8ee4866199b1edf454752c4aba873d536685a2ee6e965
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size 47249496
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