---
base_model:
- FelixChao/WestSeverus-7B-DPO-v2
- DiscoResearch/DiscoLM_German_7b_v1
- cognitivecomputations/openchat-3.5-0106-laser
- mayflowergmbh/Wiedervereinigung-7b-dpo-laser
library_name: transformers
tags:
- mergekit
- merge

---
# Brezn-7b

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 [DiscoResearch/DiscoLM_German_7b_v1](https://huggingface.co/DiscoResearch/DiscoLM_German_7b_v1) as a base.

### Models Merged

The following models were included in the merge:
* [FelixChao/WestSeverus-7B-DPO-v2](https://huggingface.co/FelixChao/WestSeverus-7B-DPO-v2)
* [cognitivecomputations/openchat-3.5-0106-laser](https://huggingface.co/cognitivecomputations/openchat-3.5-0106-laser)
* [mayflowergmbh/Wiedervereinigung-7b-dpo-laser](https://huggingface.co/mayflowergmbh/Wiedervereinigung-7b-dpo-laser)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: DiscoResearch/DiscoLM_German_7b_v1
    # no parameters necessary for base model
  - model: FelixChao/WestSeverus-7B-DPO-v2
    parameters:
      density: 0.60
      weight: 0.30
  - model: mayflowergmbh/Wiedervereinigung-7b-dpo-laser
    parameters:
      density: 0.65
      weight: 0.40
  - model: cognitivecomputations/openchat-3.5-0106-laser
    parameters:
      density: 0.6
      weight: 0.3
merge_method: dare_ties
base_model: DiscoResearch/DiscoLM_German_7b_v1
parameters:
  int8_mask: true
tokenizer_source: base

dtype: bfloat16
random_seed: 0

```