---
base_model:
- LatitudeGames/Wayfarer-12B
- nbeerbower/mistral-nemo-wissenschaft-12B
- jtatman/mistral_nemo_12b_reasoning_psychology_lora
- mergekit-community/MN-Sappho-g2-12B
- mistralai/Mistral-Nemo-Instruct-2407
- mergekit-community/MN-Sappho-e-12B
- mistralai/Mistral-Nemo-Base-2407
- inflatebot/MN-12B-Mag-Mell-R1
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](https://arxiv.org/abs/2406.11617) merge method using [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) as a base.

### Models Merged

The following models were included in the merge:
* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B)
* [nbeerbower/mistral-nemo-wissenschaft-12B](https://huggingface.co/nbeerbower/mistral-nemo-wissenschaft-12B) + [jtatman/mistral_nemo_12b_reasoning_psychology_lora](https://huggingface.co/jtatman/mistral_nemo_12b_reasoning_psychology_lora)
* [mergekit-community/MN-Sappho-g2-12B](https://huggingface.co/mergekit-community/MN-Sappho-g2-12B)
* [mergekit-community/MN-Sappho-e-12B](https://huggingface.co/mergekit-community/MN-Sappho-e-12B)
* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: bfloat16
out_dtype: bfloat16
merge_method: della
base_model: mistralai/Mistral-Nemo-Instruct-2407
models:
  - model: mergekit-community/MN-Sappho-e-12B
    parameters:
      weight: 1.2
  - model: mergekit-community/MN-Sappho-g2-12B
    parameters:
      weight: 0.9
  - model: inflatebot/MN-12B-Mag-Mell-R1
    parameters:
      weight: 1
  - model: LatitudeGames/Wayfarer-12B
    parameters:
      weight: 1.1
  - model: nbeerbower/mistral-nemo-wissenschaft-12B+jtatman/mistral_nemo_12b_reasoning_psychology_lora
    parameters:
      weight: 1.1
  - model: mistralai/Mistral-Nemo-Base-2407
    parameters:
      weight: 1.2
parameters:
  lambda: 1.25
  density: 0.5
  epsilon: 0.25
tokenizer:
  source: mergekit-community/MN-Sappho-e-12B

```