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auto-patch README.md

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  1. README.md +1 -2
README.md CHANGED
@@ -36,7 +36,7 @@ more details, including on how to concatenate multi-part files.
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q3_K_L.gguf) | Q3_K_L | 21.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.IQ4_XS.gguf) | IQ4_XS | 22.0 | |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q4_0.gguf) | Q4_0 | 22.9 | fast, low quality |
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- | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.IQ4_NL.gguf) | IQ4_NL | 23.1 | slightly worse than Q4_K_S |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q4_K_S.gguf) | Q4_K_S | 23.1 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q4_K_M.gguf) | Q4_K_M | 24.3 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q5_K_S.gguf) | Q5_K_S | 27.4 | |
@@ -44,7 +44,6 @@ more details, including on how to concatenate multi-part files.
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q6_K.gguf) | Q6_K | 32.2 | very good quality |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q8_0.gguf) | Q8_0 | 41.0 | fast, best quality |
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-
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  Here is a handy graph by ikawrakow comparing some lower-quality quant
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  types (lower is better):
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q3_K_L.gguf) | Q3_K_L | 21.6 | |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.IQ4_XS.gguf) | IQ4_XS | 22.0 | |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q4_0.gguf) | Q4_0 | 22.9 | fast, low quality |
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+ | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.IQ4_NL.gguf) | IQ4_NL | 23.1 | prefer IQ4_XS |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q4_K_S.gguf) | Q4_K_S | 23.1 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q4_K_M.gguf) | Q4_K_M | 24.3 | fast, recommended |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q5_K_S.gguf) | Q5_K_S | 27.4 | |
 
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q6_K.gguf) | Q6_K | 32.2 | very good quality |
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  | [GGUF](https://huggingface.co/mradermacher/JuliusCesar-72B-BeyonderV.0-GGUF/resolve/main/JuliusCesar-72B-BeyonderV.0.Q8_0.gguf) | Q8_0 | 41.0 | fast, best quality |
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  Here is a handy graph by ikawrakow comparing some lower-quality quant
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  types (lower is better):
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