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auto-patch README.md
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README.md
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@@ -45,10 +45,15 @@ more details, including on how to concatenate multi-part files.
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q2_K.gguf) | i1-Q2_K | 13.4 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 14.2 | fast, lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 14.9 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ3_S.gguf) | i1-IQ3_S | 15.8 | fast, beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ3_M.gguf) | i1-IQ3_M | 16.1 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 17.5 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 22.1 | fast, medium quality |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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| 45 |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q2_K.gguf) | i1-Q2_K | 13.4 | IQ3_XXS probably better |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 14.2 | fast, lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 14.9 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 15.8 | IQ3_XS probably better |
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| 49 |
| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ3_S.gguf) | i1-IQ3_S | 15.8 | fast, beats Q3_K* |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ3_M.gguf) | i1-IQ3_M | 16.1 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 17.5 | IQ3_S probably better |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 19.0 | IQ3_M probably better |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 20.8 | almost as good as Q4_K_M |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 22.1 | fast, medium quality |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 25.1 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 25.9 | best weighted quant |
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Here is a handy graph by ikawrakow comparing some lower-quality quant
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