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---
base_model:
- Gryphe/Pantheon-RP-1.6.1-12b-Nemo
- anthracite-org/magnum-v2.5-12b-kto
- intervitens/mini-magnum-12b-v1.1
- anthracite-org/magnum-v4-12b
- grimjim/mistralai-Mistral-Nemo-Instruct-2407
- TheDrummer/Rocinante-12B-v1.1
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 [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1) as a base.
### Models Merged
The following models were included in the merge:
* [Gryphe/Pantheon-RP-1.6.1-12b-Nemo](https://huggingface.co/Gryphe/Pantheon-RP-1.6.1-12b-Nemo)
* [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto)
* [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b)
* [grimjim/mistralai-Mistral-Nemo-Instruct-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407)
* [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
parameters:
weight: 0.15
density: 0.5
- model: Gryphe/Pantheon-RP-1.6.1-12b-Nemo
parameters:
weight: 0.18
density: 0.6
- model: TheDrummer/Rocinante-12B-v1.1
parameters:
weight: 0.22
density: 0.7
- model: anthracite-org/magnum-v4-12b
parameters:
weight: 0.25
density: 0.8
- model: anthracite-org/magnum-v2.5-12b-kto
parameters:
weight: 0.20
density: 0.75
merge_method: della_linear
base_model: intervitens/mini-magnum-12b-v1.1
parameters:
epsilon: 0.01
lambda: 0.8
dtype: bfloat16
tokenizer_source: base
```
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