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@@ -50,13 +50,12 @@ This repository contains Nunchaku-quantized versions of [FLUX.1-Kontext-dev](htt
 - [`svdq-int4_r32-flux.1-kontext-dev.safetensors`](./svdq-int4_r32-flux.1-kontext-dev.safetensors): SVDQuant quantized INT4 FLUX.1-Kontext-dev model. For users with non-Blackwell GPUs (pre-50-series).
 - [`svdq-fp4_r32-flux.1-kontext-dev.safetensors`](./svdq-fp4_r32-flux.1-kontext-dev.safetensors): SVDQuant quantized NVFP4 FLUX.1-Kontext-dev model. For users with Blackwell GPUs (50-series).
 
-
 ### Model Sources
 
 - **Inference Engine:** [nunchaku](https://github.com/nunchaku-tech/nunchaku)
 - **Quantization Library:** [deepcompressor](https://github.com/nunchaku-tech/deepcompressor)
 - **Paper:** [SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models](http://arxiv.org/abs/2411.05007)
-- **Demo:** [svdquant.mit.edu](https://svdquant.mit.edu)
+- **Demo:** [demo.nunchaku.tech](https://demo.nunchaku.tech)
 
 ## Usage