---
license: apache-2.0
language:
- en
base_model:
- black-forest-labs/FLUX.1-dev
pipeline_tag: text-to-image
tags:
- lora
- flux
- flux-dev
- realism
- character
- portrait
library_name: diffusers
---
## LORA FLUX.1-dev example

Lora for [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev)

**ohwx woman** trigger word required

## 🌟 About FlyMy.AI

Agentic Infra for GenAI. FlyMy.AI is a B2B infrastructure for building and running GenAI Media agents.

**🔗 Useful Links:**
- 🌐 [Official Website](https://flymy.ai)
- 📚 [Documentation](https://docs.flymy.ai/intro)
- 💬 [Discord Community](https://discord.com/invite/t6hPBpSebw)
- 🤗 [LoRA Training Repository](https://github.com/FlyMyAI/flymyai-lora-trainer)
- 🐦 [X (Twitter)](https://x.com/flymyai)
- 💼 [LinkedIn](https://linkedin.com/company/flymyai)
- 📺 [YouTube](https://youtube.com/@flymyai)
- 📸 [Instagram](https://www.instagram.com/flymy_ai)

# 🧪 Usage
---
### 🔧 Initialization

```python
from diffusers import DiffusionPipeline
import torch

model_name = "black-forest-labs/FLUX.1-dev"

# Load the pipeline
if torch.cuda.is_available():
    torch_dtype = torch.bfloat16
    device = "cuda"
else:
    torch_dtype = torch.float32
    device = "cpu"

pipe = DiffusionPipeline.from_pretrained(model_name, torch_dtype=torch_dtype)
pipe = pipe.to(device)
```

### 🔌 Load LoRA Weights

```python
# Load LoRA weights
pipe.load_lora_weights('flux_anne_hathaway.safetensors', adapter_name="lora")
```

### 🎨 Generate Image with lora trained on person

```python
prompt = '''Portrait of ohwx woman, professional headshot, studio lighting, elegant pose, looking at camera, soft shadows, high quality, detailed facial features, cinematic lighting, 85mm lens, shallow depth of field'''
negative_prompt = "blurry, low quality, distorted, bad anatomy"
image = pipe(
    prompt=prompt,
    negative_prompt=negative_prompt,
    width=1024,
    height=1024,
    num_inference_steps=30,
    guidance_scale=3.5,
    generator=torch.Generator(device="cuda").manual_seed(346346)
)

# Display the image (in Jupyter or save to file)
image.show()
# or
image.save("output.png")
```

### 🖼️ Sample Output

![Sample Output](./assets/flux_anne_hathaway.png)

## 🎛️ Using with ComfyUI

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:

### Setup Instructions

1. **Download the latest ComfyUI**:
   - Visit the [ComfyUI GitHub repository](https://github.com/comfyanonymous/ComfyUI)
   - Clone or download the latest version

2. **Install ComfyUI**:
   - Follow the installation instructions from the [ComfyUI repository](https://github.com/comfyanonymous/ComfyUI?tab=readme-ov-file#installing)
   - Make sure all dependencies are properly installed

3. **Download FLUX.1-dev model weights**:
   - Go to [FLUX.1-dev model](https://huggingface.co/black-forest-labs/FLUX.1-dev)
   - Download all the model files

4. **Place FLUX.1-dev weights in ComfyUI**:
   - Copy the downloaded FLUX.1-dev model files to the appropriate folders in `ComfyUI/models/`
   - Follow the folder structure as specified in the model repository

5. **Download our pre-trained LoRA weights**:
   - Visit [flymy-ai/flux-anne-hathaway-lora](https://huggingface.co/flymy-ai/flux-anne-hathaway-lora)
   - Download the LoRA `.safetensors` files

6. **Place LoRA weights in ComfyUI**:
   - Copy the LoRA file `flymy-ai/flux-anne-hathaway-lora/pytorch_lora_weights.safetensors` to `ComfyUI/models/loras/`

7. **Load the workflow**:
   - Open ComfyUI in your browser
   - Load the workflow file `flux_anne_hathaway_lora_example.json` located in this repository
   - The workflow is pre-configured to work with our LoRA models

### Workflow Features

- ✅ Pre-configured for FLUX.1-dev + LoRA inference
- ✅ Optimized settings for best quality output
- ✅ Easy prompt and parameter adjustment
- ✅ Compatible with all our trained LoRA models

The ComfyUI workflow provides a user-friendly interface for generating images with our trained LoRA models without needing to write Python code.

### 🖼️ Workflow Screenshot

![ComfyUI Workflow](./assets/comfyui_workflow.png)

## 🎨 Generation Examples

Below are examples of images generated with our Anne Hathaway LoRA model:

### Casual Portrait Selfie
**Prompt**: *"ohwx woman portrait selfie"*

![Casual Portrait Selfie](./assets/1.png)

### Artistic Double Exposure
**Prompt**: *"ohwx woman perfectly symmetrical young female face close-up, presented with double exposure overlay blending nature textures like leaves and water"*

![Artistic Double Exposure](./assets/2.png)

### Golden Hour Macro Portrait
**Prompt**: *"ohwx woman Macro photography style close-up of female face with light makeup, focused on eyes and lips, illuminated by golden hour sunlight for warm tones"*

![Golden Hour Macro Portrait](./assets/3.png)

### Cozy Portrait with Panda
**Prompt**: *"Close-up of ohwx woman in brown knitted turtleneck sweater. Sitting with big black and white panda, hugging it, looking at camera"*

![Cozy Portrait with Panda](./assets/4.png)

## 🚀 Try it Online

Test this LoRA model directly in your browser:
- 🌐 [Try on FlyMy.AI Platform](https://app.flymy.ai/models/flymyai/flux-lora-trainer-fast)

## 🤝 Support

If you have questions or suggestions, join our community:
- 🌐 [FlyMy.AI](https://flymy.ai)
- 📚 [Documentation](https://docs.flymy.ai)
- 💻 [GitHub](https://github.com/flymy-ai)
- 💬 [Discord Community](https://discord.com/invite/t6hPBpSebw)
- 🐦 [Follow us on X](https://x.com/flymyai)
- 💼 [Connect on LinkedIn](https://linkedin.com/company/flymyai)
- 📧 [Support](mailto:support@flymy.ai)

**⭐ Don't forget to star the repository if you like it!**

---
license: apache-2.0
---