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---
base_model:
- Pyroserenus/Orthrus-12b-v0.8
- nbeerbower/mistral-nemo-gutenberg-12B-v2
- mergekit-community/Deutscher-Pantheon-12B
- IntervitensInc/Mistral-Nemo-Base-2407-chatml
library_name: transformers
tags:
- mergekit
- merge
license: cc-by-nc-4.0
---
# 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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [IntervitensInc/Mistral-Nemo-Base-2407-chatml](https://huggingface.co/IntervitensInc/Mistral-Nemo-Base-2407-chatml) as a base.

### Models Merged

The following models were included in the merge:
* [Pyroserenus/Orthrus-12b-v0.8](https://huggingface.co/Pyroserenus/Orthrus-12b-v0.8)
* [nbeerbower/mistral-nemo-gutenberg-12B-v2](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v2)
* [mergekit-community/Deutscher-Pantheon-12B](https://huggingface.co/mergekit-community/Deutscher-Pantheon-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: mergekit-community/Deutscher-Pantheon-12B
    parameters:
      weight: 0.3
      density: 0.5
  - model: nbeerbower/mistral-nemo-gutenberg-12B-v2
    parameters:
      weight: 0.3
      density: 0.5
  - model: Pyroserenus/Orthrus-12b-v0.8
    parameters:
      weight: 0.6
      density: 0.5
merge_method: dare_ties
base_model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
dtype: bfloat16
name: Ultra-Instruct-12B
```

Not responsible for what you do with it. Use with caution. WARNING: UNCENSORED. SMART. 

Use ChatML.