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---
base_model:
- TheDrummer/Cydonia-22B-v1.3
- anthracite-org/magnum-v4-22b
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [anthracite-org/magnum-v4-22b](https://huggingface.co/anthracite-org/magnum-v4-22b) as a base.

### Models Merged

The following models were included in the merge:
* [TheDrummer/Cydonia-22B-v1.3](https://huggingface.co/TheDrummer/Cydonia-22B-v1.3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: anthracite-org/magnum-v4-22b
    parameters:
      weight: 0.7          # Magnum model gets 70% influence
      density: 0.85       # Retain 85% of weights in differences
  - model: TheDrummer/Cydonia-22B-v1.3
    parameters:
      weight: 0.3          # Cydonia model gets 30% influence
      density: 0.85       # Retain 85% of weights in differences
merge_method: dare_ties
base_model: anthracite-org/magnum-v4-22b
parameters:
      weight: 0.7          # Magnum model gets 70% influence
      density: 0.85       # Retain 85% of weights in differences
dtype: bfloat16

```