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@@ -19,8 +19,7 @@ pipeline_tag: text-to-image
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  `Silan10/flux_quantized_bitsandbytes` is an **8-bit quantized version** of the
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  [`black-forest-labs/FLUX.1-dev`](https://huggingface.co/black-forest-labs/FLUX.1-dev)
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  text-to-image model. In this version, the **`transformer`**, **`text_encoder`** and
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- **`text_encoder_2`** components have been quantized to 8-bit precision using
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- [bitsandbytes](https://github.com/TimDettmers/bitsandbytes).
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  Bitsandbytes quantization uses **8-bit integer
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  representation** with dynamic scaling factors. This provides substantial memory savings while maintaining high image quality through
 
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  `Silan10/flux_quantized_bitsandbytes` is an **8-bit quantized version** of the
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  [`black-forest-labs/FLUX.1-dev`](https://huggingface.co/black-forest-labs/FLUX.1-dev)
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  text-to-image model. In this version, the **`transformer`**, **`text_encoder`** and
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+ **`text_encoder_2`** components have been quantized to 8-bit precision using bitsandbytes.
 
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  Bitsandbytes quantization uses **8-bit integer
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  representation** with dynamic scaling factors. This provides substantial memory savings while maintaining high image quality through