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README.md
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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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## 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-IQ2_M.gguf) | i1-IQ2_M | 12.2 | |
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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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![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
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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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<!-- end -->
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