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# provider-fal (fal.ai Image Generation Example)
You can run this example with:
```bash
npx promptfoo@latest init --example provider-fal
cd provider-fal
```
Demonstrates how to evaluate and compare image generation models using promptfoo.
## Setup
1. **Get your API key** from [fal.ai dashboard](https://fal.ai/dashboard/keys)
2. **Set environment variable**:
```bash
export FAL_KEY=your-fal-key-here
```
3. **Install client**:
```bash
npm install @fal-ai/client
```
4. **Run the evaluation**:
```bash
promptfoo eval
```
## What This Example Shows
- **Model comparison**: Two different fal.ai models side-by-side
- **Creative prompts**: 7 test cases with artistic styles
- **Reproducible results**: Fixed seeds for consistent outputs
- **Configuration options**: Different settings per model
## Example Output
The evaluation generates a comparison table showing:
- Model performance across different prompts
- Generated images in markdown format
- Execution time and caching behavior
## View Results
```bash
promptfoo view
```
Opens the web interface to browse generated images and compare model outputs.
## Customize the Example
Edit `promptfooconfig.yaml` to:
- Try different models from [fal.ai/models](https://fal.ai/models)
- Add your own prompts
- Adjust model parameters
- Add assertions to test output quality
- Route SDK requests through a proxy with `config.client.proxyUrl` when your environment requires it
## Documentation
- [promptfoo fal provider](https://promptfoo.dev/docs/providers/fal)
- [fal.ai models](https://fal.ai/models)
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# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
description: fal.ai image generation comparison
prompts:
- 'Create a {{quality}} image of {{subject}} with {{style}} aesthetic'
providers:
- id: fal:image:fal-ai/flux/schnell
config:
seed: 42
num_inference_steps: 4
guidance_scale: 3.5
- id: fal:image:fal-ai/flux/dev
config:
seed: 42
num_inference_steps: 28
guidance_scale: 7.5
image_size: landscape_4_3
tests:
- vars:
style: Van Gogh painting
subject: starry night over a cyberpunk city
mood: dreamy
quality: highly detailed
- vars:
style: Picasso cubist artwork
subject: robot playing chess
mood: abstract
quality: artistic
- vars:
style: Monet impressionist painting
subject: dragon flying over water lilies
mood: serene
quality: ethereal
- vars:
style: Studio Ghibli animation
subject: floating castle in the clouds
mood: whimsical
quality: cinematic
- vars:
style: cyberpunk digital art
subject: neon-lit street with flying cars
mood: futuristic
quality: ultra-realistic
- vars:
style: Renaissance masterpiece
subject: astronaut discovering alien ruins
mood: majestic
quality: museum-worthy
- vars:
style: Japanese woodblock print
subject: giant octopus attacking a spaceship
mood: dramatic
quality: traditional