---
base_model:
- nbeerbower/Mistral-Nemo-Prism-12B
- inflatebot/MN-12B-Mag-Mell-R1
- grimjim/magnum-consolidatum-v1-12b
- grimjim/mistralai-Mistral-Nemo-Base-2407
- grimjim/mistralai-Mistral-Nemo-Instruct-2407
- Delta-Vector/Rei-V2-12B
- grimjim/magnum-twilight-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 [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/mistralai-Mistral-Nemo-Base-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Base-2407) as a base.

### Models Merged

The following models were included in the merge:
* [nbeerbower/Mistral-Nemo-Prism-12B](https://huggingface.co/nbeerbower/Mistral-Nemo-Prism-12B)
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
* [grimjim/magnum-consolidatum-v1-12b](https://huggingface.co/grimjim/magnum-consolidatum-v1-12b)
* [grimjim/mistralai-Mistral-Nemo-Instruct-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407)
* [Delta-Vector/Rei-V2-12B](https://huggingface.co/Delta-Vector/Rei-V2-12B)
* [grimjim/magnum-twilight-12b](https://huggingface.co/grimjim/magnum-twilight-12b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/mistralai-Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.875
  - model: grimjim/magnum-consolidatum-v1-12b
    parameters:
      weight: 0.015625
  - model: grimjim/magnum-twilight-12b
    parameters:
      weight: 0.001953125
  - model: nbeerbower/Mistral-Nemo-Prism-12B
    parameters:
      weight: 0.0625
  - model: Delta-Vector/Rei-V2-12B
    parameters:
      weight: .00390625
  - model: inflatebot/MN-12B-Mag-Mell-R1
    parameters:
      weight: .00390625
```