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---
base_model:
- anthracite-org/magnum-12b-v2
- Sao10K/MN-12B-Lyra-v2a1
- cognitivecomputations/dolphin-2.9.3-mistral-nemo-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 linear [DARE](https://arxiv.org/abs/2311.03099) merge method using [Sao10K/MN-12B-Lyra-v2a1](https://huggingface.co/Sao10K/MN-12B-Lyra-v2a1) as a base.
### Models Merged
The following models were included in the merge:
* [anthracite-org/magnum-12b-v2](https://huggingface.co/anthracite-org/magnum-12b-v2)
* [cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b](https://huggingface.co/cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: Sao10K/MN-12B-Lyra-v2a1
parameters:
weight: 0.30
density: 0.95
- model: anthracite-org/magnum-12b-v2
parameters:
weight: 0.35
density: 0.90
- model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
parameters:
weight: 0.25
density: 0.45
merge_method: dare_linear
base_model: Sao10K/MN-12B-Lyra-v2a1
parameters:
int8_mask: true
epsilon: 0.05
dtype: bfloat16
```
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