---
base_model:
- mergekit-community/MN-Hekate-Ekklesia-12B
- mergekit-community/MN-Nyx-Chthonia-12B
- Khetterman/AbominationScience-12B-v4
- mistralai/Mistral-Nemo-Base-2407
- mergekit-community/MN-Hekate-Geneteira-17B-base
- redrix/sororicide-12B-Farer-Mell-Unslop
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-Geneteira-17B-base](https://huggingface.co/mergekit-community/MN-Hekate-Geneteira-17B-base) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/MN-Hekate-Ekklesia-12B](https://huggingface.co/mergekit-community/MN-Hekate-Ekklesia-12B)
* [mergekit-community/MN-Nyx-Chthonia-12B](https://huggingface.co/mergekit-community/MN-Nyx-Chthonia-12B)
* [Khetterman/AbominationScience-12B-v4](https://huggingface.co/Khetterman/AbominationScience-12B-v4)
* [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)

### 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-Geneteira-17B-base
slices:
  - sources:
    - model: mergekit-community/MN-Hekate-Geneteira-17B-base
      layer_range: [0, 20]

  - sources:
    - model: mistralai/Mistral-Nemo-Base-2407
      layer_range: [16, 32]
      parameters:
        weight: [1.5, 0.5]
    - model: mergekit-community/MN-Hekate-Geneteira-17B-base
      layer_range: [20, 36]
      parameters:
        weight: [0, 0.5]
    - model: mergekit-community/MN-Hekate-Ekklesia-12B
      layer_range: [16, 32]
      parameters:
        weight: [1.5, 1.49, 1.46, 1.4, 1.33, 1.25, 1.15, 1.05, 1]
    - model: redrix/sororicide-12B-Farer-Mell-Unslop
      layer_range: [16, 32]
      parameters:
        weight: [1.5, 1.49, 1.46, 1.4, 1.33, 1.25, 1.15, 1.05, 1]
    - model: Khetterman/AbominationScience-12B-v4
      layer_range: [16, 32]
      parameters:
        weight: [1.0, 1.1, 1.2, 1.29, 1.37, 1.43, 1.48, 1.5, 1.5]
    - model: mergekit-community/MN-Nyx-Chthonia-12B
      layer_range: [16, 32]
      parameters:
        weight: [1.0, 1.1, 1.2, 1.29, 1.37, 1.43, 1.48, 1.5, 1.5]

  - sources:
    - model: mergekit-community/MN-Hekate-Geneteira-17B-base
      layer_range: [36, 56]


tokenizer:
  source: union
  tokens:
    "[INST]":
      source: mergekit-community/MN-Hekate-Geneteira-17B-base
      force: true
    "[/INST]":
      source: mergekit-community/MN-Hekate-Geneteira-17B-base
      force: true
    "<|im_start|>":
      source: mergekit-community/MN-Hekate-Geneteira-17B-base
      force: true
    "<|im_end|>":
      source: mergekit-community/MN-Hekate-Geneteira-17B-base
      force: true
```