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---
base_model:
- TheDrummer/Rocinante-12B-v1.1
- MarinaraSpaghetti/NemoMix-Unleashed-12B
- anthracite-org/magnum-v4-12b
- nbeerbower/Lyra4-Gutenberg-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 della_linear merge method using [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1) as a base.
### Models Merged
The following models were included in the merge:
* [MarinaraSpaghetti/NemoMix-Unleashed-12B](https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B)
* [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b)
* [nbeerbower/Lyra4-Gutenberg-12B](https://huggingface.co/nbeerbower/Lyra4-Gutenberg-12B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: TheDrummer/Rocinante-12B-v1.1
dtype: bfloat16
merge_method: della_linear
parameters:
epsilon: 0.05
int8_mask: 1.0
lambda: 0.8
slices:
- sources:
- layer_range: [0, 40]
model: anthracite-org/magnum-v4-12b
parameters:
density: 0.7
weight: 0.20
- layer_range: [0, 40]
model: nbeerbower/Lyra4-Gutenberg-12B
parameters:
density: 0.7
weight: 0.25
- layer_range: [0, 40]
model: MarinaraSpaghetti/NemoMix-Unleashed-12B
parameters:
density: 0.4
weight: 0.15
- layer_range: [0, 40]
model: TheDrummer/Rocinante-12B-v1.1
parameters:
density: 0.5
weight: 0.4
```
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