---
base_model:
- TheDrummer/Cydonia-22B-v1.2
- Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
- anthracite-org/magnum-v4-22b
- TheDrummer/Cydonia-22B-v1.3
- TheDrummer/Cydonia-22B-v1.1
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-v1.2](https://huggingface.co/TheDrummer/Cydonia-22B-v1.2)
* [Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small](https://huggingface.co/Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small)
* [TheDrummer/Cydonia-22B-v1.3](https://huggingface.co/TheDrummer/Cydonia-22B-v1.3)
* [TheDrummer/Cydonia-22B-v1.1](https://huggingface.co/TheDrummer/Cydonia-22B-v1.1)

### 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 for primary writing style
      density: 0.85      # Slightly lower density to allow others to contribute without overpowering
  - model: TheDrummer/Cydonia-22B-v1.3
    parameters:
      weight: 0.35        # Reduced weight for creativity to avoid too much overlap
      density: 0.75      # Reduced density for balance in creative influence
  - model: TheDrummer/Cydonia-22B-v1.2
    parameters:
      weight: 0.2         # Lower weight for extra creativity without overwhelming the story
      density: 0.7       # Lower density to reduce creative interference
  - model: TheDrummer/Cydonia-22B-v1.1
    parameters:
      weight: 0.3         # Lower weight for accuracy and specific features (evil/trolling)
      density: 0.75      # Moderate density for accuracy retention without interference
  - model: Gryphe/Pantheon-RP-Pure-1.6.2-22b-Small
    parameters:
      weight: 0.4         # Increased weight for storytelling focus
      density: 0.85      # Moderate density to allow good stories without overpowering other influences

merge_method: dare_ties  # Using dare_ties for smoother blending
base_model: anthracite-org/magnum-v4-22b
parameters:
  density: 0.85          # General density for better balance between all models
  epsilon: 0.1           # Maximum change in drop probabilities
  lambda: 1.2            # Scaling factor for final merged deltas
dtype: bfloat16

```