Create README.md

README.md

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+---
+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
+---