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@@ -48,13 +48,12 @@ This repository contains Nunchaku-quantized versions of [FLUX.1-Depth-dev](https
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  - [`svdq-int4_r32-flux.1-depth-dev.safetensors`](./svdq-int4_r32-flux.1-depth-dev.safetensors): SVDQuant quantized INT4 FLUX.1-Depth-dev model. For users with non-Blackwell GPUs (pre-50-series).
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  - [`svdq-fp4_r32-flux.1-depth-dev.safetensors`](./svdq-fp4_r32-flux.1-depth-dev.safetensors): SVDQuant quantized NVFP4 FLUX.1-Depth-dev model. For users with Blackwell GPUs (50-series).
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  ### Model Sources
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  - **Inference Engine:** [nunchaku](https://github.com/nunchaku-tech/nunchaku)
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  - **Quantization Library:** [deepcompressor](https://github.com/nunchaku-tech/deepcompressor)
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  - **Paper:** [SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models](http://arxiv.org/abs/2411.05007)
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- - **Demo:** [svdquant.mit.edu](https://svdquant.mit.edu)
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  ## Usage
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  - [`svdq-int4_r32-flux.1-depth-dev.safetensors`](./svdq-int4_r32-flux.1-depth-dev.safetensors): SVDQuant quantized INT4 FLUX.1-Depth-dev model. For users with non-Blackwell GPUs (pre-50-series).
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  - [`svdq-fp4_r32-flux.1-depth-dev.safetensors`](./svdq-fp4_r32-flux.1-depth-dev.safetensors): SVDQuant quantized NVFP4 FLUX.1-Depth-dev model. For users with Blackwell GPUs (50-series).
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  ### Model Sources
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  - **Inference Engine:** [nunchaku](https://github.com/nunchaku-tech/nunchaku)
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  - **Quantization Library:** [deepcompressor](https://github.com/nunchaku-tech/deepcompressor)
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  - **Paper:** [SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models](http://arxiv.org/abs/2411.05007)
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+ - **Demo:** [demo.nunchaku.tech](https://demo.nunchaku.tech)
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  ## Usage
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