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  ## Quantized GGUF Models
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  | Name | Quant method | Bits | Size | Use case |
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  | ---- | ---- | ---- | ---- | ----- |
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  | [v2-1_768-nonema-pruned-Q4_0.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q4_0.gguf) | Q4_0 | 2 | 1.70 GB | |
 
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  ## Quantized GGUF Models
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+ Using formats of different precisions will yield results of varying quality.
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+ | f32 | f16 |q8_0 |q5_0 |q5_1 |q4_0 |q4_1 |
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+ | ---- |---- |---- |---- |---- |---- |---- |
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+ | ![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/f32.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/f16.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q8_0.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q5_0.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q5_1.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q4_0.png?raw=true) |![](https://github.com/leejet/stable-diffusion.cpp/blob/master/assets/q4_1.png?raw=true) |
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  | Name | Quant method | Bits | Size | Use case |
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  | ---- | ---- | ---- | ---- | ----- |
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  | [v2-1_768-nonema-pruned-Q4_0.gguf](https://huggingface.co/second-state/stable-diffusion-2-1-GGUF/blob/main/v2-1_768-nonema-pruned-Q4_0.gguf) | Q4_0 | 2 | 1.70 GB | |