---
base_model:
- ezelikman/quietstar-8-ahead
- LeroyDyer/Mistral_AI_CyberBrain
- liminerity/Mistral-quiet-star-demo
- LeroyDyer/Mixtral_AI_Cyber_Dolphin
library_name: transformers
tags:
- mergekit
- merge
- legal
- code
- Cyber-Series
---
# 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [LeroyDyer/Mistral_AI_CyberBrain](https://huggingface.co/LeroyDyer/Mistral_AI_CyberBrain) as a base.

### Models Merged

The following models were included in the merge:
* [ezelikman/quietstar-8-ahead](https://huggingface.co/ezelikman/quietstar-8-ahead)
* [liminerity/Mistral-quiet-star-demo](https://huggingface.co/liminerity/Mistral-quiet-star-demo)
* [LeroyDyer/Mixtral_AI_Cyber_Dolphin](https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_Dolphin)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: LeroyDyer/Mistral_AI_CyberBrain
    parameters:
      density: [0.256, 0.512, 0.128] # density gradient
      weight: 0.382
  - model: liminerity/Mistral-quiet-star-demo
    parameters:
      density: 0.382
      weight: [0.256, 0.128, 0.256, 0.128] # weight gradient
  - model: LeroyDyer/Mixtral_AI_Cyber_Dolphin
    parameters:
      density: 0.382
      weight: [0.128, 0.512, 0.128, 0.128] # weight gradient
  - model: ezelikman/quietstar-8-ahead
    parameters:
      density: 0.382
      weight: [0.256, 0.256, 0.512, 0.128] # weight gradient
  - model:  liminerity/Mistral-quiet-star-demo
    parameters:
      density: 0.382
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: LeroyDyer/Mistral_AI_CyberBrain
parameters:
  normalize: true
  int8_mask: true
dtype: float16

```