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---

base_model: []
library_name: transformers
tags:
- mergekit
- merge

---

# NemoRemix-v4.0-12B

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 F:\mergekit\mistralaiMistral-Nemo-Base-2407 as a base.



### Models Merged



The following models were included in the merge:

* F:\mergekit\mistralaiMistral-Nemo-Instruct-2407

* F:\mergekit\Gryphe_Pantheon-RP-1.5-12b-Nemo
* F:\mergekit\shuttleai_shuttle-2.5-mini

* F:\mergekit\Sao10K_MN-12B-Lyra-v1
* F:\mergekit\anthracite-org_magnum-12b-v2



### Configuration



The following YAML configuration was used to produce this model:



```yaml

models:

  - model: F:\mergekit\Gryphe_Pantheon-RP-1.5-12b-Nemo
    parameters:

      weight: 0.1

      density: 0.3

  - model: F:\mergekit\mistralaiMistral-Nemo-Instruct-2407

    parameters:

      weight: 0.12

      density: 0.4

  - model: F:\mergekit\Sao10K_MN-12B-Lyra-v1

    parameters:

      weight: 0.2

      density: 0.5

  - model: F:\mergekit\shuttleai_shuttle-2.5-mini

    parameters:

      weight: 0.25

      density: 0.6

  - model: F:\mergekit\anthracite-org_magnum-12b-v2

    parameters:

      weight: 0.33

      density: 0.8

merge_method: della_linear

base_model: F:\mergekit\mistralaiMistral-Nemo-Base-2407

parameters:

  epsilon: 0.05

  lambda: 1

dtype: bfloat16

```