README.md

---
base_model:
- TheDrummer/Cydonia-24B-v2
- Undi95/MistralThinker-v1.1
- ReadyArt/Forgotten-Safeword-24B-V3.0
library_name: transformers
tags:
- mergekit
- merge

---
# Cydonia-ForgottenThoughts-24B

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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [TheDrummer/Cydonia-24B-v2](https://huggingface.co/TheDrummer/Cydonia-24B-v2) as a base.

### Models Merged

The following models were included in the merge:
* [Undi95/MistralThinker-v1.1](https://huggingface.co/Undi95/MistralThinker-v1.1)
* [ReadyArt/Forgotten-Safeword-24B-v3.0](https://huggingface.co/ReadyArt/Forgotten-Safeword-24B-v3.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  # Base model
  - model: TheDrummer/Cydonia-24B-v2
  # Merge models
  - model: ReadyArt/Forgotten-Safeword-24B-v3.0
    parameters:
      density:
        - filter: self_attn
          value: 0.75
        - value: 0.5
      weight:
        - filter: self_attn
          value: [0.5, 0.35, 0.5, 0.35, 0.5]
        - filter: mlp
          value: [0.25, 0.35, 0.25, 0.35, 0.25]
        - value: 0.35
      lambda:
        - filter: self_attn
          value: 1.05
        - value: 0.9
  - model: Undi95/MistralThinker-v1.1
    parameters:
      density: 
        - filter: mlp
          value: 0.75
        - value: 0.5
      weight:
        - filter: mlp
          value: [0.5, 0.35, 0.5, 0.35, 0.5]
        - filter: self_attn
          value: [0.25, 0.35, 0.25, 0.35, 0.25]
        - value: 0.35
      lambda:
        - filter: mlp
          value: 1.05
        - value: 0.9
  
merge_method: ties
base_model: TheDrummer/Cydonia-24B-v2
parameters:
  normalize: true
dtype: float32

```