---
base_model:
- mergekit-community/MN-Chthonia-12B
- mistralai/Mistral-Nemo-Instruct-2407
- mergekit-community/MN-Nyx-Chthonia-12B
- mistralai/Mistral-Nemo-Base-2407
- mergekit-community/MN-Hekate-Deichteira-12B
- PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
- mergekit-community/MN-Hekate-Ekklesia-12B
- mergekit-community/MN-Hekate-Enodia-12B
- HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
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 [PocketDoc/Dans-PersonalityEngine-V1.1.0-12b](https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.1.0-12b) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/MN-Chthonia-12B](https://huggingface.co/mergekit-community/MN-Chthonia-12B)
* [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407)
* [mergekit-community/MN-Nyx-Chthonia-12B](https://huggingface.co/mergekit-community/MN-Nyx-Chthonia-12B)
* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
* [mergekit-community/MN-Hekate-Deichteira-12B](https://huggingface.co/mergekit-community/MN-Hekate-Deichteira-12B)
* [mergekit-community/MN-Hekate-Ekklesia-12B](https://huggingface.co/mergekit-community/MN-Hekate-Ekklesia-12B)
* [mergekit-community/MN-Hekate-Enodia-12B](https://huggingface.co/mergekit-community/MN-Hekate-Enodia-12B)
* [HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407](https://huggingface.co/HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float32
out_dtype: bfloat16
merge_method: model_stock
base_model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
models:
  - model: HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
    parameters:
      weight: [0.3, 0.6, 1, 1.2, 2.4]
  - model: mergekit-community/MN-Chthonia-12B
    parameters:
      weight: [1.2, 1, 1.2, 0.6, 0.8]
  - model: mergekit-community/MN-Hekate-Deichteira-12B
    parameters:
      weight: [0.8, 0.6, 1.2, 3, 1.2]
  - model: mergekit-community/MN-Hekate-Ekklesia-12B
    parameters:
      weight: [0.4, 0.8, 1.4, 1.4, 1]
  - model: mergekit-community/MN-Hekate-Enodia-12B
    parameters:
      weight: [1, 1.2, 1.6, 0.8, 0.8]
  - model: mergekit-community/MN-Nyx-Chthonia-12B
    parameters:
      weight: [0.6, 0.8, 1, 1.4, 1.2]
  - model: mistralai/Mistral-Nemo-Base-2407
    parameters:
      weight: [3, 1, 0.6, 0.4]
  - model: mistralai/Mistral-Nemo-Instruct-2407
    parameters:
      weight: [0.2, 2, 0.6, 0.2]

chat_template: chatml
tokenizer:
  source: union
  tokens:
    "[INST]":
      source: mergekit-community/MN-Hekate-Deichteira-12B
      force: true
    "[/INST]":
      source: mergekit-community/MN-Hekate-Deichteira-12B
      force: true
    "<|im_start|>":
      source: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
      force: true
    "<|im_end|>":
      source: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
      force: true

```