---
base_model:
- Kukedlc/NeuralContamination-7B-ties
- Gille/StrangeMerges_32-7B-slerp
- ClaudioItaly/TopEvolutionWiz
- Kukedlc/NeuralTopBench-7B-ties
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [ClaudioItaly/TopEvolutionWiz](https://huggingface.co/ClaudioItaly/TopEvolutionWiz) as a base.

### Models Merged

The following models were included in the merge:
* [Kukedlc/NeuralContamination-7B-ties](https://huggingface.co/Kukedlc/NeuralContamination-7B-ties)
* [Gille/StrangeMerges_32-7B-slerp](https://huggingface.co/Gille/StrangeMerges_32-7B-slerp)
* [Kukedlc/NeuralTopBench-7B-ties](https://huggingface.co/Kukedlc/NeuralTopBench-7B-ties)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models: 
  - model: Kukedlc/NeuralContamination-7B-ties
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: Kukedlc/NeuralTopBench-7B-ties
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: Gille/StrangeMerges_32-7B-slerp
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: ClaudioItaly/TopEvolutionWiz 
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16 # Model Phatos-V.3  by Claudio Arena


```