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--- |
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language: |
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- en |
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library_name: transformers |
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license: apache-2.0 |
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quantized_by: mradermacher |
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tags: |
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- moe |
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- merge |
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- mergekit |
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- Solar Moe |
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- Solar |
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- Umbra |
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--- |
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## About |
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weighted/imatrix quants of https://huggingface.co./Steelskull/Umbra-v2.1-MoE-4x10.7 |
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<!-- provided-files --> |
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static quants are available at https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-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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READMEs](https://huggingface.co./TheBloke/KafkaLM-70B-German-V0.1-GGUF) for |
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more details, including on how to concatenate multi-part files. |
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## Provided Quants |
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(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) |
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| Link | Type | Size/GB | Notes | |
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|:-----|:-----|--------:|:------| |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ1_S.gguf) | i1-IQ1_S | 7.7 | for the desperate | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.8 | | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.9 | | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ2_S.gguf) | i1-IQ2_S | 11.1 | | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ2_M.gguf) | i1-IQ2_M | 12.2 | | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-Q2_K.gguf) | i1-Q2_K | 13.4 | IQ3_XXS probably better | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 14.2 | fast, lower quality | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ3_XS.gguf) | i1-IQ3_XS | 14.9 | | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-Q3_K_S.gguf) | i1-Q3_K_S | 15.8 | IQ3_XS probably better | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ3_S.gguf) | i1-IQ3_S | 15.8 | fast, beats Q3_K* | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-IQ3_M.gguf) | i1-IQ3_M | 16.1 | | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.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-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.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-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-Q4_K_S.gguf) | i1-Q4_K_S | 20.8 | optimal size/speed/quality | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-Q4_K_M.gguf) | i1-Q4_K_M | 22.1 | fast, medium quality | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-Q5_K_S.gguf) | i1-Q5_K_S | 25.1 | | |
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| [GGUF](https://huggingface.co./mradermacher/Umbra-v2.1-MoE-4x10.7-i1-GGUF/resolve/main/Umbra-v2.1-MoE-4x10.7.i1-Q5_K_M.gguf) | i1-Q5_K_M | 25.9 | | |
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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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And here are Artefact2's thoughts on the matter: |
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https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 |
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