mradermacher
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README.md
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static quants of https://huggingface.co/SteelStorage/Umbra-v3-MoE-4x11b
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<!-- provided-files -->
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weighted/imatrix quants
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## Usage
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_S.gguf) | Q3_K_S | 15.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_M.gguf) | Q3_K_M | 17.4 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_L.gguf) | Q3_K_L | 18.8 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q4_K_S.gguf) | Q4_K_S | 20.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q6_K.gguf) | Q6_K | 29.7 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q8_0.gguf) | Q8_0 | 38.5 | fast, best quality |
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static quants of https://huggingface.co/SteelStorage/Umbra-v3-MoE-4x11b
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<!-- provided-files -->
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weighted/imatrix quants are available at https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF
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## Usage
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_S.gguf) | Q3_K_S | 15.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_M.gguf) | Q3_K_M | 17.4 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q3_K_L.gguf) | Q3_K_L | 18.8 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.IQ4_XS.gguf) | IQ4_XS | 19.6 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q4_K_S.gguf) | Q4_K_S | 20.6 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q4_K_M.gguf) | Q4_K_M | 21.9 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q5_K_S.gguf) | Q5_K_S | 24.9 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q5_K_M.gguf) | Q5_K_M | 25.7 | |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q6_K.gguf) | Q6_K | 29.7 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF/resolve/main/Umbra-v3-MoE-4x11b.Q8_0.gguf) | Q8_0 | 38.5 | fast, best quality |
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