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- weighted/imatrix quants of https://huggingface.co/Steelskull/Umbra-v3-MoE-4x11b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model:
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+ - Himitsui/Kaiju-11B
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+ - Sao10K/Fimbulvetr-11B-v2
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+ - decapoda-research/Antares-11b-v2
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+ - beberik/Nyxene-v3-11B
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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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+ - frankenmoe
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+ - merge
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+ - mergekit
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+ - Himitsui/Kaiju-11B
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+ - Sao10K/Fimbulvetr-11B-v2
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+ - decapoda-research/Antares-11b-v2
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+ - beberik/Nyxene-v3-11B
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+ ---
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+ ## About
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+
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+ weighted/imatrix quants of https://huggingface.co/Steelskull/Umbra-v3-MoE-4x11b
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+
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+ <!-- provided-files -->
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+ static quants are available at https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-GGUF
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+ ## Usage
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+
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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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+
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+ ## Provided Quants
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+
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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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+
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+ | Link | Type | Size/GB | Notes |
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+ |:-----|:-----|--------:|:------|
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+ | [GGUF](https://huggingface.co/mradermacher/Umbra-v3-MoE-4x11b-i1-GGUF/resolve/main/Umbra-v3-MoE-4x11b.i1-IQ2_M.gguf) | i1-IQ2_M | 12.2 | |
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+
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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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+
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+ ![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
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+
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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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+
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+ <!-- end -->