---
base_model:
- mergekit-community/MN-Hekate-Kleidoukhos-12B
- mergekit-community/MN-Hekate-Panopaia-12B
- LatitudeGames/Wayfarer-12B
- mistralai/Mistral-Nemo-Base-2407
- nbeerbower/mistral-nemo-wissenschaft-12B
- jtatman/mistral_nemo_12b_reasoning_psychology_lora
- HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
- mergekit-community/MN-Nyx-Chthonia-12B
- nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B
- mistralai/Mistral-Nemo-Instruct-2407
- Aleteian/DarkCamelot
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:
* [mergekit-community/MN-Hekate-Kleidoukhos-12B](https://huggingface.co/mergekit-community/MN-Hekate-Kleidoukhos-12B)
* [mergekit-community/MN-Hekate-Panopaia-12B](https://huggingface.co/mergekit-community/MN-Hekate-Panopaia-12B)
* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B)
* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
* [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)
* [HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407](https://huggingface.co/HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407)
* [mergekit-community/MN-Nyx-Chthonia-12B](https://huggingface.co/mergekit-community/MN-Nyx-Chthonia-12B)
* [nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B](https://huggingface.co/nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B)
* [Aleteian/DarkCamelot](https://huggingface.co/Aleteian/DarkCamelot)

### 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: Aleteian/DarkCamelot
  - model: HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
    parameters:
      weight: [0.5, 2]
  - model: LatitudeGames/Wayfarer-12B
    parameters:
      weight: [0.5, 1.5, 0]
  - model: mergekit-community/MN-Hekate-Kleidoukhos-12B
  - model: mergekit-community/MN-Hekate-Panopaia-12B
    parameters:
      weight: 2
  - model: mergekit-community/MN-Nyx-Chthonia-12B
  - model: mistralai/Mistral-Nemo-Base-2407
    parameters:
      weight: [3, 1]
  - model: nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B
    parameters:
      weight: [0, 1, 1.5]
  - model: nbeerbower/mistral-nemo-wissenschaft-12B+jtatman/mistral_nemo_12b_reasoning_psychology_lora
    parameters:
      weight: [2, 1, 0]

tokenizer:
  source: union
  tokens:
    "[INST]":
      source: mistralai/Mistral-Nemo-Instruct-2407
      force: true
    "[/INST]":
      source: mistralai/Mistral-Nemo-Instruct-2407
      force: true
    "<|im_start|>":
      source: mergekit-community/MN-Nyx-Chthonia-12B
      force: true
    "<|im_end|>":
      source: mergekit-community/MN-Nyx-Chthonia-12B
      force: true

```