---
base_model:
- jambroz/FNCARL-7b
- HuggingFaceH4/mistral-7b-anthropic
- jambroz/sixtyoneeighty-7b
- mlabonne/UltraMerge-7B
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
---
# 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 [jambroz/sixtyoneeighty-7b](https://huggingface.co/jambroz/sixtyoneeighty-7b) as a base.

### Models Merged

The following models were included in the merge:
* [jambroz/FNCARL-7b](https://huggingface.co/jambroz/FNCARL-7b)
* [HuggingFaceH4/mistral-7b-anthropic](https://huggingface.co/HuggingFaceH4/mistral-7b-anthropic)
* [mlabonne/UltraMerge-7B](https://huggingface.co/mlabonne/UltraMerge-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: jambroz/sixtyoneeighty-7b
dtype: bfloat16
merge_method: dare_ties
models:
- model: jambroz/sixtyoneeighty-7b
- model: mlabonne/UltraMerge-7B
  parameters:
    density: '0.53'
    weight: '0.4'
- model: HuggingFaceH4/mistral-7b-anthropic
  parameters:
    density: '0.53'
    weight: '0.3'
- model: jambroz/FNCARL-7b
  parameters:
    density: '0.53'
    weight: '0.3'
parameters:
  int8_mask: true

```