Flux SVDQuants
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This repository contains Nunchaku-quantized (SVDQ) versions of CyberRealistic Flux, a text-to-image model based on Flux.1 Dev by Cyberdelia
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Model Files
- svdq-int4_r32-CyberRealistic-Flux-V2.5.safetensors: SVDQuant INT4 (rank 32) CyberRealistic Flux V2.5 model. For users with non-Blackwell GPUs (pre-50-series).
- svdq-fp4_r32-CyberRealistic-Flux-V2.5.safetensors: SVDQuant NVFP4 (rank 32) CyberRealistic Flux V2.5. For users with Blackwell GPUs (50-series).
Quality Evaluation
Below is the quality and similarity evaluated with 256 samples from MJHQ-30K dataset. (BF16 is the unqauntized model. INT W4A4 is INT4 and NVFP4 is FP4)
| Model | Precision | Method | FID | IR | LPIPS | PSNR |
|---|---|---|---|---|---|---|
| CyberRealistic-Flux-V2.5 | BF16 | -- | 173.06 | 0.909 | -- | -- |
| (30 Steps) | INT W4A4 | SVDQ | 173.07 | 0.902 | 0.215 | 21.04 |
| NVFP4 | SVDQ | 173.54 | 0.901 | 0.222 | 20.55 |
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