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README.md
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---
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license: cc-by-4.0
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---
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# MIID Model Test Results
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Face image variation generation benchmark results on 11 seed faces.
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## Models Tested
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| Model | Precision | Avg Time/Image | Total Images | Status |
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|-------|-----------|----------------|--------------|--------|
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| flux_klein (FLUX.1-schnell) | BF16 | 93.2s | 66/66 | ✅ Complete |
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| pulid_flux2 (FLUX.2-klein-4B) | BF16 | 91.8s | 66/66 | ✅ Complete |
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| flux_kontext (FLUX.1-Kontext-dev) | FP16 | 172.8s | 66/66 | ✅ Complete |
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| **pulid (FLUX.1-Kontext-dev)** | **BF16** | **955s** | **66/66** | **✅ Complete** |
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## Test Configuration
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- **Seeds**: 11 reference face images
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- **Variations per seed**: 6 types
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1. background_in
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2. background_out
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3. lighting_edit+expression_edit
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4. lighting_edit+pose_edit
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5. pose_edit+expression_edit
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6. screen_replay
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- **Total per model**: 66 images
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- **Hardware**: RTX 3090 (24GB VRAM)
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## Files
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- `all_models_results.tar.gz` - All results from first 3 models
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- `pulid_results.tar.gz` - pulid model results
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- `results_metadata.json` - Metadata for all models
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- `pulid_metadata.json` - Metadata for pulid model
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Last updated: $(date -u +"%Y-%m-%d %H:%M:%S UTC")
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