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---
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base_model: []
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library_name: transformers
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tags:
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- mergekit
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- merge
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---
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# NemoRemix-v4.0-12B
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the della_linear merge method using F:\mergekit\mistralaiMistral-Nemo-Base-2407 as a base.
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### Models Merged
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The following models were included in the merge:
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* F:\mergekit\mistralaiMistral-Nemo-Instruct-2407
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* F:\mergekit\Gryphe_Pantheon-RP-1.5-12b-Nemo
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* F:\mergekit\shuttleai_shuttle-2.5-mini
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* F:\mergekit\Sao10K_MN-12B-Lyra-v1
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* F:\mergekit\anthracite-org_magnum-12b-v2
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: F:\mergekit\Gryphe_Pantheon-RP-1.5-12b-Nemo
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parameters:
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weight: 0.1
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density: 0.3
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- model: F:\mergekit\mistralaiMistral-Nemo-Instruct-2407
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parameters:
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weight: 0.12
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density: 0.4
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- model: F:\mergekit\Sao10K_MN-12B-Lyra-v1
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parameters:
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weight: 0.2
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density: 0.5
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- model: F:\mergekit\shuttleai_shuttle-2.5-mini
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parameters:
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weight: 0.25
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density: 0.6
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- model: F:\mergekit\anthracite-org_magnum-12b-v2
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parameters:
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weight: 0.33
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density: 0.8
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merge_method: della_linear
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base_model: F:\mergekit\mistralaiMistral-Nemo-Base-2407
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parameters:
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epsilon: 0.05
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lambda: 1
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dtype: bfloat16
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```
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