---
base_model:
- mistralai/Mistral-Nemo-Base-2407
- mistralai/Mistral-Nemo-Instruct-2407
- nbeerbower/mistral-nemo-bophades-12B
- mergekit-community/MN-Hekate-Damnomeneia-17B
- mergekit-community/MN-Hekate-Episkopos-17B
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 [mergekit-community/MN-Hekate-Damnomeneia-17B](https://huggingface.co/mergekit-community/MN-Hekate-Damnomeneia-17B) as a base.

### Models Merged

The following models were included in the merge:
* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
* [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407)
* [nbeerbower/mistral-nemo-bophades-12B](https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B)
* [mergekit-community/MN-Hekate-Episkopos-17B](https://huggingface.co/mergekit-community/MN-Hekate-Episkopos-17B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float32
out_dtype: bfloat16
merge_method: model_stock
base_model: mergekit-community/MN-Hekate-Damnomeneia-17B
slices:
  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [0, 12]

  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [12, 20]
      parameters:
        weight: 2
    - model: mergekit-community/MN-Hekate-Episkopos-17B
      layer_range: [12, 20]
      parameters:
        weight: 4
    - model: mistralai/Mistral-Nemo-Base-2407
      layer_range: [12, 20]
      parameters:
        weight: [3, 2]
    - model: nbeerbower/mistral-nemo-bophades-12B
      layer_range: [12, 20]
      parameters:
        weight: 2

  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [20, 36]
      parameters:
        weight: 3
    - model: mergekit-community/MN-Hekate-Episkopos-17B
      layer_range: [20, 36]
      parameters:
        weight: 3
    - model: mistralai/Mistral-Nemo-Base-2407
      layer_range: [16, 32]
      parameters:
        weight: [3, 2]
    - model: mistralai/Mistral-Nemo-Instruct-2407
      layer_range: [16, 32]
      parameters:
        weight: [2, 1]
    - model: nbeerbower/mistral-nemo-bophades-12B
      layer_range: [16, 32]
      parameters:
        weight: 2

  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [36, 44]
      parameters:
        weight: 3
    - model: mergekit-community/MN-Hekate-Episkopos-17B
      layer_range: [36, 44]
      parameters:
        weight: 3
    - model: mistralai/Mistral-Nemo-Base-2407
      layer_range: [20, 28]
      parameters:
        weight: 2
    - model: mistralai/Mistral-Nemo-Instruct-2407
      layer_range: [20, 28]
      parameters:
        weight: 1
    - model: nbeerbower/mistral-nemo-bophades-12B
      layer_range: [20, 28]
      parameters:
        weight: 2

  - sources:
    - model: mergekit-community/MN-Hekate-Damnomeneia-17B
      layer_range: [44, 56]

tokenizer:
  source: union
  tokens:
    "<|im_start|>":
      source: mergekit-community/MN-Hekate-Damnomeneia-17B
      force: true
    "<|im_end|>":
      source: mergekit-community/MN-Hekate-Damnomeneia-17B
      force: true
```