---
base_model:
- TheDrummer/Cydonia-22B-v1.1
- TheDrummer/Cydonia-22B-v1.2
- anthracite-org/magnum-v4-22b
- TheDrummer/Cydonia-22B-v1.3
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-v1.1](https://huggingface.co/TheDrummer/Cydonia-22B-v1.1)
* [TheDrummer/Cydonia-22B-v1.2](https://huggingface.co/TheDrummer/Cydonia-22B-v1.2)
* [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: 1.0         # Magnum model to retain style and best writing
  - model: TheDrummer/Cydonia-22B-v1.3
    parameters:
      weight: 0.4         # Cydonia v1.3 for creative/adventurous influence
      density: 0.9       # Retain more creative influence, but balance it
  - model: TheDrummer/Cydonia-22B-v1.2
    parameters:
      weight: 0.3         # Cydonia v1.2 to add more creativity
      density: 0.85      # Slightly less density for extra creativity
  - model: TheDrummer/Cydonia-22B-v1.1
    parameters:
      weight: 0.4         # Cydonia v1.1 for accuracy and evil/trolling thoughts
      density: 0.86      # Higher density for accuracy retention

merge_method: dare_ties  # Using dare_ties for better handling of interference
base_model: anthracite-org/magnum-v4-22b
parameters:
  density: 0.9           # General density for the overall merge
  epsilon: 0.1           # Maximum change in drop probabilities
  lambda: 1.2            # Scaling factor for final merged deltas
dtype: bfloat16

```