---
base_model:
- DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
- mistralai/Mistral-Nemo-Base-2407
- mistralai/Mistral-Nemo-Instruct-2407
- redrix/sororicide-12B-Farer-Mell-Unslop
- mergekit-community/MN-Chthonia-12B
- yamatazen/EtherealAurora-12B-v2
- mergekit-community/MN-Anathema-12B
- mergekit-community/MN-Ephemeros-12B
- jtatman/mistral_nemo_12b_reasoning_psychology_lora
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 [Model Stock](https://arxiv.org/abs/2403.19522) 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:
* [DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS](https://huggingface.co/DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS)
* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
* [redrix/sororicide-12B-Farer-Mell-Unslop](https://huggingface.co/redrix/sororicide-12B-Farer-Mell-Unslop)
* [mergekit-community/MN-Chthonia-12B](https://huggingface.co/mergekit-community/MN-Chthonia-12B)
* [yamatazen/EtherealAurora-12B-v2](https://huggingface.co/yamatazen/EtherealAurora-12B-v2)
* [mergekit-community/MN-Anathema-12B](https://huggingface.co/mergekit-community/MN-Anathema-12B)
* [mergekit-community/MN-Ephemeros-12B](https://huggingface.co/mergekit-community/MN-Ephemeros-12B) + [jtatman/mistral_nemo_12b_reasoning_psychology_lora](https://huggingface.co/jtatman/mistral_nemo_12b_reasoning_psychology_lora)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float32
out_dtype: bfloat16
merge_method: model_stock
base_model: mistralai/Mistral-Nemo-Instruct-2407
models:
  - model: DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
  - model: mergekit-community/MN-Anathema-12B
  - model: mergekit-community/MN-Chthonia-12B
  - model: mergekit-community/MN-Ephemeros-12B+jtatman/mistral_nemo_12b_reasoning_psychology_lora
    parameters:
      weight: 0.7
  - model: mistralai/Mistral-Nemo-Base-2407
    parameters:
      weight: 0.5
  - model: redrix/sororicide-12B-Farer-Mell-Unslop
  - model: yamatazen/EtherealAurora-12B-v2
    parameters:
      weight: 1.4

tokenizer:
  source: union
  tokens:
    "<|im_start|>":
      source: yamatazen/EtherealAurora-12B-v2
    "<|im_end|>":
      source: yamatazen/EtherealAurora-12B-v2
    "[INST]":
      source: mistralai/Mistral-Nemo-Instruct-2407
    "[/INST]":
      source: mistralai/Mistral-Nemo-Instruct-2407
      
chat_template: chatml
```