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---
base_model:
- anthracite-org/magnum-v2.5-12b-kto
- VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
- NeverSleep/Lumimaid-v0.2-12B
library_name: transformers
tags:
- mergekit
- merge
---
# merge
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
### Merge Method
This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto) as a base.
### Models Merged
The following models were included in the merge:
* [VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct](https://huggingface.co/VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct)
* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: anthracite-org/magnum-v2.5-12b-kto
#no parameters necessary for base model
- model: VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
parameters:
density: 0.5
weight: 0.5
- model: NeverSleep/Lumimaid-v0.2-12B
parameters:
density: 0.5
weight: 0.5
merge_method: dare_ties
base_model: anthracite-org/magnum-v2.5-12b-kto
parameters:
normalize: false
int8_mask: true
dtype: float16
```
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