Create README.md

README.md

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+---
+pipeline_tag: text-to-image
+tags:
+- Flux1
+- SVDQaunt
+- SVDQ
+- Quantization
+language:
+- en
+base_model_relation: quantized
+library_name: diffusers
+---
+
+This repository contains Nunchaku-quantized (SVDQ) versions of [Jib Mix Flux](https://civitai.com/models/686814/jib-mix-flux), a text-to-image model based on Flux.1-Dev by [J1B](https://civitai.com/user/J1B)
+
+If you like the model, please consider liking, reviewing and tipping the creator. 
+
+Model Files
+- [svdq-int4_r32-Jib-Mix-Flux-V12.safetensors](#): SVDQuant INT4 (rank 32) Jib Mix Flux V12 model. For users with non-Blackwell GPUs (pre-50-series).
+- [svdq-fp4_r32-Jib-Mix-Flux-V12.safetensors](#): SVDQuant NVFP4 (rank 32) Jib Mix Flux V12 model. 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              |
+|----------------------------|-----------|-----------|--------------------|-----------------|----------------------|-------------------|
+| Jib Flux Mix V12 (25 steps)| BF16      | --        | 170.37             | 0.946           | --                   | --                |
+|                            | INT W4A4  | SVDQ      | 135.50             | 0.795           | 0.255                | 20.64             |
+|                            | NVFP4     | SVDQ      | 134.19             | 0.849           | 0.219                | 21.30             |
+
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