Add FLUX.1-dev model attribution and improve project documentation

- Add proper attribution section with links to FLUX.1 [pro], license, blog, and model
- Enhance CLAUDE.md with detailed code architecture and key function references

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <[email protected]>

CLAUDE.md

@@ -31,4 +31,17 @@ The app is automatically deployed to Hugging Face Spaces with ZeroGPU. Changes t
 - Model runs in **bfloat16** precision for optimal performance on H200 GPUs
 - Output resolution is **1024x1024** pixels
 - Optimal parameters: 28 inference steps, guidance scale 3.5
-- Prompt enhancement automatically adds Picasso-style descriptors
+- Prompt enhancement automatically adds Picasso-style descriptors
+
+## Code Architecture
+
+### Core Components
+- **Model Loading**: `load_model()` function initializes FLUX.1-dev pipeline with bfloat16 precision
+- **Image Generation**: `generate_image()` function handles prompt enhancement and image generation with configurable parameters
+- **UI Interface**: Gradio Blocks layout with prompt input, parameter sliders, and example buttons
+- **Example System**: Pre-defined example prompts accessible through vertical button layout
+
+### Key Functions
+- `load_model()` (app.py:9): Loads and configures the FLUX.1-dev pipeline
+- `generate_image()` (app.py:27): Main generation function with Picasso-style prompt enhancement
+- Example setter functions (app.py:88-97): Populate prompt input with predefined examples

app.py

@@ -115,6 +115,14 @@ with gr.Blocks(title="🎨 FLUX.1-dev-Picasso") as demo:
         inputs=[prompt_input, steps_slider, guidance_slider],
         outputs=[output_image, output_text]
     )
+    
+    # Attribution section
+    gr.Markdown("""
+    ---
+    **Model Attribution:**  
+    12B param rectified flow transformer guidance-distilled from [FLUX.1 [pro]](https://huggingface.co/black-forest-labs/FLUX.1-pro)  
+    [[non-commercial license]](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md) [[blog]](https://blackforestlabs.ai/announcing-black-forest-labs/) [[model]](https://huggingface.co/black-forest-labs/FLUX.1-dev)
+    """)
 
 if __name__ == "__main__":
     demo.launch()